1. [Topics](https://developer.nvidia.com/topics/) 2. [AI](https://developer.nvidia.com/topics/ai/) 3. Generative AI # Generative AI [Generative AI](https://www.nvidia.com/en-us/glossary/data-science/generative-ai/) is a type of [artificial intelligence](https://www.nvidia.com/en-us/glossary/artificial-intelligence/) that uses neural networks to learn patterns from existing data and generate original text, image, audio, and video content. Scroll to Resource [Learning Library](#learning-library) Key Topics: Retrieval-Augmented Generation (RAG) Large Language Models (LLMs) [![ A stack diagram of generative AI hardware and software solutions](https://developer.download.nvidia.com/images/diagram-generative-ai-for-developers.jpg " A stack diagram of generative AI hardware and software solutions")](https://developer.download.nvidia.com/images/diagram-generative-ai-for-developers.jpg) Click to Enlarge ## How Generative AI Works Generative AI models learn by recognizing patterns and structures within massive datasets of text, code, images, audio, video, and other data. These models use neural networks, often transformer networks, to process the information. Developers can then leverage the models to generate new content, enhance existing content, or create entirely new AI-powered applications. AI is only as useful as the information it can access—models trained on general data fall short when they can’t draw on domain-specific knowledge. NVIDIA Agent Knowledge Foundation connects AI agents to an enterprise’s data, systems, and context, so they can reason over the information that matters to the business and deliver accurate, relevant results. [Learn More About NVIDIA Agent Knowledge Foundation](/topics/ai/retrieval-augmented-generation) ## Explore Generative AI Tools and Technologies ### NVIDIA Nemotron [NVIDIA Nemotron](https://www.nvidia.com/en-us/ai-data-science/foundation-models/nemotron/)™ is a family of open and efficient multimodal models with open datasets and recipes for building agentic AI. [Get Started With Nemotron](/nemotron) ### NVIDIA Cosmos [NVIDIA Cosmos™](https://www.nvidia.com/en-us/ai/cosmos/) is a platform of state-of-the-art generative world foundation models and data processing pipelines that accelerate the development of highly performant physical AI systems, such as robots and self-driving cars. [Get Started With Cosmos](/cosmos) ### NVIDIA Kumo NVIDIA Kumo is a family of open models and libraries for predictive AI over structured data. It gives agents the ability to forecast outcomes, score risk, and recommend actions from relational, tabular, and time-series data without building a custom machine learning pipeline for every question. [Get Started With Kumo](/topic/ai/agent-knowledge-foundation/kumo/) ### NVIDIA NIM [NVIDIA NIM™](https://www.nvidia.com/en-us/ai-data-science/products/nim-microservices/) is a set of easy-to-use microservices designed to accelerate the deployment of generative AI models across any cloud or data center. [Get Started With NIM](/nim) ### NVIDIA Dynamo NVIDIA Dynamo is an open source, low-latency inference framework for serving generative AI models in distributed environments. It scales inference workloads across large GPU fleets with optimized resource scheduling, memory management, and data transfer, and it supports all major AI inference backends. [Get Started With NVIDIA Dynamo](/dynamo) ### NVIDIA NemoClaw [NVIDIA NemoClaw™](https://www.nvidia.com/en-us/ai/nemoclaw/) is a collection of open blueprints for building domain-specialized enterprise agents on a stack that organizations can own, customize, and run anywhere. NemoClaw combines open reasoning models, tuned agent harnesses, and NVIDIA OpenShell™ for safer, governed execution. [Get Started With NemoClaw](https://build.nvidia.com/nvidia/nemoclaw) ## Manage AI Agent Lifecycle With NVIDIA NeMo ### NVIDIA NeMo Anonymizer [NVIDIA NeMo™ Anonymizer](https://nvidia-nemo.github.io/Anonymizer/latest/) detects and protects PII through context-aware replacement and rewriting. It offers user-guided entity detection, followed by flexible masking strategies, including substitution, redaction, annotation, hashing, and full-text rewriting, to preserve context while ensuring privacy. [Get Started With NeMo Anonymizer](https://github.com/NVIDIA-NeMo/Anonymizer) ### NVIDIA NeMo AutoModel [NVIDIA NeMo AutoModel](https://docs.nvidia.com/nemo/automodel/latest) provides day-0 accelerated fine-tuning support for Hugging Face models without checkpoint conversion. [Get Started With NeMo AutoModel](https://github.com/NVIDIA-NeMo/automodel) ### NVIDIA NeMo Compass NVIDIA NeMo Compass is an open source library that turns stored agent traces and evaluation evidence into a prioritized improvement backlog. [Get Started With NeMo Compass](https://github.com/NVIDIA-NeMo/labs-nemo-compass) ### NVIDIA NeMo Curator [NVIDIA NeMo Curator](https://docs.nvidia.com/nemo/curator/main/home/welcome) provides pre-built accelerated pipelines to process multimodal data at scale, improving the performance of agentic systems. [Get Started With NeMo Curator](/nemo-curator/) ### NVIDIA NeMo Data Designer [NVIDIA NeMo Data Designer](https://docs.nvidia.com/nemo/datadesigner/getting-started/welcome) generates high-quality, domain-specific synthetic data from scratch or seed examples—accelerating model development while eliminating privacy risks and data collection bottlenecks. [Get Started With NeMo Data Designer](https://github.com/NVIDIA-NeMo/DataDesigner) ### NVIDIA NeMo Eval Author NVIDIA NeMo Eval Author is an open source library that designs and maintains evaluations that reflect how a specialized agent is intended and actually used. [Get Started With NeMo Eval Author](https://github.com/NVIDIA-NeMo/labs-eval-author) ### NVIDIA NeMo Fabric [NVIDIA NeMo Fabric](https://docs.nvidia.com/nemo/fabric/about-nemo-fabric/overview) is an open source library that provides one consistent interface to configure, run, and collect results from agents across multiple harnesses—Claude Code, Codex, Hermes, LangChain Deep Agents, and custom harnesses. Switch harnesses without rebuilding your integration; every run returns normalized results, artifacts, and telemetry. [Get Started With NeMo Fabric](https://github.com/NVIDIA/NeMo-Fabric) ### NVIDIA garak [NVIDIA garak](https://github.com/NVIDIA/garak/) is an open LLM vulnerability scanner that probes AI models and agents for hallucination, prompt injection, data leakage, jailbreaks, toxicity, and dozens of other failure modes. Point it at any model and get a structured report of where it fails. [Get Started With NVIDIA garak](https://github.com/NVIDIA/garak/) ### NVIDIA NeMo Gym [NVIDIA NeMo Gym](https://docs.nvidia.com/nemo/gym/main/about/) is an open library for evaluating and improving models and agents using simulated agentic environments at scale. [Get Started With NeMo Gym](https://github.com/NVIDIA-NeMo/Gym) ### NVIDIA NeMo Guardrails [NVIDIA NeMo Guardrails](https://docs.nvidia.com/nemo/guardrails/latest/index.html) orchestrates dialog management, ensuring accuracy, appropriateness, and security in smart applications with LLMs. It safeguards organizations overseeing generative AI systems. [Get Started With NeMo Guardrails](https://github.com/NVIDIA-NeMo/Guardrails) ### NVIDIA NeMo Helix [NVIDIA NeMo Helix](https://docs.nvidia.com/nemo-helix/documentation/home/) brings NeMo open source and third-party libraries together through one install, one CLI, and a plugin architecture. It helps developers improve and harden existing agents with repeatable evaluation, experimentation, optimization, and safety checks. [Get Started With NeMo Helix](https://github.com/NVIDIA-NeMo/nemo-helix) ### NVIDIA NeMo Megatron-Bridge [NVIDIA NeMo Megatron-Bridge](https://docs.nvidia.com/nemo/megatron-bridge/latest/) serves as a powerful bridge, conversion, and verification layer between Hugging Face and the Megatron Core backend for optimized, accelerated, large-scale distributed pretraining and fine-tuning. [Get Started With NeMo Megatron-Bridge](https://github.com/NVIDIA-NeMo/megatron-bridge) ### NVIDIA NeMo Relay [NVIDIA NeMo Relay](https://docs.nvidia.com/nemo/relay/about-nemo-relay/overview) is an open source library that traces everything an AI agent does—every tool call, model request, decision, and handoff—without replacing your existing agent framework. Use those traces to debug issues, evaluate performance, investigate behavior, and reduce inference costs. [Get Started With NeMo Relay](https://github.com/NVIDIA/NeMo-Relay) ### NVIDIA NeMo RL [NVIDIA NeMo RL](https://docs.nvidia.com/nemo/rl/latest/index.html) supports accelerated and efficient post-training and reinforcement learning of multimodal models at scale from a single GPU to thousands of GPUs. [Get Started With NeMo RL](https://github.com/nvidia-nemo/rl) ### NVIDIA NeMo Safe Synthesizer [NVIDIA NeMo Safe Synthesizer](https://nvidia-nemo.github.io/Safe-Synthesizer/latest/) generates fully synthetic versions of sensitive tabular datasets using LLM fine-tuning with optional differential privacy, preserving the statistical properties and utility of data for downstream AI tasks while protecting sensitive information. [Get Started With NeMo Safe Synthesizer](https://github.com/NVIDIA-NeMo/Safe-Synthesizer) ### NVIDIA NeMo Switchyard [NVIDIA NeMo Switchyard](https://docs.nvidia.com/nemo/gym/model-server/switchyard/) is an open source library of routing algorithms that selects the best model for each step of an agent workflow—across any combination of open and closed models. It works out of the box with no training required and gets smarter as your agents run. [Get Started With NeMo Switchyard](https://github.com/NVIDIA-NeMo/Switchyard) ### NVIDIA NeMo User Sim NVIDIA NeMo User Sim transforms sparse or nonexistent traffic into diverse, multi-turn trajectories that power evaluation, remediation, and targeted AI training. [Get Started With NeMo User Sim](https://github.com/NVIDIA-NeMo/UserSim) ## Generative AI Learning Resources The rows below are the raw result records for this component — one row per record. Column names are the source index fields; the full data is also downloadable in the links that follow. | links | title | excerpt | featured | products | sort_key | created_at | content_type | learning_levels | | --- | --- | --- | --- | --- | --- | --- | --- | --- | | {"url" => "https://developer.nvidia.com/blog/optimizing-data-center-performance-with-ai-agents-and-the-ooda-loop-strategy/", "text" => "Learn more"} | Optimizing Data Center Performance with AI Agents and the OODA Loop Strategy | For any data center, operating large, complex GPU clusters is not for the faint of heart! There is a tremendous amount of complexity. Cooling, power, networking… | false | NeMo Retriever, NIM | 2\|optimizing data center performance with ai agents and the ooda loop strategy | 1726558200 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/develop-secure-reliable-medical-apps-with-rag-and-nvidia-nemo-guardrails/", "text" => "Learn more"} | Develop Secure, Reliable Medical Apps with RAG and NVIDIA NeMo Guardrails | Imagine an application that can sift through mountains of patient data, intelligently searching and answering questions about diagnoses, health histories… | false | NeMo, NeMo Guardrails | 2\|develop secure, reliable medical apps with rag and nvidia nemo guardrails | 1715778000 | Blog | Beginner, Intermediate | | {"url" => "https://developer.nvidia.com/blog/generative-ai-agents-developer-contest-top-tips-for-getting-started/", "text" => "Learn more"} | Generative AI Agents Developer Contest: Top Tips for Getting Started | Join our contest that runs through June 17 and showcase your innovation using cutting-edge generative AI-powered applications using NVIDIA and LangChain… | false | NeMo, NeMo Curator | 2\|generative ai agents developer contest: top tips for getting started | 1716973270 | Blog | Beginner | | {"url" => "https://developer.nvidia.com/blog/training-localized-multilingual-llms-with-nvidia-nemo-part-2/", "text" => "Learn more"} | Training Localized Multilingual LLMs with NVIDIA NeMo, Part 2 | In Part 1, we discussed how to train a monolingual tokenizer and merge it with a pretrained LLM’s tokenizer to form a multilingual tokenizer. In this post… | false | NeMo, NeMo Curator, NeMo Customizer, NeMo Microservices | 2\|training localized multilingual llms with nvidia nemo, part 2 | 1715941789 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/training-localized-multilingual-llms-with-nvidia-nemo-part-1/", "text" => "Learn more"} | Training Localized Multilingual LLMs with NVIDIA NeMo, Part 1 | In today’s globalized world, the ability of AI systems to understand and communicate in diverse languages is increasingly crucial. Large language models (LLMs)… | false | NeMo, NeMo Curator, NeMo Microservices | 2\|training localized multilingual llms with nvidia nemo, part 1 | 1715941753 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/building-ai-agents-with-nvidia-nim-microservices-and-langchain/", "text" => "Learn more"} | Building AI Agents with NVIDIA NIM Microservices and LangChain | NVIDIA NIM, part of NVIDIA AI Enterprise, now supports tool-calling for models like Llama 3.1. It also integrates with LangChain to provide you with a… | false | NeMo, NeMo Retriever, NIM | 2\|building ai agents with nvidia nim microservices and langchain | 1723021200 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/building-a-speech-enabled-ai-virtual-assistant-with-riva-on-amazon-ec2/", "text" => "Learn more"} | Building a Speech-Enabled AI Virtual Assistant with NVIDIA Riva on Amazon EC2 | Learn how to get started with NVIDIA Riva, a fully accelerated speech AI SDK, on AWS EC2 using Jupyter Notebooks and a sample virtual assistant application. | false | Riva | 2\|building a speech-enabled ai virtual assistant with nvidia riva on amazon ec2 | 1658997000 | Blog | | | {"url" => "https://developer.nvidia.com/blog/enhancing-rag-applications-with-nvidia-nim/", "text" => "Learn more"} | Enhancing RAG Applications with NVIDIA NIM | The advent of large language models (LLMs) has significantly benefited the AI industry, offering versatile tools capable of generating human-like text and… | false | NeMo Retriever, NIM | 2\|enhancing rag applications with nvidia nim | 1724749200 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/enhancing-rag-pipelines-with-re-ranking/", "text" => "Learn more"} | Enhancing RAG Pipelines with Re-Ranking | In the rapidly evolving landscape of AI-driven applications, re-ranking has emerged as a pivotal technique to enhance the precision and relevance of enterprise… | false | NeMo, NeMo Retriever, NIM | 2\|enhancing rag pipelines with re-ranking | 1722330000 | Blog | Intermediate | | {"url" => "https://www.minervacq.com/minervacq-first-to-deploy-nvidia-riva-in-energy#new_tab", "text" => "Learn more"} | Minerva CQ Deploys NVIDIA Riva Enterprise in the Energy Sector | Learn how NVIDIA Inception member Minerva CQ is using NVIDIA Riva to deliver faster, personalized experiences within a global EV charging and electric mobility company. | false | Riva | 2\|minerva cq deploys nvidia riva enterprise in the energy sector | 1656597600 | Blog | | | {"url" => "https://developer.nvidia.com/blog/solving-automatic-speech-recognition-deployment-challenges/", "text" => "Learn more"} | Solving Automatic Speech Recognition Deployment Challenges | Top speech recognition challenges developers face when building and deploying an ASR application and how to solve them using a speech AI-optimized workflow. | false | Riva | 2\|solving automatic speech recognition deployment challenges | 1661936400 | Blog | | | {"url" => "https://developer.nvidia.com/blog/build-an-enterprise-scale-multimodal-document-retrieval-pipeline-with-nvidia-nim-agent-blueprint/", "text" => "Learn more"} | Build an Enterprise-Scale Multimodal PDF Data Extraction Pipeline with an NVIDIA AI Blueprint | Trillions of PDF files are generated every year, each file likely consisting of multiple pages filled with various content types, including text, images, charts… | false | NeMo, NeMo Retriever, NIM | 2\|build an enterprise-scale multimodal pdf data extraction pipeline with an nvidia ai blueprint | 1724832000 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/accelerating-oracle-database-gen-ai-workloads-with-nvidia-nim-and-nvidia-cuvs/", "text" => "Learn more"} | Accelerating Oracle Database Generative AI Workloads with NVIDIA NIM and NVIDIA cuVS | The vast majority of the world’s data remains untapped, and enterprises are looking to generate value from this data by creating the next wave of generative AI… | false | CUDA, cuVS, Fleet Command, NeMo Retriever, NIM | 2\|accelerating oracle database generative ai workloads with nvidia nim and nvidia cuvs | 1726574656 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/create-lifelike-avatars-with-ai-animation-and-speech-features-in-nvidia-ace/", "text" => "Learn more"} | Create Lifelike Avatars with AI Animation and Speech Features in NVIDIA ACE | NVIDIA today unveiled major upgrades to the NVIDIA Avatar Cloud Engine (ACE) suite of technologies, bringing enhanced realism and accessibility to AI-powered… | false | Avatar Cloud Engine (ACE), Audio2Face, NeMo, NeMo Guardrails | 2\|create lifelike avatars with ai animation and speech features in nvidia ace | 1701698400 | Blog | Beginner | | {"url" => "https://developer.nvidia.com/blog/state-of-the-art-multimodal-generative-ai-model-development-with-nvidia-nemo/", "text" => "Learn more"} | State-of-the-Art Multimodal Generative AI Model Development with NVIDIA NeMo | Generative AI has rapidly evolved from text-based models to multimodal capabilities. These models perform tasks like image captioning and visual question… | false | NeMo, NeMo Curator | 2\|state-of-the-art multimodal generative ai model development with nvidia nemo | 1730880000 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/customizing-neural-machine-translation-models-with-nvidia-nemo-part-2/", "text" => "Learn more"} | Customizing Neural Machine Translation Models with NVIDIA NeMo, Part 2 | In the first post, we walked through the prerequisites for a neural machine translation example from English to Chinese, running the pretrained model with NeMo… | false | NeMo, NeMo Curator, NeMo Evaluator | 2\|customizing neural machine translation models with nvidia nemo, part 2 | 1715595458 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/how-to-build-a-voice-agent-with-rag-and-safety-guardrails/", "text" => "Learn more"} | How to Build a Voice Agent with RAG and Safety Guardrails | Building an agent is more than just “call an API”—it requires stitching together retrieval, speech, safety, and reasoning components so they behave like one… | false | NeMo Retriever, Nemotron | 2\|how to build a voice agent with rag and safety guardrails | 1767621966 | Blog | Beginner | | {"url" => "https://developer.nvidia.com/blog/enhancing-phone-customer-service-with-asr-customization/", "text" => "Learn more"} | Enhancing Phone Customer Service with ASR Customization | At the core of understanding people correctly and having natural conversations is automatic speech recognition (ASR). To make customer-led voice assistants and… | false | Riva | 2\|enhancing phone customer service with asr customization | 1704790800 | Blog | General Interest | | {"url" => "https://nvda.ws/3waljI7#new_tab", "text" => "Learn more"} | Event: Cybersecurity Developer Day at NVIDIA GTC 2024 | Join us on March 20 for Cybersecurity Developer Day at GTC to gain insights on leveraging generative AI for cyber defense. | false | AI Workbench, LaunchPad, Morpheus | 2\|event: cybersecurity developer day at nvidia gtc 2024 | 1709110800 | Blog | General Interest | | {"url" => "https://nvda.ws/4bL7WhV#new_tab", "text" => "Learn more"} | Featured Cybersecurity Sessions at NVIDIA GTC 2024 | Discover how generative AI is powering cybersecurity solutions with enhanced speed, accuracy, and scalability. | false | AI Workbench, LaunchPad, Morpheus | 2\|featured cybersecurity sessions at nvidia gtc 2024 | 1707913611 | Blog | Beginner, Intermediate, Advanced | | {"url" => "https://nvda.ws/48FJ4pR#new_tab", "text" => "Learn more"} | Webinar: Improve Spear Phishing Detection with AI | Learn how generative AI can help defend against spear phishing in this January 30 webinar. | false | Morpheus | 2\|webinar: improve spear phishing detection with ai | 1706090400 | Blog | Beginner, Intermediate | | {"url" => "https://developer.nvidia.com/blog/bolstering-cybersecurity-how-large-language-models-and-generative-ai-are-transforming-digital-security/", "text" => "Learn more"} | Bolstering Cybersecurity: How Large Language Models and Generative AI are Transforming Digital Security | Identity-based attacks are on the rise, with phishing remaining the most common and second-most expensive attack vector. Some attackers are using AI to craft… | false | Morpheus | 2\|bolstering cybersecurity: how large language models and generative ai are transforming digital security | 1701046800 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/realizing-the-power-of-real-time-network-processing-with-nvidia-doca-gpunetio/", "text" => "Learn more"} | Realizing the Power of Real-Time Network Processing with NVIDIA DOCA GPUNetIO | NVIDIA DOCA GPUNetIO library can be adopted in a wide range of applications from different contexts, providing huge improvements for latency, throughput, and system... | false | Aerial, BlueField DPU, ConnectX, DOCA, Morpheus | 2\|realizing the power of real-time network processing with nvidia doca gpunetio | 1690203600 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/automate-early-security-patching-in-ci-pipelines-on-aws-using-nvidia-ai-blueprints/", "text" => "Learn more"} | Automate Early Security Patching in CI Pipelines on AWS Using NVIDIA AI Blueprints | The evolution of modern application development has led to a significant shift toward microservice-based architectures. This approach offers great flexibility… | false | Morpheus, NIM | 2\|automate early security patching in ci pipelines on aws using nvidia ai blueprints | 1733221800 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/supercharge-ransomware-detection-with-ai-enhanced-cybersecurity-solutions/", "text" => "Learn more"} | Supercharge Ransomware Detection with AI-Enhanced Cybersecurity Solutions | Ransomware attacks have become increasingly popular, more sophisticated, and harder to detect. For example, in 2022, a destructive ransomware attack took 233… | false | BlueField DPU, DOCA, Morpheus | 2\|supercharge ransomware detection with ai-enhanced cybersecurity solutions | 1694002135 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/generative-ai-and-accelerated-computing-for-spear-phishing-detection/", "text" => "Learn more"} | Generative AI and Accelerated Computing for Spear Phishing Detection | Spear phishing is the largest and most costly form of cyber threat, with an estimated 300,000 reported victims in 2021 representing $44 million in reported… | false | Morpheus, NeMo Framework | 2\|generative ai and accelerated computing for spear phishing detection | 1694516400 | Blog | General Interest | | {"url" => "https://developer.nvidia.com/blog/unlocking-the-power-of-enterprise-ready-llms-with-nemo/", "text" => "Learn more"} | Unlocking the Power of Enterprise-Ready LLMs with NVIDIA NeMo | Generative AI has introduced a new era in computing, one promising to revolutionize human-computer interaction. At the forefront of this technological marvel… | false | NeMo, NeMo Guardrails | 2\|unlocking the power of enterprise-ready llms with nvidia nemo | 1691494511 | Blog | Beginner | | {"url" => "https://nvda.ws/3UreHhQ#new_tab", "text" => "Learn more"} | Upcoming Webinar: Enhance Generative AI Model Accuracy Through High-Quality Data Processing | Learn how to build scalable data processing pipelines to create high-quality datasets. | false | NeMo, NeMo Curator | 2\|upcoming webinar: enhance generative ai model accuracy through high-quality data processing | 1730118229 | Blog | Intermediate | | {"url" => "https://nvda.ws/4ePqHkD#new_tab", "text" => "Learn more"} | Just Released: NVIDIA NeMo Curator Improvements for Accelerating Data Curation | NeMo Curator now supports images, enabling you to process data for training accurate generative AI models. | false | NeMo, NeMo Curator | 2\|just released: nvidia nemo curator improvements for accelerating data curation | 1728032400 | Blog | Beginner | | {"url" => "https://nvda.ws/3J7ZHzx#new_tab", "text" => "Learn more"} | Webinar: AI-Enabled Cybersecurity for Financial Services | Learn how financial firms can build automated, real-time fraud and threat detection solutions with NVIDIA Morpheus. | false | Morpheus | 2\|webinar: ai-enabled cybersecurity for financial services | 1687265642 | Blog | General Interest | | {"url" => "https://nvda.ws/44L3bRZ#new_tab", "text" => "Learn more"} | Webinar: Cybersecurity and AI in Retail | Join NVIDIA on Tuesday, June 6, 2023 at 9AM PT, for a webinar on cybersecurity and AI in retail. We discuss how AI can bring a new level of information security to the... | false | Morpheus | 2\|webinar: cybersecurity and ai in retail | 1683536400 | Blog | General Interest | | {"url" => "https://developer.nvidia.com/blog/developers-design-innovative-network-security-solutions-at-the-nvidia-cybersecurity-hackathon/", "text" => "Learn more"} | Developers Design Innovative Network Security Solutions at the NVIDIA Cybersecurity Hackathon | The latest NVIDIA Cybersecurity Hackathon brought together 10 teams to create exciting cybersecurity innovations using the NVIDIA Morpheus cybersecurity AI… | false | BlueField DPU, DOCA, Morpheus | 2\|developers design innovative network security solutions at the nvidia cybersecurity hackathon | 1671008400 | Blog | | | {"url" => "https://info.nvidia.com/detecting-cyber-threats-with-unsupervised-learning.html?nvid=nv-int-txtad-297947-vt43#cid=dl24_nv-int-txtad_en-us#new_tab", "text" => "Learn more"} | Upcoming Webinar: Detecting Cyber Threats with Unsupervised Learning  | Discover how to detect cyber threats using machine learning and NVIDIA Morpheus, an open-source AI framework. | false | BlueField DPU, EGX, Morpheus | 2\|upcoming webinar: detecting cyber threats with unsupervised learning | 1659690000 | Blog | | | {"url" => "https://info.nvidia.com/improve-your-cybersecurity-posture-with-ai.html?nvid=nv-int-tblg-746753-vt22#cid=dl24_nv-int-tblg_en-us#new_tab", "text" => "Learn more"} | Upcoming Event: Improve Your Cybersecurity Posture with AI | Find out how federal agencies are adopting AI to improve cybersecurity in this November 16 webinar featuring Booz Allen Hamilton. | false | BlueField DPU, EGX, Morpheus | 2\|upcoming event: improve your cybersecurity posture with ai | 1666794600 | Blog | | | {"url" => "https://www.nvidia.com/en-us/launchpad/ai/digital-fingerprinting-to-detect-cyber-threats/#new_tab", "text" => "Learn more"} | Hands-on Lab: Digital Fingerprinting to Detect Cyber Threats | Learn how to use an NVIDIA AI workflow to uniquely fingerprint users and machines across your network in a new, free NVIDIA LaunchPad hands-on lab. | false | LaunchPad, Morpheus | 2\|hands-on lab: digital fingerprinting to detect cyber threats | 1675843200 | Blog | | | {"url" => "https://developer.nvidia.com/blog/nvidia-morpheus-helps-defend-against-spear-phishing-with-generative-ai/", "text" => "Learn more"} | NVIDIA Morpheus Helps Defend Against Spear Phishing with Generative AI | The NVIDIA Morpheus cybersecurity framework helps defend against spear phishing using generative AI. | false | Morpheus | 2\|nvidia morpheus helps defend against spear phishing with generative ai | 1679392253 | Blog | | | {"url" => "https://developer.nvidia.com/blog/from-neuroscience-to-data-science-my-road-into-cybersecurity/", "text" => "Learn more"} | From Neuroscience to Data Science: My Road Into Cybersecurity | If you asked a group of cybersecurity professionals how they got into the field, you might be surprised by the answers that you receive. With military officers… | false | Morpheus | 2\|from neuroscience to data science: my road into cybersecurity | 1678784400 | Blog | | | {"url" => "https://developer.nvidia.com/blog/safeguarding-networks-and-assets-with-digital-fingerprinting/", "text" => "Learn more"} | Safeguarding Networks and Assets with Digital Fingerprinting | Use of stolen or compromised credentials remains at the top of the list as the most common cause of a data breach. Because an attacker is using credentials or… | false | Morpheus | 2\|safeguarding networks and assets with digital fingerprinting | 1664960400 | Blog | | | {"url" => "https://developer.nvidia.com/blog/detecting-threats-faster-with-ai-based-cybersecurity/", "text" => "Learn more"} | Detecting Threats Faster with AI-Based Cybersecurity | The latest release of NVIDIA Morpheus includes new visualization capabilities enabling cybersecurity analysts to more quickly pinpoint and react to threats. | false | BlueField DPU, EGX, Morpheus | 2\|detecting threats faster with ai-based cybersecurity | 1663846800 | Blog | | | {"url" => "https://developer.nvidia.com/blog/addressing-cybersecurity-in-the-enterprise-with-ai/", "text" => "Learn more"} | Addressing Cybersecurity in the Enterprise with AI | Traditional cybersecurity approaches are falling short. See how AI can help you manage risks, identify vulnerabilities, and stop breaches in your enterprise. | false | Morpheus | 2\|addressing cybersecurity in the enterprise with ai | 1660813200 | Blog | | | {"url" => "https://nvda.ws/41vYE4d", "text" => "Learn more"} | Top Cybersecurity Sessions at NVIDIA GTC 2023 | Learn how AI is improving your cybersecurity to detect threats faster. | false | Morpheus | 2\|top cybersecurity sessions at nvidia gtc 2023 | 1677679200 | Blog | | | {"url" => "https://developer.nvidia.com/blog/insiders-guide-to-gtc-cybersecurity-data-center-data-science-and-networking/", "text" => "Learn more"} | Insider’s Guide to GTC: Cybersecurity, Data Center, Data Science, and Networking | Informative sessions on automated cyberattack prevention, power grid management from the edge, optimizing network storage, edge AI-on-5G, and addressing malware with... | false | Morpheus, RAPIDS | 2\|insider’s guide to gtc: cybersecurity, data center, data science, and networking | 1646907312 | Blog | General Interest | | {"url" => "https://developer.nvidia.com/blog/building-an-ai-agent-for-supply-chain-optimization-with-nvidia-nim-and-cuopt/", "text" => "Learn more"} | Building an AI Agent for Supply Chain Optimization with NVIDIA NIM and cuOpt | Enterprises face significant challenges in making supply chain decisions that maximize profits while adapting quickly to dynamic changes. | false | cuOpt, NeMo Retriever, NIM | 2\|building an ai agent for supply chain optimization with nvidia nim and cuopt | 1721137904 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/mitigating-stored-prompt-injection-attacks-against-llm-applications/", "text" => "Learn more"} | Mitigating Stored Prompt Injection Attacks Against LLM Applications | Explore how information retrieval systems may be used to perpetrate prompt injection attacks and how application developers can mitigate this risk. | false | General, NeMo Guardrails | 2\|mitigating stored prompt injection attacks against llm applications | 1691139950 | Blog | Beginner, Intermediate | | {"url" => "https://info.nvidia.com/rethinking-zero-trust-an-ai-based-approach-to-cybersecurity.html?nvid=nv-int-txtad-883906-vt43#cid=dl24_nv-int-txtad_en-us#new_tab", "text" => "Learn more"} | Upcoming Event: Rethinking Zero-Trust: An AI-Based Approach to Cybersecurity | Join us on May 26 to learn how you can leverage accelerated AI frameworks to build high performance zero-trust solutions with reduced friction and fewer lines of code. | false | BlueField DPU, EGX, Morpheus | 2\|upcoming event: rethinking zero-trust: an ai-based approach to cybersecurity | 1652691600 | Blog | | | {"url" => "https://developer.nvidia.com/blog/reallusion-brings-digital-characters-to-life-with-nvidia-ai/", "text" => "Learn more"} | Reallusion Brings Digital Characters to Life with NVIDIA AI | In today’s digital age, creating realistic animated characters is crucial for filmmakers, game developers, and content creators looking to bring their visions… | false | Maxine | 2\|reallusion brings digital characters to life with nvidia ai | 1718020773 | Blog | General Interest | | {"url" => "https://developer.nvidia.com/blog/video-talk-to-your-supply-chain-data-using-nvidia-nim/", "text" => "Learn more"} | Video: Talk to Your Supply Chain Data Using NVIDIA NIM | NVIDIA operates one of the largest and most complex supply chains in the world. The supercomputers we build connect tens of thousands of NVIDIA GPUs with… | false | cuOpt, NeMo, NeMo Microservices, NeMo Retriever, NIM | 2\|video: talk to your supply chain data using nvidia nim | 1718626409 | Blog | Beginner | | {"url" => "https://developer.nvidia.com/blog/supercharging-ai-accelerated-cybersecurity-threat-detection/", "text" => "Learn more"} | Supercharging AI-Accelerated Cybersecurity Threat Detection | NVIDIA Morpheus, now available for download, enables you to use AI to achieve up to 1000x improved performance. | false | BlueField DPU, EGX, Morpheus | 2\|supercharging ai-accelerated cybersecurity threat detection | 1648022460 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/improving-enterprise-it-fraud-prevention/", "text" => "Learn more"} | Improving Enterprise IT Fraud Prevention | This post discusses infrastructure factors to consider, such as performance, hardware, and types of AI software for implementing a fraud prevention strategy. | false | Morpheus | 2\|improving enterprise it fraud prevention | 1656489600 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/designing-a-new-net-for-phishing-detection-with-nvidia-morpheus/", "text" => "Learn more"} | Designing a New Net for Phishing Detection with NVIDIA Morpheus | With NVIDIA Morpheus, now available for download, you can achieve up to 99% accuracy for phishing detection, using AI. | false | Morpheus | 2\|designing a new net for phishing detection with nvidia morpheus | 1652697379 | Blog | | | {"url" => "https://developer.nvidia.com/blog/enhancing-zero-trust-security-with-data/", "text" => "Learn more"} | Enhancing Zero Trust Security with Data | This post discusses how a thoughtful cybersecurity team can structure a zero-trust system that keeps users and data safe, and maintain a seamless user experience. | false | Morpheus | 2\|enhancing zero trust security with data | 1652787788 | Blog | | | {"url" => "https://catalog.ngc.nvidia.com/orgs/nvidia/teams/riva/models/punctuationcapitalization_en_us_bert_base", "text" => "Learn more"} | RIVA Punctuation and Capitalization for English | For each word in the input text, the model: 1) predicts a punctuation mark that should follow the word (if any), the model supports commas, periods and question marks) and 2) predicts if the word should be capitalized or not. | false | Riva | 2\|riva punctuation and capitalization for english | 1751575822 | Model | Advanced | | {"url" => "https://nvda.ws/3P8tOKc%20#new_tab", "text" => "Learn more"} | Top Video Streaming and Conferencing Sessions at NVIDIA GTC 2024 | Learn how AI and NVIDIA Maxine are transforming the video streaming and conferencing industry. | false | Maxine | 2\|top video streaming and conferencing sessions at nvidia gtc 2024 | 1709824255 | Blog | General Interest | | {"url" => "https://catalog.ngc.nvidia.com/orgs/nvidia/teams/riva/models/speechtotext_es_us_conformer", "text" => "Learn more"} | RIVA Conformer ASR Spanish - ASR set 3.0 | Spanish Conformer ASR model trained on ASR set 3.0 | false | Riva | 2\|riva conformer asr spanish - asr set 3.0 | 1743693488 | Model | Advanced | | {"url" => "https://catalog.ngc.nvidia.com/orgs/nvidia/teams/riva/models/speechtotext_en_us_conformer", "text" => "Learn more"} | RIVA Conformer ASR English - ASR set 6.0 | English Conformer ASR model trained on ASR set 6.0 | false | Riva | 2\|riva conformer asr english - asr set 6.0 | 1743692919 | Model | Advanced | | {"url" => "https://catalog.ngc.nvidia.com/orgs/nvidia/teams/riva/models/speechtotext_en_us_citrinet", "text" => "Learn more"} | RIVA Citrinet ASR English en-US | English en-US Citrinet ASR model trained on RIVA ASR set | false | Riva | 2\|riva citrinet asr english en-us | 1680635131 | Model | Advanced | | {"url" => "https://catalog.ngc.nvidia.com/orgs/nvidia/teams/riva/models/speechtotext_ja_jp_conformer", "text" => "Learn more"} | RIVA Conformer ASR Japanese | Japanese Conformer ASR model trained on RIVA ASR set | false | Riva | 2\|riva conformer asr japanese | 1743693535 | Model | Advanced | | {"url" => "https://catalog.ngc.nvidia.com/orgs/nvidia/teams/riva/models/speechtotext_ar_ar_conformer", "text" => "Learn more"} | RIVA Conformer ASR Arabic | Arabic (ar-AR) Conformer ASR model trained on ASR set 2.0 | false | Riva | 2\|riva conformer asr arabic | 1743693189 | Model | Advanced | | {"url" => "https://catalog.ngc.nvidia.com/orgs/nvidia/teams/riva/models/speechtotext_ru_ru_conformer", "text" => "Learn more"} | RIVA Conformer ASR Russian | Russian Conformer ASR model trained on RIVA ASR set | false | Riva | 2\|riva conformer asr russian | 1743693565 | Model | Advanced | | {"url" => "https://catalog.ngc.nvidia.com/orgs/nvidia/teams/riva/models/speechtotext_hi_in_conformer", "text" => "Learn more"} | RIVA Conformer ASR Hindi | Hindi Conformer ASR model trained on RIVA ASR set | false | Riva | 2\|riva conformer asr hindi | 1743693434 | Model | Advanced | | {"url" => "https://catalog.ngc.nvidia.com/orgs/nvidia/teams/riva/models/speechtotext_en_us_lm", "text" => "Learn more"} | Riva ASR English LM | Base English n-gram LM trained on LibriSpeech, Switchboard and Fisher | false | Riva | 2\|riva asr english lm | 1719943458 | Model | Advanced | | {"url" => "https://developer.nvidia.com/blog/quickly-voice-your-apps-with-nvidia-nim-microservices-for-speech-and-translation/", "text" => "Learn more"} | Quickly Voice Your Apps with NVIDIA NIM Microservices for Speech and Translation | NVIDIA NIM, part of NVIDIA AI Enterprise, provides containers to self-host GPU-accelerated inferencing microservices for pretrained and customized AI models… | false | NIM, Riva | 2\|quickly voice your apps with nvidia nim microservices for speech and translation | 1726674523 | Blog | Intermediate, Advanced | | {"url" => "https://developer.nvidia.com/blog/how-to-take-a-rag-application-from-pilot-to-production-in-four-steps/", "text" => "Learn more"} | How to Take a RAG Application from Pilot to Production in Four Steps | Generative AI has the potential to transform every industry. Human workers are already using large language models (LLMs) to explain, reason about… | false | AI Enterprise, Metropolis, Morpheus, NeMo, NeMo Microservices, NeMo Retriever, NIM, RAPIDS, Riva | 2\|how to take a rag application from pilot to production in four steps | 1710774000 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/spotlight-convai-reinvents-non-playable-character-interactions/", "text" => "Learn more"} | Spotlight: Convai Reinvents Non-Playable Character Interactions | Convai is a versatile developer platform for designing characters with advanced multimodal perception abilities. These characters are designed to integrate… | false | AI Enterprise, Avatar Cloud Engine (ACE), Audio2Face, NeMo, Omniverse, Riva, Triton Inference Server, Dynamo | 2\|spotlight: convai reinvents non-playable character interactions | 1704702600 | Blog | General Interest | | {"url" => "https://developer.nvidia.com/blog/nvidia-speech-and-translation-ai-models-set-records-for-speed-and-accuracy/", "text" => "Learn more"} | NVIDIA Speech and Translation AI Models Set Records for Speed and Accuracy | Speech and translation AI models developed at NVIDIA are pushing the boundaries of performance and innovation. The NVIDIA Parakeet automatic speech recognition… | false | LaunchPad, Riva | 2\|nvidia speech and translation ai models set records for speed and accuracy | 1710838800 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/video-exploring-speech-ai-from-research-to-practical-production-applications/", "text" => "Learn more"} | Video: Exploring Speech AI from Research to Practical Production Applications | The integration of speech and translation AI into our daily lives is rapidly reshaping our interactions, from virtual assistants to call centers and augmented… | false | Riva | 2\|video: exploring speech ai from research to practical production applications | 1699344442 | Blog | General Interest | | {"url" => "https://developer.nvidia.com/blog/how-to-deploy-riva-speech-and-translation-ai-in-the-public-cloud/", "text" => "Learn more"} | How to Deploy NVIDIA Riva Speech and Translation AI in the Public Cloud | From start-ups to large enterprises, businesses use cloud marketplaces to find the new solutions needed to quickly transform their businesses. | false | Riva | 2\|how to deploy nvidia riva speech and translation ai in the public cloud | 1693303200 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/experience-real-time-audio-and-video-communication-with-nvidia-maxine/", "text" => "Learn more"} | Experience Real-Time Audio and Video Communication with NVIDIA Maxine  | NVIDIA Maxine Live Portrait webpage as seen on NVIDIA AI Foundation Models. | false | Maxine | 2\|experience real-time audio and video communication with nvidia maxine | 1704884400 | Blog | General Interest, Beginner | | {"url" => "https://nvda.ws/48oZgfp#new_tab", "text" => "Learn more"} | Workshop: Building Conversational AI Applications | Learn how to build and deploy production-quality conversational AI apps with real-time transcription and NLP. | false | NeMo Framework, Riva | 2\|workshop: building conversational ai applications | 1695204000 | Blog | Intermediate | | {"url" => "https://catalog.ngc.nvidia.com/orgs/nvidia/teams/riva/models/speechtotext_pt_br_conformer", "text" => "Learn more"} | RIVA Conformer ASR Brazilian Portuguese | Brazilian Portuguese (pt-BR) Conformer ASR model trained on ASR set 1.0 | false | Riva | 2\|riva conformer asr brazilian portuguese | 1743693798 | Model | Advanced | | {"url" => "https://catalog.ngc.nvidia.com/orgs/nvidia/teams/riva/containers/riva-speech", "text" => "Learn more"} | Riva Speech Skills | Riva Speech Skills is a scalable Conversational AI service platform. | false | Riva | 2\|riva speech skills | 1781627928 | Container | Intermediate | | {"url" => "https://developer.nvidia.com/blog/how-speech-recognition-improves-customer-service-in-telecommunications/", "text" => "Learn more"} | How Speech Recognition Improves Customer Service in Telecommunications | The telecommunication industry has seen a proliferation of AI-powered technologies in recent years, with speech recognition and translation leading the charge. | false | NeMo Framework, Riva | 2\|how speech recognition improves customer service in telecommunications | 1683018000 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/speech-ai-spotlight-visualizing-spoken-language-and-sounds-on-ar-glasses/", "text" => "Learn more"} | Speech AI Spotlight: Visualizing Spoken Language and Sounds on AR Glasses | Audio can include a wide range of sounds, from human speech to non-speech sounds like barking dogs and sirens. When designing accessible applications for people… | false | Riva | 2\|speech ai spotlight: visualizing spoken language and sounds on ar glasses | 1687507200 | Blog | General Interest | | {"url" => "https://nvda.ws/3VbKm5I#new_tab", "text" => "Learn more"} | Webinar: Empower Telco Contact Center Agents with Multi-Language Speech-AI-Customized Agent Assists | Join Infosys, NVIDIA and Quantiphi on June 7 to learn how to use speech and translation AI to improve agent assist solutions in multiple languages. | false | Riva | 2\|webinar: empower telco contact center agents with multi-language speech-ai-customized agent assists | 1684227600 | Blog | General Interest | | {"url" => "https://developer.nvidia.com/blog/unlocking-speech-ai-technology-for-global-language-users-top-qas/", "text" => "Learn more"} | Unlocking Speech AI Technology for Global Language Users: Top Q&As | This post summarizes the top questions asked during Unlocking Speech AI Technology for Global Language Users, a recorded talk from the Speech AI Summit 2022. | false | NeMo Framework, Riva | 2\|unlocking speech ai technology for global language users: top q&as | 1686045600 | Blog | General Interest | | {"url" => "https://developer.nvidia.com/blog/create-xr-experiences-using-natural-language-voice-commands-test-project-mellon/", "text" => "Learn more"} | Create XR Experiences Using Natural-Language Voice Commands: Test Project Mellon | At GTC 2023, NVIDIA announced that developers can start testing Project Mellon to explore creating hands-free extended reality (XR) experiences controlled by... | false | Riva | 2\|create xr experiences using natural-language voice commands: test project mellon | 1679558400 | Blog | | | {"url" => "https://nvda.ws/3EOo4QR#new_tab", "text" => "Learn more"} | Top Video Streaming and Conferencing Sessions at NVIDIA GTC 2023 | Learn about advancements in video conferencing that have transformed how we communicate. | false | Maxine, Riva | 2\|top video streaming and conferencing sessions at nvidia gtc 2023 | 1677834000 | Blog | General Interest | | {"url" => "https://nvda.ws/3onruEu#new_tab", "text" => "Learn more"} | Workshop: How to Enable Your Product with Voice Interface | This hands-on workshop will guide you through the process of voice-enabling your product, from familiarizing yourself with NVIDIA Riva to assessing the costs and... | false | Riva | 2\|workshop: how to enable your product with voice interface | 1681896548 | Blog | Beginner | | {"url" => "https://nvda.ws/3LCd3po#new_tab", "text" => "Learn more"} | Webinar: How Telcos Transform Customer Experiences with Conversational AI | Join Infosys, Quantiphi, Talkmap, and NVIDIA on May 31 for a live webinar to learn how telecommunications companies are using AI to improve operational efficiency and... | false | Riva | 2\|webinar: how telcos transform customer experiences with conversational ai | 1683018000 | Blog | | | {"url" => "https://nvda.ws/448NHGO#new_tab", "text" => "Learn more"} | Explainer: What Is Agent Assist? | Agent-assist technology uses AI and ML to provide facts and make real-time suggestions that help human agents across retail, telecom, and other industries conduct... | false | Riva | 2\|explainer: what is agent assist? | 1683198000 | Blog | General Interest | | {"url" => "https://nvda.ws/41sYdaR#new_tab", "text" => "Learn more"} | Top Conversational AI Sessions at NVIDIA GTC 2023 | Learn about the latest tools, trends, and technologies for building and deploying conversational AI. | false | NeMo Framework, Riva | 2\|top conversational ai sessions at nvidia gtc 2023 | 1677583827 | Blog | | | {"url" => "https://developer.nvidia.com/blog/autoscaling-nvidia-riva-deployment-with-kubernetes-for-speech-ai-in-production/", "text" => "Learn more"} | Autoscaling NVIDIA Riva Deployment with Kubernetes for Speech AI in Production | Learn how to deploy NVIDIA Riva servers on a large scale with Kubernetes for autoscaling and Traefik for load balancing. | false | Riva, Triton Inference Server, Dynamo | 2\|autoscaling nvidia riva deployment with kubernetes for speech ai in production | 1673515800 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/speech-ai-spotlight-how-pendulum-nabs-harmful-narratives-online/", "text" => "Learn more"} | Speech AI Spotlight: How Pendulum Nabs Harmful Narratives Online | Over 55% of the global population uses social media, easily sharing online content with just one click. While connecting with others and consuming entertaining… | false | Riva, Triton Inference Server, Dynamo | 2\|speech ai spotlight: how pendulum nabs harmful narratives online | 1675846800 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/reducing-development-time-for-intelligent-virtual-assistants-in-contact-centers/", "text" => "Learn more"} | Reducing Development Time for Intelligent Virtual Assistants in Contact Centers | As the global service economy grows, companies rely increasingly on contact centers to drive better customer experiences, increase customer satisfaction… | false | Riva | 2\|reducing development time for intelligent virtual assistants in contact centers | 1671091200 | Blog | | | {"url" => "https://info.nvidia.com/ai-virtual-assistant-for-finance-contact-centers-webinar.html#new_tab", "text" => "Learn more"} | Upcoming Webinar: Building an Intelligent Virtual Assistant for Financial Services | Join this webinar on January 25 and learn how to build a voice-enabled intelligent virtual assistant to improve customer experiences at contact centers. | false | Riva | 2\|upcoming webinar: building an intelligent virtual assistant for financial services | 1673427600 | Blog | | | {"url" => "https://developer.nvidia.com/blog/making-an-nvidia-riva-asr-service-for-a-new-language/", "text" => "Learn more"} | Making an NVIDIA Riva ASR Service for a New Language | NVIDIA Riva facilitates the process of creating ASR services with the tools and methodologies to help you realize your skills, all the way from raw data to a... | false | Riva | 2\|making an nvidia riva asr service for a new language | 1666951200 | Blog | Intermediate | | {"url" => "https://courses.nvidia.com/courses/course-v1:DLI+S-FX-04+V1/?nvid=nv-int-tblg-973505#cid=dli03_nv-int-tblg_en-us#new_tab", "text" => "Learn more"} | New Course: Get Started with Highly Accurate Custom ASR for Speech AI | Learn how to build, train, customize, and deploy a GPU-accelerated automatic speech recognition service with NVIDIA Riva in this self-paced course. | false | Riva | 2\|new course: get started with highly accurate custom asr for speech ai | 1666603800 | Blog | | | {"url" => "https://developer.nvidia.com/blog/speech-ai-technology-enables-natural-interactions-with-service-robots/", "text" => "Learn more"} | Speech AI Technology Enables Natural Interactions with Service Robots | From taking your order and serving you food in a restaurant to playing poker with you, service robots are becoming increasingly prevalent. Globally… | false | Riva | 2\|speech ai technology enables natural interactions with service robots | 1671207787 | Blog | | | {"url" => "https://www.nvidia.com/en-us/launchpad/ai/intelligent-virtual-assistant/#new_tab", "text" => "Learn more"} | New Hands-on Lab: Intelligent Virtual Assistant | Learn to build an engaging and intelligent virtual assistant with NVIDIA AI workflows powered by NVIDIA Riva in this free hands-on lab from NVIDIA LaunchPad… | false | LaunchPad, Riva | 2\|new hands-on lab: intelligent virtual assistant | 1674565200 | Blog | | | {"url" => "https://nvda.ws/3jRS331#new_tab", "text" => "Learn more"} | Top Speech AI Developer Day Sessions at NVIDIA GTC 2023 | Explore the latest advances in accurate and customizable automatic speech recognition, multi-language translation, and text-to-speech. | false | Riva | 2\|top speech ai developer day sessions at nvidia gtc 2023 | 1676383200 | Blog | | | {"url" => "https://developer.nvidia.com/riva/getting-started#new_tab", "text" => "Learn more"} | Just Released: New Updates to NVIDIA Riva | Build better GPU-accelerated Speech AI applications with the latest NVIDIA Riva updates, including enterprise support. | false | Riva | 2\|just released: new updates to nvidia riva | 1664186400 | Blog | | | {"url" => "https://developer.nvidia.com/blog/transforming-telco-network-operations-centers-with-nvidia-nemo-retriever-and-nvidia-nim/", "text" => "Learn more"} | Transforming Telco Network Operations Centers with NVIDIA NeMo Retriever and NVIDIA NIM | Telecom companies are challenged with consistently meeting service level agreements (SLAs) for end customers that ensure network quality of service. | false | NeMo, NeMo Guardrails, NeMo Retriever, NIM | 2\|transforming telco network operations centers with nvidia nemo retriever and nvidia nim | 1721714400 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/customize-generative-ai-models-for-enterprise-applications-with-llama-3-1/", "text" => "Learn more"} | Customize Generative AI Models for Enterprise Applications with Llama 3.1 | The newly unveiled Llama 3.1 collection of 8B, 70B, and 405B large language models (LLMs) is narrowing the gap between proprietary and open-source models. | false | NeMo, NeMo Curator, NeMo Customizer, NeMo Evaluator, NeMo Guardrails, NeMo Retriever, NIM | 2\|customize generative ai models for enterprise applications with llama 3.1 | 1721722500 | Blog | Beginner | | {"url" => "https://developer.nvidia.com/blog/build-an-agentic-rag-pipeline-with-llama-3-1-and-nvidia-nemo-retriever-nims/", "text" => "Learn more"} | Build an Agentic RAG Pipeline with Llama 3.1 and NVIDIA NeMo Retriever NIMs | Employing retrieval-augmented generation (RAG) is an effective strategy for ensuring large language model (LLM) responses are up-to-date and not hallucinated. | false | NeMo, NeMo Microservices, NeMo Retriever, NIM | 2\|build an agentic rag pipeline with llama 3.1 and nvidia nemo retriever nims | 1721722500 | Blog | Beginner | | {"url" => "https://developer.nvidia.com/blog/new-languages-enhanced-cybersecurity-and-medical-ai-frameworks-unveiled-at-gtc/", "text" => "Learn more"} | New Languages, Enhanced Cybersecurity, and Medical AI Frameworks Unveiled at GTC | Major updates to AI frameworks for building real-time speech AI apps, designing high-performing recommenders at scale, applying AI to cybersecurity challenges, and... | false | BioNeMo, Clara Holoscan, cuOpt, DRIVE, Isaac SDK, Maxine, Merlin, Metropolis, MONAI, Morpheus, NeMo Framework, Riva, Triton Inference Server, Dynamo | 2\|new languages, enhanced cybersecurity, and medical ai frameworks unveiled at gtc | 1663748280 | Blog | | | {"url" => "https://developer.nvidia.com/blog/deliver-personalized-retail-experiences-with-an-ai-powered-shopping-advisor/", "text" => "Learn more"} | Deliver Personalized Retail Experiences with an AI-Powered Shopping Advisor | Imagine being able to put your best sales associate in front of every customer for every interaction. Your best sales associate offers product recommendations… | false | NGC, NeMo, NeMo Retriever, NIM | 2\|deliver personalized retail experiences with an ai-powered shopping advisor | 1722514132 | Blog | Beginner | | {"url" => "https://developer.nvidia.com/blog/accelerating-inference-on-end-to-end-workflows-with-h2o-ai-and-nvidia/", "text" => "Learn more"} | Accelerating Inference on End-to-End Workflows with H2O.ai and NVIDIA | Data scientists are combining generative AI and predictive analytics to build the next generation of AI applications. In financial services… | false | NeMo Guardrails, NeMo Retriever, RAPIDS, Triton Inference Server, Dynamo | 2\|accelerating inference on end-to-end workflows with h2o.ai and nvidia | 1704348000 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/automating-telco-network-design-using-nvidia-nim-and-nvidia-nemo/", "text" => "Learn more"} | Automating Telco Network Design using NVIDIA NIM and NVIDIA NeMo | Telecom wireless network design demands streamlined processes and standardized approaches. Network architects, engineers, and IT professionals are challenged… | false | NeMo, NeMo Guardrails, NeMo Retriever, NIM | 2\|automating telco network design using nvidia nim and nvidia nemo | 1721714400 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/a-deep-dive-into-the-latest-ai-models-optimized-with-nvidia-nim/", "text" => "Learn more"} | A Deep Dive into the Latest AI Models Optimized with NVIDIA NIM | Delivered as optimized containers, NVIDIA NIM microservices are designed to accelerate AI application development for businesses of all sizes… | false | NeMo Retriever, NIM | 2\|a deep dive into the latest ai models optimized with nvidia nim | 1722934800 | Blog | General Interest | | {"url" => "https://developer.nvidia.com/blog/supercharging-llama-3-1-across-nvidia-platforms/", "text" => "Learn more"} | Supercharging Llama 3.1 across NVIDIA Platforms | Meta’s Llama collection of large language models are the most popular foundation models in the open-source community today, supporting a variety of use cases. | false | AI Enterprise, AI Foundation Models, NeMo Curator, NeMo Evaluator, NeMo Guardrails, NeMo Retriever, NIM, TensorRT | 2\|supercharging llama 3.1 across nvidia platforms | 1721722500 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/developing-the-next-generation-of-extended-reality-applications-with-speech-ai/", "text" => "Learn more"} | Developing the Next Generation of Extended Reality Applications with Speech AI | Technical tutorial for extended reality (XR) developers adding speech AI skills, like ASR and TTS, to AR/VR/MR applications using Riva SDK as an example. | false | CloudXR, Riva | 2\|developing the next generation of extended reality applications with speech ai | 1663146000 | Blog | | | {"url" => "https://developer.nvidia.com/blog/three-building-blocks-for-creating-ai-virtual-assistants-for-customer-service-with-an-nvidia-nim-agent-blueprint/", "text" => "Learn more"} | Three Building Blocks for Creating AI Virtual Assistants for Customer Service with an NVIDIA AI Blueprint | In today’s fast-paced business environment, providing exceptional customer service is no longer just a nice-to-have—it’s a necessity. | false | NeMo, NeMo Microservices, NeMo Retriever, NIM | 2\|three building blocks for creating ai virtual assistants for customer service with an nvidia ai blueprint | 1733932156 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/develop-multilingual-and-cross-lingual-information-retrieval-systems-with-efficient-data-storage/", "text" => "Learn more"} | Develop Multilingual and Cross-Lingual Information Retrieval Systems with Efficient Data Storage | Efficient text retrieval is critical for a broad range of information retrieval applications such as search, question answering, semantic textual similarity… | false | NeMo Retriever, NIM | 2\|develop multilingual and cross-lingual information retrieval systems with efficient data storage | 1734422400 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/advanced-rag-techniques-for-telco-o-ran-specifications-using-nvidia-nim-microservices/", "text" => "Learn more"} | Advanced RAG Techniques for Telco O-RAN Specifications Using NVIDIA NIM Microservices | Mobile communication standards play a crucial role in the telecommunications ecosystem by harmonizing technology protocols to facilitate interoperability… | false | NeMo, NeMo Guardrails, NeMo Retriever, NIM | 2\|advanced rag techniques for telco o-ran specifications using nvidia nim microservices | 1728554081 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/expanding-ai-agent-interface-options-with-2d-and-3d-digital-human-avatars/", "text" => "Learn more"} | Expanding AI Agent Interface Options with 2D and 3D Digital Human Avatars | When interfacing with generative AI applications, users have multiple communication options—text, voice, or through digital avatars. | false | Avatar Cloud Engine (ACE), Audio2Face, NeMo Microservices, NeMo Retriever, NIM, NIM Agent Blueprint, Omniverse, Riva | 2\|expanding ai agent interface options with 2d and 3d digital human avatars | 1731516803 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/build-a-digital-human-interface-for-ai-apps-with-an-nvidia-nim-agent-blueprint/", "text" => "Learn more"} | Build a Digital Human Interface for AI Apps with an NVIDIA NIM Agent Blueprint | Providing customers with quality service remains a top priority for businesses across industries, from answering questions and troubleshooting issues to… | false | AI Enterprise, Avatar Cloud Engine (ACE), NIM, Riva | 2\|build a digital human interface for ai apps with an nvidia nim agent blueprint | 1727271000 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/datastax-announces-new-ai-development-platform-built-with-nvidia-ai/", "text" => "Learn more"} | DataStax Announces New AI Development Platform, Built with NVIDIA AI | As enterprises increasingly adopt AI technologies, they face a complex challenge of efficiently developing, securing, and continuously improving AI applications… | false | AI Enterprise, NeMo, NeMo Curator, NeMo Customizer, NeMo Evaluator, NeMo Guardrails, NeMo Microservices, NeMo Retriever, NIM | 2\|datastax announces new ai development platform, built with nvidia ai | 1728972000 | Blog | Beginner | | {"url" => "https://developer.nvidia.com/blog/an-easy-introduction-to-multimodal-retrieval-augmented-generation-for-video-and-audio/", "text" => "Learn more"} | An Easy Introduction to Multimodal Retrieval-Augmented Generation for Video and Audio | Building a multimodal retrieval-augmented generation (RAG) system is challenging. The difficulty comes from capturing and indexing information from across… | false | Riva | 2\|an easy introduction to multimodal retrieval-augmented generation for video and audio | 1734339600 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/nvidia-ai-foundation-models-build-custom-enterprise-chatbots-and-co-pilots-with-production-ready-llms/", "text" => "Learn more"} | NVIDIA AI Foundation Models: Build Custom Enterprise Chatbots and Co-Pilots with Production-Ready LLMs | Large language models (LLMs) are revolutionizing data science, enabling advanced capabilities in natural language understanding, AI, and machine learning. | false | NeMo Guardrails | 2\|nvidia ai foundation models: build custom enterprise chatbots and co-pilots with production-ready llms | 1700035200 | Blog | | | {"url" => "https://developer.nvidia.com/blog/content-moderation-and-safety-checks-with-nvidia-nemo-guardrails/", "text" => "Learn more"} | Content Moderation and Safety Checks with NVIDIA NeMo Guardrails | Content moderation has become essential in retrieval-augmented generation (RAG) applications powered by generative AI, given the extensive volume of user… | false | NeMo Guardrails, NIM | 2\|content moderation and safety checks with nvidia nemo guardrails | 1733477031 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/streamline-generative-ai-development-with-nvidia-nemo-on-gpu-accelerated-google-cloud/", "text" => "Learn more"} | Streamline Generative AI Development with NVIDIA NeMo on GPU-Accelerated Google Cloud | Generative AI has become a transformative force of our era, empowering organizations spanning every industry to achieve unparalleled levels of productivity… | false | NeMo Guardrails | 2\|streamline generative ai development with nvidia nemo on gpu-accelerated google cloud | 1693303200 | Blog | | | {"url" => "https://developer.nvidia.com/blog/augmenting-security-operations-centers-with-accelerated-alert-triage-and-llm-agents-using-nvidia-morpheus/", "text" => "Learn more"} | Augmenting Security Operations Centers with Accelerated Alert Triage and LLM Agents Using NVIDIA Morpheus | Every day, security operation center (SOC) analysts receive an overwhelming amount of incoming security alerts. To ensure the continued safety of their… | false | Morpheus, NeMo Retriever | 2\|augmenting security operations centers with accelerated alert triage and llm agents using nvidia morpheus | 1729767736 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/rapidly-triage-container-security-with-the-vulnerability-analysis-nvidia-nim-agent-blueprint/", "text" => "Learn more"} | Rapidly Triage Container Security with the Vulnerability Analysis NVIDIA NIM Agent Blueprint | Addressing software security issues is becoming more challenging as the number of vulnerabilities reported in the CVE database continues to grow at an… | false | Morpheus, NIM | 2\|rapidly triage container security with the vulnerability analysis nvidia nim agent blueprint | 1728374400 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/curating-custom-datasets-for-llm-parameter-efficient-fine-tuning-with-nvidia-nemo-curator/", "text" => "Learn more"} | Curating Custom Datasets for LLM Parameter-Efficient Fine-Tuning with NVIDIA NeMo Curator | In a recent post, we discussed how to use NVIDIA NeMo Curator to curate custom datasets for pretraining or continuous training use cases of large language… | false | NeMo, NeMo Curator | 2\|curating custom datasets for llm parameter-efficient fine-tuning with nvidia nemo curator | 1722416400 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/supercharging-fraud-detection-in-financial-services-with-graph-neural-networks/", "text" => "Learn more"} | Supercharging Fraud Detection in Financial Services with Graph Neural Networks (Updated) | Note: This blog post was originally published on Oct. 28, 2024, but has been edited to reflect new updates. Fraud in financial services is a massive problem. | false | AI Enterprise, Morpheus, RAPIDS | 2\|supercharging fraud detection in financial services with graph neural networks (updated) | 1748905200 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/streamlining-data-processing-for-domain-adaptive-pretraining-with-nvidia-nemo-curator/", "text" => "Learn more"} | Streamlining Data Processing for Domain Adaptive Pretraining with NVIDIA NeMo Curator | Domain-adaptive pretraining (DAPT) of large language models (LLMs) is an important step towards building domain-specific models. | false | NeMo, NeMo Curator | 2\|streamlining data processing for domain adaptive pretraining with nvidia nemo curator | 1725960600 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/processing-high-quality-vietnamese-language-data-with-nvidia-nemo-curator/", "text" => "Learn more"} | Processing High-Quality Vietnamese Language Data with NVIDIA NeMo Curator | Open-source large language models (LLMs) excel in English but struggle with other languages, especially the languages of Southeast Asia. This is primarily due… | false | NeMo, NeMo Curator | 2\|processing high-quality vietnamese language data with nvidia nemo curator | 1732021453 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/curating-non-english-datasets-for-llm-training-with-nvidia-nemo-curator/", "text" => "Learn more"} | Curating Non-English Datasets for LLM Training with NVIDIA NeMo Curator | Data curation plays a crucial role in the development of effective and fair large language models (LLMs). High-quality, diverse training data directly impacts… | false | NeMo, NeMo Curator | 2\|curating non-english datasets for llm training with nvidia nemo curator | 1720602000 | Blog | Beginner | | {"url" => "https://developer.nvidia.com/blog/curating-custom-datasets-for-llm-training-with-nvidia-nemo-curator/", "text" => "Learn more"} | Curating Custom Datasets for LLM Training with NVIDIA NeMo Curator | Data curation is the first, and arguably the most important, step in the pretraining and continuous training of large language models (LLMs) and small language… | false | NeMo, NeMo Curator | 2\|curating custom datasets for llm training with nvidia nemo curator | 1716285600 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/harnessing-data-with-ai-to-boost-zero-trust-cyber-defense/", "text" => "Learn more"} | Harnessing Data with AI to Boost Zero Trust Cyber Defense | Modern cyber threats have grown increasingly sophisticated, posing significant risks to federal agencies and critical infrastructure. According to Deloitte… | false | Morpheus, NeMo, NeMo Retriever, NIM | 2\|harnessing data with ai to boost zero trust cyber defense | 1727343355 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/mastering-llm-techniques-data-preprocessing/", "text" => "Learn more"} | Mastering LLM Techniques: Text Data Processing | Training and customizing LLMs for high accuracy is fraught with challenges, primarily due to their dependency on high-quality data. Poor data quality and… | false | NeMo, NeMo Curator | 2\|mastering llm techniques: text data processing | 1731492306 | Blog | Intermediate, Advanced | | {"url" => "https://developer.nvidia.com/blog/build-enterprise-retrieval-augmented-generation-apps-with-nvidia-retrieval-qa-embedding-model/", "text" => "Learn more"} | Build Enterprise Retrieval-Augmented Generation Apps with NVIDIA Retrieval QA Embedding Model | Large language models (LLMs) are transforming the AI landscape with their profound grasp of human and programming languages. Essential for next-generation… | false | NeMo, NeMo Retriever | 2\|build enterprise retrieval-augmented generation apps with nvidia retrieval qa embedding model | 1701166250 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/scale-and-curate-high-quality-datasets-for-llm-training-with-nemo-curator/", "text" => "Learn more"} | Scale and Curate High-Quality Datasets for LLM Training with NVIDIA NeMo Curator | Enterprises are using large language models (LLMs) as powerful tools to improve operational efficiency and drive innovation. NVIDIA NeMo microservices aim to… | false | DGX Cloud, NeMo, NeMo Curator, NeMo Customizer | 2\|scale and curate high-quality datasets for llm training with nvidia nemo curator | 1711537200 | Blog | General Interest | | {"url" => "https://developer.nvidia.com/blog/scaling-enterprise-rag-with-accelerated-ethernet-networking-and-networked-storage/", "text" => "Learn more"} | Scaling Enterprise RAG with Accelerated Ethernet Networking and Networked Storage | In the era of generative AI, where machines are not just learning from data but generating human-like text, images, video, and more… | false | NeMo, NeMo Retriever | 2\|scaling enterprise rag with accelerated ethernet networking and networked storage | 1710774000 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/tips-for-building-a-rag-pipeline-with-nvidia-ai-langchain-ai-endpoints/", "text" => "Learn more"} | Tips for Building a RAG Pipeline with NVIDIA AI LangChain AI Endpoints | Retrieval-augmented generation (RAG) is a technique that combines information retrieval with a set of carefully designed system prompts to provide more accurate… | false | AI Foundation Models, NeMo Retriever | 2\|tips for building a rag pipeline with nvidia ai langchain ai endpoints | 1715158800 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/simplify-custom-generative-ai-development-with-nvidia-nemo-microservices/", "text" => "Learn more"} | Simplify Custom Generative AI Development with NVIDIA NeMo Microservices | Across the globe, enterprises are realizing the benefits of generative AI models. They are racing to adopt these models in various applications… | false | NeMo, NeMo Curator, NeMo Customizer, NeMo Evaluator | 2\|simplify custom generative ai development with nvidia nemo microservices | 1710774240 | Blog | Beginner | | {"url" => "https://developer.nvidia.com/blog/rag-101-retrieval-augmented-generation-questions-answered/", "text" => "Learn more"} | RAG 101: Retrieval-Augmented Generation Questions Answered | Data scientists, AI engineers, MLOps engineers, and IT infrastructure professionals must consider a variety of factors when designing and deploying a RAG… | false | NeMo Guardrails, NeMo Retriever, TensorRT, Triton Inference Server, Dynamo | 2\|rag 101: retrieval-augmented generation questions answered | 1702899882 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/curating-trillion-token-datasets-introducing-nemo-data-curator/", "text" => "Learn more"} | Curating Trillion-Token Datasets: Introducing NVIDIA NeMo Data Curator | The latest developments in large language model (LLM) scaling laws have shown that when scaling the number of model parameters, the number of tokens used for… | false | NeMo Curator | 2\|curating trillion-token datasets: introducing nvidia nemo data curator | 1691494380 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/an-easy-introduction-to-multimodal-retrieval-augmented-generation/", "text" => "Learn more"} | An Easy Introduction to Multimodal Retrieval-Augmented Generation | A retrieval-augmented generation (RAG) application has exponentially higher utility if it can work with a wide variety of data types—tables, graphs, charts… | false | General, NeMo Retriever | 2\|an easy introduction to multimodal retrieval-augmented generation | 1710932400 | Blog | Beginner | | {"url" => "https://developer.nvidia.com/blog/nvidia-text-embedding-model-tops-mteb-leaderboard/", "text" => "Learn more"} | NVIDIA Text Embedding Model Tops MTEB Leaderboard | The latest embedding model from NVIDIA—NV-Embed—set a new record for embedding accuracy with a score of 69.32 on the Massive Text Embedding Benchmark (MTEB)… | false | AI Enterprise, NeMo Retriever | 2\|nvidia text embedding model tops mteb leaderboard | 1718013600 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/evaluating-retriever-for-enterprise-grade-rag/", "text" => "Learn more"} | Evaluating Retriever for Enterprise-Grade RAG | The conversation about designing and evaluating Retrieval-Augmented Generation (RAG) systems is a long, multi-faceted discussion. Even when we look at retrieval… | false | NeMo, NeMo Retriever | 2\|evaluating retriever for enterprise-grade rag | 1708686146 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/year-in-review-trending-posts-of-2023-2/", "text" => "Learn more"} | Most Popular NVIDIA Technical Blog Posts of 2023: Generative AI, LLMs, Robotics, and Virtual Worlds Breakthroughs | NVIDIA developments in generative AI, large language models, high-performance computing are transforming AI solutions and sparking reader interest. | false | DGX, Grace CPU, Jetson, Jetson Orin, Maxine, NeMo Guardrails, TensorRT, TensorRT-LLM | 2\|most popular nvidia technical blog posts of 2023: generative ai, llms, robotics, and virtual worlds breakthroughs | 1702979421 | Blog | General Interest | | {"url" => "https://developer.nvidia.com/blog/announcing-nemotron-cc-a-trillion-token-english-language-dataset-for-llm-pretraining/", "text" => "Learn more"} | Announcing Nemotron-CC: A Trillion-Token English Language Dataset for LLM Pretraining | NVIDIA is excited to announce the release of Nemotron-CC, a 6.3-trillion-token English language Common Crawl dataset for pretraining highly accurate large… | false | NeMo, NeMo Curator | 2\|announcing nemotron-cc: a trillion-token english language dataset for llm pretraining | 1736421616 | Blog | Beginner, Intermediate | | {"url" => "https://developer.nvidia.com/blog/elevating-video-communication-with-the-nvidia-maxine-ai-developer-platform-and-videorequest/", "text" => "Learn more"} | Elevating Video Communication with the NVIDIA Maxine AI Developer Platform and VideoRequest | Effective video communication is important for everyone who communicates online. For businesses, educators, and content creators, it is vital. | false | Maxine | 2\|elevating video communication with the nvidia maxine ai developer platform and videorequest | 1723474391 | Blog | General Interest | | {"url" => "https://developer.nvidia.com/blog/enhance-your-training-data-with-new-nvidia-nemo-curator-classifier-models/", "text" => "Learn more"} | Enhance Your Training Data with New NVIDIA NeMo Curator Classifier Models | Classifier models are specialized in categorizing data into predefined groups or classes, playing a crucial role in optimizing data processing pipelines for… | false | cuDF, NeMo, NeMo Curator, RAPIDS | 2\|enhance your training data with new nvidia nemo curator classifier models | 1734620888 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/nvidia-deep-learning-institute-releases-new-generative-ai-teaching-kit/", "text" => "Learn more"} | NVIDIA Deep Learning Institute Releases New Generative AI Teaching Kit | Generative AI, powered by advanced machine learning models and deep neural networks, is revolutionizing industries by generating novel content and driving… | false | General, NeMo Guardrails | 2\|nvidia deep learning institute releases new generative ai teaching kit | 1740476869 | Blog | General Interest | | {"url" => "https://developer.nvidia.com/blog/nvidia-enables-trustworthy-safe-and-secure-large-language-model-conversational-systems/", "text" => "Learn more"} | NVIDIA Enables Trustworthy, Safe, and Secure Large Language Model Conversational Systems | Large language models (LLMs) are incredibly powerful and capable of answering complex questions, performing feats of creative writing, developing… | false | NeMo Guardrails | 2\|nvidia enables trustworthy, safe, and secure large language model conversational systems | 1682402400 | Blog | | | {"url" => "https://developer.nvidia.com/blog/insiders-guide-to-gtc-ar-vr-rendering-simulation-and-video-streaming/", "text" => "Learn more"} | Insider’s Guide to GTC: AR/VR, Rendering, Simulation, and Video Streaming | Notable sessions in the making of Green Planet AR, animating realistic digital humans, building a power industry digital twin, and making virtual production more... | false | CloudXR, DLSS, Maxine, PhysicsNeMo, Nsight Tools - Graphics | 2\|insider’s guide to gtc: ar/vr, rendering, simulation, and video streaming | 1646899998 | Blog | | | {"url" => "https://developer.nvidia.com/blog/orchestrating-innovation-at-scale-with-nvidia-maxine-and-texel/", "text" => "Learn more"} | Orchestrating Innovation at Scale with NVIDIA Maxine and Texel | The NVIDIA Maxine AI developer platform is a suite of NVIDIA NIM microservices, cloud-accelerated microservices, and SDKs that offer state-of-the-art features… | false | Maxine | 2\|orchestrating innovation at scale with nvidia maxine and texel | 1726496381 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/generative-ai-sparks-life-into-virtual-characters-with-ace-for-games/", "text" => "Learn more"} | Generative AI Sparks Life into Virtual Characters with NVIDIA ACE for Games | Use NVIDIA ACE for Games to build and deploy customized speech, conversation, and animation AI models in software and games. | false | Avatar Cloud Engine (ACE), Audio2Face, DGX, NeMo Guardrails | 2\|generative ai sparks life into virtual characters with nvidia ace for games | 1685305800 | Blog | | | {"url" => "https://nvda.ws/3Hmqvex#new_tab", "text" => "Learn more"} | Now Available: NVIDIA NeMo Guardrails | Develop safe and trustworthy LLM conversational applications with NVIDIA NeMo Guardrails, an open-source toolkit that enables programmable guardrails for defining... | false | NeMo Guardrails | 2\|now available: nvidia nemo guardrails | 1682672400 | Blog | | | {"url" => "https://developer.nvidia.com/blog/new-maxine-microservices-enhance-real-time-audio-and-video-effects-for-video-conferences-at-scale/", "text" => "Learn more"} | New NVIDIA Maxine Microservices Enhance Real-Time Audio and Video Effects for Conferences at Scale | Editor’s note: NVIDIA Maxine is now part of NVIDIA AI for Media. Learn more on the NVIDIA AI for Media developer page. At CES 2023, NVIDIA Maxine announced SDK… | false | Maxine | 2\|new nvidia maxine microservices enhance real-time audio and video effects for conferences at scale | 1672912800 | Blog | General Interest | | {"url" => "https://developer.nvidia.com/blog/major-updates-to-nvidia-ai-software-advancing-speech-recommenders-inference-and-more-announced-at-nvidia-gtc-2022/", "text" => "Learn more"} | Major Updates to NVIDIA AI Software Advancing Speech, Recommenders, Inference, and More Announced at NVIDIA GTC 2022 | At GTC 2022, NVIDIA announced Riva 2.0, Merlin 1.0, new features to NVIDIA Triton, and more. | false | Maxine, Merlin, NeMo Framework, Triton Inference Server, Dynamo | 2\|major updates to nvidia ai software advancing speech, recommenders, inference, and more announced at nvidia gtc 2022 | 1647943320 | Blog | | | {"url" => "https://developer.nvidia.com/blog/new-ai-sdks-and-tools-released-for-nvidia-blackwell-geforce-rtx-50-series-gpus/", "text" => "Learn more"} | New AI SDKs and Tools Released for NVIDIA Blackwell GeForce RTX 50 Series GPUs | NVIDIA recently announced a new generation of PC GPUs—the GeForce RTX 50 Series—alongside new AI-powered SDKs and tools for developers. Powered by the NVIDIA… | false | ACE, Blackwell, CUDA, Maxine, Nsight Tools - Graphics, RTX GPU, TensorRT, Video Codec SDK | 2\|new ai sdks and tools released for nvidia blackwell geforce rtx 50 series gpus | 1738216800 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/advancing-telepresence-and-next-generation-digital-humans-with-nvidia-maxine/", "text" => "Learn more"} | Advancing Telepresence and Next-Generation Digital Human Technology with NVIDIA Maxine | Editor’s note: NVIDIA Maxine is now part of NVIDIA AI for Media. Learn more on the NVIDIA AI for Media developer page. At SIGGRAPH 2024 this week… | false | Maxine | 2\|advancing telepresence and next-generation digital human technology with nvidia maxine | 1722259800 | Blog | General Interest | | {"url" => "https://developer.nvidia.com/blog/improve-human-connection-in-video-conferences-with-nvidia-maxine-eye-contact/", "text" => "Learn more"} | Improve Human Connection in Video Conferences with NVIDIA Maxine Eye Contact | Video conferencing is at the heart of several streaming use cases, such as vlogging, vtubing, webcasting, and even video streaming for remote work. | false | Maxine | 2\|improve human connection in video conferences with nvidia maxine eye contact | 1673503200 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/software-defined-broadcast-with-nvidia-holoscan-for-media/", "text" => "Learn more"} | Software-Defined Broadcast with NVIDIA Holoscan for Media | The broadcast industry is undergoing a transformation in how content is created, managed, distributed, and consumed. This transformation includes a shift from… | false | Ampere, BlueField DPU, CV-CUDA, DeepStream, Holoscan, Maxine | 2\|software-defined broadcast with nvidia holoscan for media | 1694692800 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/enhancing-generative-ai-model-accuracy-with-nvidia-nemo-curator/", "text" => "Learn more"} | Enhancing Generative AI Model Accuracy with NVIDIA NeMo Curator | In the rapidly evolving landscape of artificial intelligence, the quality of the data used for training models is paramount. High-quality data ensures that… | false | NeMo Curator | 2\|enhancing generative ai model accuracy with nvidia nemo curator | 1736758800 | Blog | General Interest | | {"url" => "https://developer.nvidia.com/blog/nvidia-maxine-elevates-video-conferencing-in-the-cloud/", "text" => "Learn more"} | NVIDIA Maxine Elevates Video Conferencing in the Cloud | NVIDIA Maxine has expanded to provide microservices that can be deployed in private or public clouds, enabling developers to leverage GPU power from remote servers. | false | Maxine | 2\|nvidia maxine elevates video conferencing in the cloud | 1679486400 | Blog | General Interest | | {"url" => "https://nvda.ws/3CwRR2w#new_tab", "text" => "Learn more"} | New NVIDIA AI Blueprint: Build a Customizable RAG Pipeline | Connect AI applications to enterprise data using embedding and reranking models for information retrieval. | false | NeMo Retriever, NIM | 2\|new nvidia ai blueprint: build a customizable rag pipeline | 1738247172 | Blog | Beginner | | {"url" => "https://register.nvidia.com/events/widget/nvidia/gtcfall2022/1661384036108001cWc5#new_tab", "text" => "Learn more"} | Top Rendering Sessions for Developers at GTC 2022 | Learn about the latest traditional and neural rendering technologies and how they are accelerating professional visualization. | false | Maxine, Nsight Tools - Graphics | 2\|top rendering sessions for developers at gtc 2022 | 1661950800 | Blog | | | {"url" => "https://developer.nvidia.com/blog/deploying-nvidia-riva-multilingual-asr-with-whisper-and-canary-architectures-while-selectively-deactivating-nmt/", "text" => "Learn more"} | Deploying NVIDIA Riva Multilingual ASR with Whisper and Canary Architectures While Selectively Deactivating NMT | NVIDIA has consistently developed automatic speech recognition (ASR) models that set the benchmark in the industry. Earlier versions of NVIDIA Riva… | false | NIM, Riva | 2\|deploying nvidia riva multilingual asr with whisper and canary architectures while selectively deactivating nmt | 1740048888 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/how-using-a-reranking-microservice-can-improve-accuracy-and-costs-of-information-retrieval/", "text" => "Learn more"} | How Using a Reranking Microservice Can Improve Accuracy and Costs of Information Retrieval | Applications requiring high-performance information retrieval span a wide range of domains, including search engines, knowledge management systems, AI agents… | false | Blueprint, NeMo, NeMo Retriever, NIM | 2\|how using a reranking microservice can improve accuracy and costs of information retrieval | 1741257218 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/measuring-the-effectiveness-and-performance-of-ai-guardrails-in-generative-ai-applications/", "text" => "Learn more"} | Measuring the Effectiveness and Performance of AI Guardrails in Generative AI Applications | Safeguarding AI agents and other conversational AI applications to ensure safe, on-brand and reliable behavior is essential for enterprises. | false | NeMo, NeMo Guardrails | 2\|measuring the effectiveness and performance of ai guardrails in generative ai applications | 1740993729 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/spotlight-personal-ai-brings-ai-receptionists-to-small-business-owners-with-nvidia-riva/", "text" => "Learn more"} | Spotlight: Personal AI Brings AI Receptionists to Small Business Owners with NVIDIA Riva | It’s 10 p.m. on a Tuesday when the phone rings at the Sapochnick Law Firm, a specialized law practice in San Diego, California. The caller, a client of the firm… | false | NIM, Riva | 2\|spotlight: personal ai brings ai receptionists to small business owners with nvidia riva | 1745941447 | Blog | Beginner | | {"url" => "https://developer.nvidia.com/blog/streamline-evaluation-of-llms-for-accuracy-with-nvidia-nemo-evaluator/", "text" => "Learn more"} | Streamline Evaluation of LLMs for Accuracy with NVIDIA NeMo Evaluator | Large language models (LLMs) have demonstrated remarkable capabilities, from tackling complex coding tasks to crafting compelling stories to translating natural… | false | NeMo, NeMo Customizer, NeMo Evaluator, NeMo Microservices, NIM | 2\|streamline evaluation of llms for accuracy with nvidia nemo evaluator | 1711537200 | Blog | Beginner, Intermediate | | {"url" => "https://developer.nvidia.com/blog/customizing-nvidia-nims-for-domain-specific-needs-with-nvidia-nemo/", "text" => "Learn more"} | Customizing NVIDIA NIM for Domain-Specific Needs with NVIDIA NeMo | Large language models (LLMs) adopted for specific enterprise applications most often benefit from model customization. Enterprises need to tailor ‌LLMs for… | false | NGC, NeMo, NeMo Customizer, NIM | 2\|customizing nvidia nim for domain-specific needs with nvidia nemo | 1720610181 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/maximize-ai-agent-performance-with-data-flywheels-using-nvidia-nemo-microservices/", "text" => "Learn more"} | Maximize AI Agent Performance with Data Flywheels | AI agents need to continuously evolve. With NeMo microservices developers can create and maintain a robust data flywheel for AI agents. | false | NeMo, NeMo Retriever, NeMo Curator, NeMo Evaluator | 1\|maximize ai agent performance with data flywheels | 1791278003 | Blog | Beginner | | {"url" => "https://developer.nvidia.com/blog/mastering-llm-techniques-evaluation/", "text" => "Learn more"} | Mastering LLM Techniques: Evaluation | Explore robust evaluation techniques and best practices for assessing the accuracy and reliability of LLMs and RAG systems. | false | NeMo Evaluator, NeMo | 1\|mastering llm techniques: evaluation | 1791278003 | Blog | Beginner | | {"url" => "https://developer.nvidia.com/blog/defining-llm-red-teaming/", "text" => "Learn more"} | Defining LLM Red Teaming | There is an activity where people provide inputs to generative AI technologies, such as large language models (LLMs), to see if the outputs can be made to… | false | AI Enterprise, NeMo Guardrails | 2\|defining llm red teaming | 1740480566 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/building-nemotron-cc-a-high-quality-trillion-token-dataset-for-llm-pretraining-from-common-crawl-using-nvidia-nemo-curator/", "text" => "Learn more"} | Building Nemotron-CC, A High-Quality Trillion Token Dataset for LLM Pretraining from Common Crawl Using NVIDIA NeMo Curator | Curating high-quality pretraining datasets is critical for enterprise developers aiming to train state-of-the-art large language models (LLMs). | false | cuDF, cuML, NeMo Curator, Nemotron, RAPIDS | 2\|building nemotron-cc, a high-quality trillion token dataset for llm pretraining from common crawl using nvidia nemo curator | 1746609751 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/r2d2-advancing-robot-mobility-whole-body-control-with-ai-from-nvidia-research/", "text" => "Learn more"} | R²D²: Advancing Robot Mobility and Whole-Body Control with Novel Workflows and AI Foundation Models from NVIDIA Research | Welcome to the first edition of the NVIDIA Robotics Research and Development Digest (R2D2). This technical blog series will give developers and researchers… | false | Cosmos, Isaac Sim, Omniverse | 2\|r2d2: advancing robot mobility and whole-body control with novel workflows and ai foundation models from nvidia research | 1743062400 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/accelerating-the-future-of-transportation-with-ses-ais-nvidia-powered-innovation-for-electric-vehicles/", "text" => "Learn more"} | Accelerating the Future of Transportation with SES AI's NVIDIA-Powered Innovation for Electric Vehicles | Electric vehicles (EVs) are transforming transportation, but challenges such as cost, longevity, and range remain barriers to widespread adoption. | false | DGX Cloud, NeMo, NeMo Curator, NIM | 2\|accelerating the future of transportation with ses ai's nvidia-powered innovation for electric vehicles | 1742893200 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/prevent-llm-hallucinations-with-the-cleanlab-trustworthy-language-model-in-nvidia-nemo-guardrails/", "text" => "Learn more"} | Prevent LLM Hallucinations with the Cleanlab Trustworthy Language Model in NVIDIA NeMo Guardrails | As more enterprises integrate LLMs into their applications, they face a critical challenge: LLMs can generate plausible but incorrect responses… | false | NeMo, NeMo Guardrails, NIM | 2\|prevent llm hallucinations with the cleanlab trustworthy language model in nvidia nemo guardrails | 1744203600 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/enhance-your-ai-agent-with-data-flywheels-using-nvidia-nemo-microservices/", "text" => "Learn more"} | Enhance Your AI Agent with Data Flywheels Using NVIDIA NeMo Microservices | Enterprise data is constantly changing. This presents significant challenges for maintaining AI system accuracy over time. As organizations increasingly rely on… | false | NeMo, NeMo Curator, NeMo Customizer, NeMo Evaluator, NeMo Guardrails, NeMo Microservices, NIM | 2\|enhance your ai agent with data flywheels using nvidia nemo microservices | 1745388000 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/developing-an-ai-powered-tool-for-automatic-citation-validation-using-nvidia-nim/", "text" => "Learn more"} | Developing an AI-Powered Tool for Automatic Citation Validation Using NVIDIA NIM | The accuracy of citations is crucial for maintaining the integrity of both academic and AI-generated content. When citations are inaccurate or wrong… | false | A100, NeMo Retriever, NIM | 2\|developing an ai-powered tool for automatic citation validation using nvidia nim | 1744796450 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/evaluating-and-enhancing-rag-pipeline-performance-using-synthetic-data/", "text" => "Learn more"} | Evaluating and Enhancing RAG Pipeline Performance Using Synthetic Data  | As large language models (LLM) gain popularity in various question-answering systems, retrieval-augmented generation (RAG) pipelines have also become a focal… | false | NeMo Curator, NeMo Retriever | 2\|evaluating and enhancing rag pipeline performance using synthetic data | 1744025946 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/simulating-robots-in-industrial-facility-digital-twins/", "text" => "Learn more"} | Simulating Robots in Industrial Facility Digital Twins | Industrial enterprises are embracing physical AI and autonomous systems to transform their operations. This involves deploying heterogeneous robot fleets that… | false | Blueprint, Metropolis, Omniverse | 2\|simulating robots in industrial facility digital twins | 1743411600 | Blog | Intermediate | | {"url" => "https://catalog.ngc.nvidia.com/orgs/nvidia/teams/nemo-microservices/collections/nemo-microservices", "text" => "Learn more"} | NVIDIA NeMo Microservices | This collection contains the NeMo microservices to build an end-to-end platform for fine-tuning, evaluating, and serving LLMs on your Kubernetes cluster. | true | NeMo, NeMo Evaluator, NeMo Guardrails, NeMo Customizer | 0\|nvidia nemo microservices | 1791278003 | Container | Intermediate | | {"url" => "https://www.youtube.com/watch?v=TX-NNK2FRdY", "text" => "Learn more"} | Customizing AI Agents for Tool Calling | Learn how to customize AI agents for precise function calling with this end-to-end example with NVIDIA NeMo microservices. | true | NeMo, NeMo Customizer, NeMo Evaluator, NeMo Guardrails | 0\|customizing ai agents for tool calling | 1791278003 | Video | Beginner | | {"url" => "https://developer.nvidia.com/blog/applying-autoencoder-based-gnns-for-high-throughput-network-anomaly-detection-in-netflow-data/", "text" => "Learn more"} | Applying Autoencoder-Based GNNs for High-Throughput Network Anomaly Detection in NetFlow Data | As modern enterprise and cloud environments scale, the complexity and volume of network traffic increase dramatically. NetFlow is used to record metadata about… | false | Morpheus | 2\|applying autoencoder-based gnns for high-throughput network anomaly detection in netflow data | 1746717521 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/stream-smarter-and-safer-learn-how-nvidia-nemo-guardrails-enhance-llm-output-streaming/", "text" => "Learn more"} | Stream Smarter and Safer: Learn how NVIDIA NeMo Guardrails Enhance LLM Output Streaming | ​​LLM Streaming sends a model’s response incrementally in real time, token by token, as it’s being generated. The output streaming capability has evolved from a… | false | NeMo Guardrails, NeMo Microservices | 2\|stream smarter and safer: learn how nvidia nemo guardrails enhance llm output streaming | 1747995368 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/accelerating-text-to-sql-inference-on-vanna-with-nvidia-nim-for-faster-analytics/", "text" => "Learn more"} | Accelerating Text-to-SQL Inference on Vanna with NVIDIA NIM for Faster Analytics | Slow and inefficient query generation from natural language inputs bottlenecks decision-making. This forces analysts and business users to rely heavily on data… | false | NeMo Retriever, NIM | 2\|accelerating text-to-sql inference on vanna with nvidia nim for faster analytics | 1748594728 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/concept%e2%80%91driven-ai-teaching-assistant-guides-students-to-deeper-insights/", "text" => "Learn more"} | Concept‑Driven AI Teaching Assistant Guides Students to Deeper Insights | In today’s educational landscape, generative AI tools have become both a blessing and a challenge. While these tools offer unprecedented access to information… | false | Blueprint, DGX Cloud, NeMo Guardrails, NeMo Retriever | 2\|concept-driven ai teaching assistant guides students to deeper insights | 1746626271 | Blog | Beginner | | {"url" => "https://developer.nvidia.com/blog/nvidia-deep-learning-institute-offers-multilingual-ai-training-at-gtc-paris/", "text" => "Learn more"} | NVIDIA Deep Learning Institute Offers Multilingual AI Training at GTC Paris | Large language models (LLMs) are capable of recognizing, summarizing, translating, predicting, and generating content. Yet even the most powerful LLMs face… | false | NeMo, NeMo Evaluator, TensorRT-LLM | 2\|nvidia deep learning institute offers multilingual ai training at gtc paris | 1748605362 | Blog | General Interest | | {"url" => "https://developer.nvidia.com/blog/build-custom-reasoning-models-with-advanced-open-post-training-datasets/", "text" => "Learn more"} | Build Custom Reasoning Models with Advanced, Open Post-Training Datasets | Synthetic data has become a standard part of large language model (LLM) post-training procedures. Using a large number of synthetically generated examples from… | false | NeMo, NeMo Curator, NeMo Customizer, Nemotron | 2\|build custom reasoning models with advanced, open post-training datasets | 1747215206 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/designing-ai-factories-using-openusd-and-simready-assets/", "text" => "Learn more"} | Designing AI Factories Using OpenUSD and SimReady Assets | Announced at COMPUTEX 2025, the NVIDIA Omniverse Blueprint for AI factory digital twins has expanded to support OpenUSD schemas. The blueprint features new… | false | Blueprint, Omniverse | 2\|designing ai factories using openusd and simready assets | 1747609200 | Blog | Intermediate | | {"url" => "https://www.nvidia.com/en-us/events/supercharge-agentic-ai-build-scalable-data-flywheels/", "text" => "Learn more"} | Supercharge Agentic AI: Build Scalable Data Flywheels | Learn best practices for integrating NeMo components to optimize AI agent performance. | true | NeMo, NeMo Evaluator, NeMo Customizer, NeMo Guardrails | 0\|supercharge agentic ai: build scalable data flywheels | 1791278003 | Webinar | Beginner | | {"url" => "https://www.youtube.com/watch?v=8Mwrfvq-GeY%20", "text" => "Learn more"} | How Robot Brains Dream and Explore Unseen Worlds | NVIDIA Isaac GR00T-Dreams enables developers to generate large-scale synthetic trajectory data from minimal human demonstrations, enabling robots to quickly… | false | Cosmos | 2\|how robot brains dream and explore unseen worlds | 1748607403 | Blog | General Interest | | {"url" => "https://developer.nvidia.com/blog/enhance-robot-learning-with-synthetic-trajectory-data-generated-by-world-foundation-models/", "text" => "Learn more"} | Enhance Robot Learning with Synthetic Trajectory Data Generated by World Foundation Models | Generalist robotics have arrived, powered by advances in mechatronics and robot AI foundation models. But a key bottleneck remains: robots need vast training… | false | Blueprint, Cosmos, Isaac Sim, Jetson Orin, Omniverse | 2\|enhance robot learning with synthetic trajectory data generated by world foundation models | 1750068000 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/isaac-sim-and-isaac-lab-are-now-available-for-early-developer-preview/", "text" => "Learn more"} | Announcing General Availability for NVIDIA Isaac Sim 5.0 and NVIDIA Isaac Lab 2.2 | At SIGGRAPH 2025, NVIDIA released general access for NVIDIA Isaac Sim and NVIDIA Isaac Lab reference robotics simulation and learning frameworks. | false | Cosmos, Isaac Sim, Omniverse | 2\|announcing general availability for nvidia isaac sim 5.0 and nvidia isaac lab 2.2 | 1754899200 | Blog | Beginner | | {"url" => "https://developer.nvidia.com/blog/nvidia-speech-ai-models-deliver-industry-leading-accuracy-and-performance/", "text" => "Learn more"} | NVIDIA Speech AI Models Deliver Industry-Leading Accuracy and Performance | NVIDIA is driving state-of-the-art performance, efficiency, and accessibility in both speech AI and language models, setting the stage for innovations that are… | false | NIM, Riva | 2\|nvidia speech ai models deliver industry-leading accuracy and performance | 1749032191 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/run-multimodal-extraction-for-more-efficient-ai-pipelines-using-one-gpu/", "text" => "Learn more"} | Run Multimodal Extraction for More Efficient AI Pipelines Using One GPU | As enterprises generate and consume increasing volumes of diverse data, extracting insights from multimodal documents, like PDFs and presentations… | false | Blueprint, NeMo Retriever | 2\|run multimodal extraction for more efficient ai pipelines using one gpu | 1750253511 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/introducing-nvfp4-for-efficient-and-accurate-low-precision-inference/", "text" => "Learn more"} | Introducing NVFP4 for Efficient and Accurate Low-Precision Inference | To get the most out of AI, optimizations are critical. When developers think about optimizing AI models for inference, model compression techniques—such as… | false | Blackwell, TensorRT, TensorRT-LLM | 2\|introducing nvfp4 for efficient and accurate low-precision inference | 1750756726 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/build-efficient-ai-agents-through-model-distillation-with-nvidias-data-flywheel-blueprint/", "text" => "Learn more"} | Build Efficient AI Agents With the Data Flywheel Blueprint | Explore how our new AI blueprint can help enable self-improving AI agents by automating model optimization. | false | NeMo, NeMo Evaluator, NeMo Customizer, NeMo Guardrails | 1\|build efficient ai agents with the data flywheel blueprint | 1791278003 | Blog | Beginner | | {"url" => "https://developer.nvidia.com/blog/run-high-performance-ai-applications-with-nvidia-tensorrt-for-rtx/", "text" => "Learn more"} | Run High-Performance AI Applications with NVIDIA TensorRT for RTX | NVIDIA TensorRT for RTX is now available for download as an SDK that can be integrated into C++ and Python applications for both Windows and Linux. | false | TensorRT | 2\|run high-performance ai applications with nvidia tensorrt for rtx | 1749708000 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/accelerate-decision-optimization-using-open-source-nvidia-cuopt/", "text" => "Learn more"} | Accelerate Decision Optimization Using Open Source NVIDIA cuOpt | Businesses make thousands of decisions every day—what to produce, where to ship, how to allocate resources. At scale, optimizing these decisions becomes a… | false | cuOpt | 2\|accelerate decision optimization using open source nvidia cuopt | 1749614400 | Blog | Intermediate | | {"url" => "https://youtu.be/hTYrjYbFHyU", "text" => "Learn more"} | Optimize AI Agents With a Data Flywheel | Get an overview of what a data flywheel is, how a data flywheel automates the optimization of AI agents by continuously automating model distillation and experimentation. | false | NeMo, NeMo Evaluator, NeMo Customizer, NeMo Guardrails | 1\|optimize ai agents with a data flywheel | 1791278003 | Video | Beginner | | {"url" => "https://build.nvidia.com/nvidia/build-an-enterprise-data-flywheel", "text" => "Learn more"} | Data Flywheel Blueprint | Build a data flywheel, with NVIDIA NeMo microservices, that continuously optimizes AI agents for latency and cost — while maintaining accuracy targets. | true | NeMo, NeMo Evaluator, NeMo Customizer, NeMo Guardrails | 0\|data flywheel blueprint | 1791278003 | Example | Beginner | | {"url" => "https://developer.nvidia.com/blog/best-in-class-multimodal-rag-how-the-llama-3-2-nemo-retriever-embedding-model-boosts-pipeline-accuracy/", "text" => "Learn more"} | Best-in-Class Multimodal RAG: How the Llama 3.2 NeMo Retriever Embedding Model Boosts Pipeline Accuracy | Data goes far beyond text—it is inherently multimodal, encompassing images, video, audio, and more, often in complex and unstructured formats. | false | NeMo, NeMo Retriever | 2\|best-in-class multimodal rag: how the llama 3.2 nemo retriever embedding model boosts pipeline accuracy | 1751277394 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/r2d2-training-generalist-robots-with-nvidia-research-workflows-and-world-foundation-models/", "text" => "Learn more"} | R²D²: Training Generalist Robots with NVIDIA Research Workflows and World Foundation Models | A major challenge in robotics is training robots to perform new tasks without the massive effort of collecting and labeling datasets for every new task and… | false | Cosmos, Isaac ROS | 2\|r2d2: training generalist robots with nvidia research workflows and world foundation models | 1752653668 | Blog | Beginner | | {"url" => "https://developer.nvidia.com/blog/fine-tuning-llmops-for-rapid-model-evaluation-and-ongoing-optimization/", "text" => "Learn more"} | Fine-Tuning LLMOps for Rapid Model Evaluation and Ongoing Optimization | Large language models (LLMs) have created unprecedented opportunities across various industries. However, moving LLMs from research and development into… | false | AI Enterprise, Blueprint, NeMo Curator, NeMo Customizer, NeMo Evaluator, NeMo Guardrails, NeMo Microservices, NIM | 2\|fine-tuning llmops for rapid model evaluation and ongoing optimization | 1750154400 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/enhancing-multilingual-human-like-speech-and-voice-cloning-with-nvidia-riva-tts/", "text" => "Learn more"} | Enhancing Multilingual Human-Like Speech and Voice Cloning with NVIDIA Riva TTS | While speech AI is used to build digital assistants and voice agents, its impact extends far beyond these applications. Core technologies like text-to-speech… | false | AI Enterprise, NIM, Riva | 2\|enhancing multilingual human-like speech and voice cloning with nvidia riva tts | 1752485400 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/llm-inference-benchmarking-performance-tuning-with-tensorrt-llm/", "text" => "Learn more"} | LLM Inference Benchmarking: Performance Tuning with TensorRT-LLM | This is the third post in the large language model latency-throughput benchmarking series, which aims to instruct developers on how to benchmark LLM inference… | false | TensorRT, TensorRT-LLM | 2\|llm inference benchmarking: performance tuning with tensorrt-llm | 1751882400 | Blog | Beginner | | {"url" => "https://developer.nvidia.com/blog/run-google-deepminds-gemma-3n-on-nvidia-jetson-and-rtx/", "text" => "Learn more"} | Run Google DeepMind’s Gemma 3n on NVIDIA Jetson and RTX | As of today, NVIDIA now supports the general availability of Gemma 3n on NVIDIA RTX and Jetson. Gemma, previewed by Google DeepMind at Google I/O last month… | false | Jetson, Jetson Orin, NeMo, NeMo Curator, NeMo Evaluator, NeMo Microservices, RTX GPU | 2\|run google deepmind’s gemma 3n on nvidia jetson and rtx | 1750931100 | Blog | Beginner | | {"url" => "https://www.nvidia.com/en-us/events/sovereign-ai-in-practice-webinar/?ncid=ref-dev-171762-emeatalks", "text" => "Learn more"} | Check Out Sovereign AI in Practice Through an NVIDIA Webinar | Join NVIDIA experts and leading European model builders on July 8 for a webinar on building and deploying multilingual large language models. | false | NeMo, NeMo Evaluator, TensorRT-LLM | 2\|check out sovereign ai in practice through an nvidia webinar | 1750849192 | Blog | General Interest | | {"url" => "https://developer.nvidia.com/blog/boost-embedding-model-accuracy-for-custom-information-retrieval/", "text" => "Learn more"} | Boost Embedding Model Accuracy for Custom Information Retrieval | Customizing embedding models is crucial for effective information retrieval, especially when working with domain-specific data like legal text, medical records… | false | NeMo Curator | 2\|boost embedding model accuracy for custom information retrieval | 1750819748 | Blog | Intermediate | | {"url" => "https://huggingface.co/nvidia/llama-nemoretriever-colembed-3b-v1/tree/main#new_tab", "text" => "Learn more"} | NVIDIA NeMo Retriever Scores First Place for Visual Retrieval | NeMo Retriever tops several visual document retrieval leaderboards, setting new standards for RAG apps. | false | NeMo Retriever | 2\|nvidia nemo retriever scores first place for visual retrieval | 1751276579 | Blog | General Interest | | {"url" => "https://developer.nvidia.com/blog/build-more-accurate-and-efficient-ai-agents-with-the-new-nvidia-llama-nemotron-super-v1-5/", "text" => "Learn more"} | Build More Accurate and Efficient AI Agents with the New NVIDIA Llama Nemotron Super v1.5 | AI agents now solve multi-step problems, write production-level code, and act as general assistants across multiple domains. But to reach their full potential… | false | Nemotron, NIM | 2\|build more accurate and efficient ai agents with the new nvidia llama nemotron super v1.5 | 1753798500 | Blog | Beginner | | {"url" => "https://developer.nvidia.com/blog/serverless-distributed-data-processing-with-apache-spark-and-nvidia-ai-on-azure/", "text" => "Learn more"} | Serverless Distributed Data Processing with Apache Spark and NVIDIA AI on Azure | The process of converting vast libraries of text into numerical representations known as embeddings is essential for generative AI. | false | NIM, RAPIDS | 2\|serverless distributed data processing with apache spark and nvidia ai on azure | 1753266600 | Blog | Intermediate | | {"url" => "https://huggingface.co/spaces/hf-audio/open_asr_leaderboard#new_tab", "text" => "Learn more"} | NVIDIA Canary‑Qwen‑2.5B: Open‑Source ASR/LLM for Superior Transcription and Summarization | Top‑ranked on the HuggingFace Open‑ASR leaderboard, the model is production‑ready. | false | Riva | 2\|nvidiacanary-qwen-2.5b: open-source asr/llm for superior transcription and summarization | 1752747447 | Blog | Beginner | | {"url" => "https://developer.nvidia.com/blog/approaches-to-pdf-data-extraction-for-information-retrieval/", "text" => "Learn more"} | Approaches to PDF Data Extraction for Information Retrieval | The PDF is among the most common file formats for sharing information such as financial reports, research papers, technical documents, and marketing materials. | false | Blueprint, cuVS, NeMo, NeMo Retriever | 2\|approaches to pdf data extraction for information retrieval | 1753268174 | Blog | Intermediate, Advanced | | {"url" => "https://developer.nvidia.com/blog/train-a-reasoning-capable-llm-in-one-weekend-with-nvidia-nemo/", "text" => "Learn more"} | Train a Reasoning-Capable LLM in One Weekend with NVIDIA NeMo | Have you ever wanted to build your own reasoning models such as the open NVIDIA Nemotron, but thought it was too complicated or required massive resources? | false | NeMo, NeMo Curator, NeMo Evaluator, Nemotron | 2\|train a reasoning-capable llm in one weekend with nvidia nemo | 1753208336 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/safeguard-agentic-ai-systems-with-the-nvidia-safety-recipe/", "text" => "Learn more"} | Safeguard Agentic AI Systems with the NVIDIA Safety Recipe | As large language models (LLMs) power more agentic systems capable of performing autonomous actions, tool use, and reasoning, enterprises are drawn to their… | false | NeMo, NeMo Guardrails, NIM | 2\|safeguard agentic ai systems with the nvidia safety recipe | 1752742800 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/bringing-verifiable-trust-to-ai-models-model-signing-in-ngc/", "text" => "Learn more"} | Bringing Verifiable Trust to AI Models: Model Signing in NGC | AI is entering a new era—one defined by agents that reason, plan, and take action. These agentic systems dynamically interact with APIs, tools… | false | AI Enterprise, NGC, NIM | 2\|bringing verifiable trust to ai models: model signing in ngc | 1753696800 | Blog | Beginner | | {"url" => "https://www.youtube.com/watch?v=NBcZOQHn46g", "text" => "Learn more"} | Beyond the Algorithm with NVIDIA | Explore the NVIDIA Data Flywheel Blueprint, an open reference architecture for distilling knowledge from larger models into smaller, faster, and cost-efficient alternatives. | true | NeMo, NeMo Evaluator, NeMo Customizer, NeMo Guardrails | 0\|beyond the algorithm with nvidia | 1791278003 | Video | Beginner | | {"url" => "https://build.nvidia.com/moonshotai/kimi-k2-instruct#new_tab", "text" => "Learn more"} | Kimi-K2-Instruct Now Available as NVIDIA NIM | Try the new 1T-parameter open source MoE LLM today. | false | NIM | 2\|kimi-k2-instruct now available as nvidia nim | 1753173416 | Blog | Beginner | | {"url" => "https://developer.nvidia.com/blog/delivering-1-5-m-tps-inference-on-nvidia-gb200-nvl72-nvidia-accelerates-openai-gpt-oss-models-from-cloud-to-edge/", "text" => "Learn more"} | NVIDIA Accelerates OpenAI gpt-oss Models Delivering 1.5 M TPS Inference on NVIDIA GB200 NVL72 | NVIDIA and OpenAI began pushing the boundaries of AI with the launch of NVIDIA DGX back in 2016. The collaborative AI innovation continues with the OpenAI gpt… | false | Blackwell, Dynamo, NIM, RTX GPU, TensorRT-LLM | 2\|nvidia accelerates openai gpt-oss models delivering 1.5 m tps inference on nvidia gb200 nvl72 | 1754388600 | Blog | Beginner | | {"url" => "https://developer.nvidia.com/blog/identify-speakers-in-meetings-calls-and-voice-apps-in-real-time-with-nvidia-streaming-sortformer/", "text" => "Learn more"} | Identify Speakers in Meetings, Calls, and Voice Apps in Real-Time with NVIDIA Streaming Sortformer | September 2026 update: Our latest diarization release is Nemotron 3 Diarization. It’s #1 on the VoiceArena leaderboard, and supports up to 8 speakers. | false | NeMo, Riva | 2\|identify speakers in meetings, calls, and voice apps in real-time with nvidia streaming sortformer | 1755507600 | Blog | Intermediate | | {"url" => "https://huggingface.co/blog/nvidia/supercharge-ai-reasoning-with-nemotron-nano-2?nvid=nv-int-tblg-513492%20", "text" => "Learn more"} | New Nemotron Nano 2 Open Reasoning Model Tops Leaderboard and Delivers 6x Higher Throughput | There’s a new leaderboard-topping NVIDIA Nemotron Nano 2 model. It’s an open model with leading accuracy and up to 6x higher throughput compared to the next… | false | Nemotron, NIM | 2\|new nemotron nano 2 open reasoning model tops leaderboard and delivers 6x higher throughput | 1755611407 | Blog | General Interest | | {"url" => "https://developer.nvidia.com/blog/how-to-enhance-rag-pipelines-with-reasoning-using-nvidia-llama-nemotron-models/", "text" => "Learn more"} | How to Enhance RAG Pipelines with Reasoning Using NVIDIA Llama Nemotron Models | A key challenge for retrieval-augmented generation (RAG) systems is handling user queries that lack explicit clarity or carry implicit intent. | false | NeMo Retriever, NIM | 2\|how to enhance rag pipelines with reasoning using nvidia llama nemotron models | 1754301600 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/introducing-nvidia-jetson-thor-the-ultimate-platform-for-physical-ai/", "text" => "Learn more"} | Introducing NVIDIA Jetson Thor, the Ultimate Platform for Physical AI | Robotics is undergoing a revolution, moving beyond the era of specialist machines to generalist robotics. This shift moves away from single-purpose… | false | Blackwell, Blueprint, Cosmos, GR00T, Holoscan, Isaac SDK, Jetson, Metropolis | 2\|introducing nvidia jetson thor, the ultimate platform for physical ai | 1756119420 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/optimizing-llms-for-performance-and-accuracy-with-post-training-quantization/", "text" => "Learn more"} | Optimizing LLMs for Performance and Accuracy with Post-Training Quantization | Quantization is a core tool for developers aiming to improve inference performance with minimal overhead. It delivers significant gains in latency, throughput… | false | Blackwell, TensorRT | 2\|optimizing llms for performance and accuracy with post-training quantization | 1754058443 | Blog | Advanced | | {"url" => "https://developer.nvidia.com/blog/turn-complex-documents-into-usable-data-with-vlm-nvidia-nemotron-parse-1-1/", "text" => "Learn more"} | Turn Complex Documents into Usable Data with VLM, NVIDIA Nemotron Parse 1.1 | Enterprises generate and store vast amounts of unstructured data in documents like legal documents, sales documents, statement of work, delivery notices… | false | NeMo Retriever | 2\|turn complex documents into usable data with vlm, nvidia nemotron parse 1.1 | 1753780155 | Blog | Intermediate | | {"url" => "https://www.nvidia.com/en-us/events/supercharge-agentic-ai-build-scalable-data-flywheels/#new_tab", "text" => "Learn more"} | Upcoming Webinar: Supercharge Agentic AI with Scalable Data Flywheels | Join our live webinar on June 18 to see how NVIDIA NeMo microservices speed AI agent development. | false | NeMo Curator, NeMo Customizer, NeMo Evaluator, NeMo Guardrails, NeMo Microservices, NeMo Retriever | 2\|upcoming webinar: supercharge agentic ai with scalable data flywheels | 1748360626 | Blog | Beginner | | {"url" => "https://developer.nvidia.com/blog/how-to-run-ai-powered-cae-simulations/", "text" => "Learn more"} | How to Run AI-Powered CAE Simulations | In modern engineering, the pace of innovation is closely linked to the ability to perform accelerated simulations. Computer-aided engineering (CAE) plays a… | false | Blueprint, NeMo, NIM, Omniverse, PhysicsNeMo | 2\|how to run ai-powered cae simulations | 1756890587 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/new-open-source-qwen3-next-models-preview-hybrid-moe-architecture-delivering-improved-accuracy-and-accelerated-parallel-processing-across-nvidia-platform/", "text" => "Learn more"} | New Open Source Qwen3-Next Models Preview Hybrid MoE Architecture Delivering Improved Accuracy and Accelerated Parallel Processing across NVIDIA Platform  | As AI models grow larger and process longer sequences of text, efficiency becomes just as important as scale. To showcase what’s next, Alibaba released two new… | false | NIM | 2\|new open source qwen3-next models preview hybrid moe architecture delivering improved accuracy and accelerated parallel processing across nvidia platform | 1757916000 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/smarter-anomaly-detection-in-semiconductor-manufacturing-with-nvidia-nv-tesseract-and-nvidia-nim/", "text" => "Learn more"} | Smarter Anomaly Detection in Semiconductor Manufacturing with NVIDIA NV-Tesseract and NVIDIA NIM | In an earlier blog post, we introduced NVIDIA NV-Tesseract, a family of models designed to tackle diverse time-series tasks—such as anomaly detection… | false | NIM | 2\|smarter anomaly detection in semiconductor manufacturing with nvidia nv-tesseract and nvidia nim | 1759480140 | Blog | Beginner | | {"url" => "https://developer.nvidia.com/blog/nvidia-hardware-innovations-and-open-source-contributions-are-shaping-ai/", "text" => "Learn more"} | NVIDIA Hardware Innovations and Open Source Contributions Are Shaping AI | Open source AI models such as Cosmos, DeepSeek, Gemma, GPT-OSS, Llama, Nemotron, Phi, Qwen, and many more are the foundation of AI innovation. | false | Blackwell, Cosmos, Dynamo, GR00T, NeMo, NVLink, PhysicsNeMo, RAPIDS, TensorRT, TensorRT-LLM | 2\|nvidia hardware innovations and open source contributions are shaping ai | 1755849600 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/build-a-log-analysis-multi-agent-self-corrective-rag-system-with-nvidia-nemotron/", "text" => "Learn more"} | Build a Log Analysis Multi-Agent Self-Corrective RAG System with NVIDIA Nemotron | Logs are the lifeblood of modern systems. But as applications scale, logs often grow into endless walls of text—noisy, repetitive, and overwhelming. | false | NeMo Retriever, Nemotron, NIM | 2\|build a log analysis multi-agent self-corrective rag system with nvidia nemotron | 1760086800 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/an-introduction-to-speculative-decoding-for-reducing-latency-in-ai-inference/", "text" => "Learn more"} | An Introduction to Speculative Decoding for Reducing Latency in AI Inference | Generating text with large language models (LLMs) often involves running into a fundamental bottleneck. GPUs offer massive compute, yet much of that power sits… | false | TensorRT, TensorRT-LLM | 2\|an introduction to speculative decoding for reducing latency in ai inference | 1758107352 | Blog | Beginner | | {"url" => "https://developer.nvidia.com/blog/how-to-build-ai-systems-in-house-with-outerbounds-and-dgx-cloud-lepton/", "text" => "Learn more"} | How to Build AI Systems In House with Outerbounds and DGX Cloud Lepton | It’s easy to underestimate how many moving parts a real-world, production-grade AI system involves. Whether you’re building an agent that combines internal data… | false | DGX Cloud, H100, NIM | 2\|how to build ai systems in house with outerbounds and dgx cloud lepton | 1757322000 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/modeling-attacks-on-ai-powered-apps-with-the-ai-kill-chain-framework/", "text" => "Learn more"} | Modeling Attacks on AI-Powered Apps with the AI Kill Chain Framework | AI-powered applications are introducing new attack surfaces that traditional security models don’t fully capture, especially as these agentic systems gain… | false | cuVS, NIM | 2\|modeling attacks on ai-powered apps with the ai kill chain framework | 1757581200 | Blog | Beginner | | {"url" => "https://developer.nvidia.com/blog/build-a-rag-agent-with-nvidia-nemotron/", "text" => "Learn more"} | Build a Retrieval-Augmented Generation (RAG) Agent with NVIDIA Nemotron | Unlike traditional LLM-based systems that are limited by their training data, retrieval-augmented generation (RAG) improves text generation by incorporating… | false | NeMo Retriever, Nemotron, NIM | 2\|build a retrieval-augmented generation (rag) agent with nvidia nemotron | 1758614400 | Blog | Beginner | | {"url" => "https://developer.nvidia.com/blog/deploy-scalable-ai-inference-with-nvidia-nim-operator-3-0-0/", "text" => "Learn more"} | Deploy Scalable AI Inference with NVIDIA NIM Operator 3.0.0 | AI models, inference engine backends, and distributed inference frameworks continue to evolve in architecture, complexity, and scale. With the rapid pace of… | false | NeMo Microservices, NIM | 2\|deploy scalable ai inference with nvidia nim operator 3.0.0 | 1757496600 | Blog | Intermediate | | {"url" => "https://nvidia-aws.devpost.com/?utm_source=devpost&utm_medium=linkedin&utm_campaign=agenticaiunleashed25", "text" => "Learn more"} | Agentic AI Unleashed: Join the AWS & NVIDIA Hackathon | Build the next generation of intelligent, autonomous applications. This isn’t just a hackathon—it’s your chance to unleash the power of agentic AI and show the… | false | NeMo, Nemotron, NIM | 2\|agentic ai unleashed: join the aws & nvidia hackathon | 1760531960 | Blog | Beginner | | {"url" => "https://developer.nvidia.com/blog/solve-linear-programs-using-the-gpu-accelerated-barrier-method-in-nvidia-cuopt/", "text" => "Learn more"} | Solve Linear Programs Using the GPU-Accelerated Barrier Method in NVIDIA cuOpt | How does the NFL schedule all its regular-season games while avoiding stadium conflicts with Beyoncé concerts? How can doctors use a single donated kidney to… | false | cuOpt, H200 | 2\|solve linear programs using the gpu-accelerated barrier method in nvidia cuopt | 1761296400 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/building-an-interactive-ai-agent-for-lightning-fast-machine-learning-tasks/", "text" => "Learn more"} | Building an Interactive AI Agent for Lightning-Fast Machine Learning Tasks | Data scientists spend a lot of time cleaning and preparing large, unstructured datasets before analysis can begin, often requiring strong programming and… | false | NeMo, NIM | 2\|building an interactive ai agent for lightning-fast machine learning tasks | 1762508692 | Blog | Intermediate | | {"url" => "https://www.addevent.com/event/kffjqsqb67nq#new_tab", "text" => "Learn more"} | Upcoming Livestream: Build Visual AI Agents with NVIDIA Cosmos Reason and Metropolis | On November 18, learn how to fine-tune the NVIDIA Cosmos Reason VLM with your own data to create visual AI agents. | false | Cosmos, Metropolis | 2\|upcoming livestream: build visual ai agents with nvidia cosmos reason and metropolis | 1762784576 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/how-nvidia-dgx-sparks-performance-enables-intensive-ai-tasks/", "text" => "Learn more"} | How NVIDIA DGX Spark's Performance Enables Intensive AI Tasks | Today’s demanding AI developer workloads often need more memory than desktop systems provide or require access to software that laptops or PCs lack. | false | Blackwell, Nemotron, NIM | 2\|how nvidia dgx spark's performance enables intensive ai tasks | 1761296400 | Blog | General Interest | | {"url" => "https://developer.nvidia.com/blog/how-to-predict-biomolecular-structures-using-the-openfold3-nim/", "text" => "Learn more"} | How to Predict Biomolecular Structures Using the OpenFold3 NIM | ​​For decades, one of biology’s deepest mysteries was how a string of amino acids folds itself into the intricate architecture of life. | false | FLARE, NIM, TensorRT | 2\|how to predict biomolecular structures using the openfold3 nim | 1762250400 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/how-to-achieve-4x-faster-inference-for-math-problem-solving/", "text" => "Learn more"} | How to Achieve 4x Faster Inference for Math Problem Solving | Large language models can solve challenging math problems. However, making them work efficiently at scale requires more than a strong checkpoint. | false | NeMo, TensorRT-LLM | 2\|how to achieve 4x faster inference for math problem solving | 1762764270 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/build-an-ai-agent-to-analyze-it-tickets-with-nvidia-nemotron/", "text" => "Learn more"} | Build an AI Agent to Analyze IT Tickets with NVIDIA Nemotron | Modern organizations generate a massive volume of operational data through ticketing systems, incident reports, service requests, support escalations, and more. | false | Nemotron, NIM | 2\|build an ai agent to analyze it tickets with nvidia nemotron | 1760954400 | Blog | Beginner | | {"url" => "https://developer.nvidia.com/blog/build-and-run-secure-data-driven-ai-agents/", "text" => "Learn more"} | Build and Run Secure, Data-Driven AI Agents  | As generative AI advances, organizations need AI agents that are accurate, reliable, and informed by data specific to their business. The NVIDIA AI-Q Research… | false | Blueprint, NIM | 2\|build and run secure, data-driven ai agents | 1763984952 | Blog | Intermediate | | {"url" => "https://catalog.ngc.nvidia.com/orgs/nvidia/teams/riva/models/speechsynthesis_multilingual_magpietts_ipa", "text" => "Learn more"} | RIVA Magpie-TTS Multilingual | Riva NeMo-MagpieTTS Multilingual IPA multispeaker model with Emotions | false | Riva | 2\|riva magpie-tts multilingual | 1752784739 | Model | Advanced | | {"url" => "https://developer.nvidia.com/blog/building-scalable-ai-on-enterprise-data-with-nvidia-nemotron-rag-and-microsoft-sql-server-2025/", "text" => "Learn more"} | Building Scalable AI on Enterprise Data with NVIDIA Nemotron RAG and Microsoft SQL Server 2025 | At Microsoft Ignite 2025, the vision for an AI-ready enterprise database becomes a reality with the announcement of Microsoft SQL Server 2025… | false | Nemotron, NIM | 2\|building scalable ai on enterprise data with nvidia nemotron rag and microsoft sql server 2025 | 1763467200 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/faster-chemistry-and-materials-discovery-with-ai-powered-simulations-using-nvidia-alchemi/", "text" => "Learn more"} | Faster Chemistry and Materials Discovery with AI-Powered Simulations Using NVIDIA ALCHEMI | Almost all manufactured products are enabled by chemistry and materials science. However, new discoveries are costly and time-consuming and often hindered by… | false | NIM | 2\|faster chemistry and materials discovery with ai-powered simulations using nvidia alchemi | 1763456400 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/nvidia-accelerated-mistral-3-open-models-deliver-efficiency-accuracy-at-any-scale/", "text" => "Learn more"} | NVIDIA-Accelerated Mistral 3 Open Models Deliver Efficiency, Accuracy at Any Scale  | The new Mistral 3 open model family delivers industry-leading accuracy, efficiency, and customization capabilities for developers and enterprises. | false | GB200, H200, NIM, TensorRT-LLM | 2\|nvidia-accelerated mistral 3 open models deliver efficiency, accuracy at any scale | 1764670202 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/nvidia-blackwell-delivers-massive-performance-leaps-in-mlperf-inference-v5-0/", "text" => "Learn more"} | NVIDIA Blackwell Delivers Massive Performance Leaps in MLPerf Inference v5.0 | The compute demands for large language model (LLM) inference are growing rapidly, fueled by the combination of growing model sizes… | false | Blackwell, DGX, GB200, H100, Hopper, NVLink, TensorRT, TensorRT-LLM | 2\|nvidia blackwell delivers massive performance leaps in mlperf inference v5.0 | 1743592488 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/how-to-build-privacy-preserving-evaluation-benchmarks-with-synthetic-data/", "text" => "Learn more"} | How to Build Privacy-Preserving Evaluation Benchmarks with Synthetic Data | Validating AI systems requires benchmarks—datasets and evaluation workflows that mimic real-world conditions—to measure accuracy, reliability… | false | NeMo, NeMo Customizer, NeMo Evaluator, Nemotron, NIM | 2\|how to build privacy-preserving evaluation benchmarks with synthetic data | 1765528439 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/how-to-scale-data-generation-for-physical-ai-with-the-nvidia-cosmos-cookbook/", "text" => "Learn more"} | How to Scale Data Generation for Physical AI with the NVIDIA Cosmos Cookbook | Building powerful physical AI models requires diverse, controllable, and physically-grounded data at scale. Collecting large-scale, diverse real-world datasets… | false | Cosmos, Isaac Sim | 2\|how to scale data generation for physical ai with the nvidia cosmos cookbook | 1764579600 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/enabling-horizontal-autoscaling-of-enterprise-rag-components-on-kubernetes/", "text" => "Learn more"} | Enabling Horizontal Autoscaling of Enterprise RAG Components on Kubernetes | Today’s best AI agents rely on retrieval-augmented generation (RAG) to enable more accurate results. A RAG system facilitates the use of a knowledge base to… | false | Blueprint, cuVS, NIM | 2\|enabling horizontal autoscaling of enterprise rag components on kubernetes | 1765544400 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/pioneering-ai-co-scientists-for-fusion-research-and-cancer-treatment/", "text" => "Learn more"} | Pioneering AI Co-Scientists for Fusion Research and Cancer Treatment | AI is reshaping scientific research and innovation. Scientists can leverage AI to generate, summarize, combine, and analyze scientific data. AI models can find… | false | BioNeMo, NeMo, NeMo Curator, Nemotron | 2\|pioneering ai co-scientists for fusion research and cancer treatment | 1763389800 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/top-5-ai-model-optimization-techniques-for-faster-smarter-inference/", "text" => "Learn more"} | Top 5 AI Model Optimization Techniques for Faster, Smarter Inference | As AI models get larger and architectures more complex, researchers and engineers are continuously finding new techniques to optimize the performance and… | false | TensorRT | 2\|top 5 ai model optimization techniques for faster, smarter inference | 1765274400 | Blog | General Interest, Beginner, Intermediate | | {"url" => "https://developer.nvidia.com/blog/multi-agent-warehouse-ai-command-layer-enables-operational-excellence-and-supply-chain-intelligence/", "text" => "Learn more"} | Multi-Agent Warehouse AI Command Layer Enables Operational Excellence and Supply Chain Intelligence | Warehouses have never been more automated, more data-rich, or more operationally demanding than they are now—yet they still rely on systems that can’t keep up. | false | AI Enterprise, Blueprint, cuML, cuVS, NeMo, NIM | 2\|multi-agent warehouse ai command layer enables operational excellence and supply chain intelligence | 1767938400 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/building-generalist-humanoid-capabilities-with-nvidia-isaac-gr00t-n1-6-using-a-sim-to-real-workflow/", "text" => "Learn more"} | Building Generalist Humanoid Capabilities with NVIDIA Isaac GR00T N1.6 Using a Sim-to-Real Workflow  | To make humanoid robots useful, they need cognition and loco-manipulation that span perception, planning, and whole-body control in dynamic environments. | false | Cosmos, GR00T, Isaac Lab | 2\|building generalist humanoid capabilities with nvidia isaac gr00t n1.6 using a sim-to-real workflow | 1767865133 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/ai-factories-physical-ai-and-advances-in-models-agents-and-infrastructure-that-shaped-2025/", "text" => "Learn more"} | AI Factories, Physical AI, and Advances in Models, Agents, and Infrastructure That Shaped 2025 | NVIDIA developments in generative AI, large language models, high-performance computing are transforming AI solutions and sparking reader interest. | false | General, Grace CPU, Hopper, NIM, TensorRT-LLM | 2\|ai factories, physical ai, and advances in models, agents, and infrastructure that shaped 2025 | 1767173400 | Blog | General Interest, Beginner | | {"url" => "https://developer.nvidia.com/blog/accelerating-ai-powered-chemistry-and-materials-science-simulations-with-nvidia-alchemi-toolkit-ops/", "text" => "Learn more"} | Accelerating AI-Powered Chemistry and Materials Science Simulations with NVIDIA ALCHEMI Toolkit-Ops | Machine learning interatomic potentials (MLIPs) are transforming the landscape of computational chemistry and materials science. | false | NIM | 2\|accelerating ai-powered chemistry and materials science simulations with nvidia alchemi toolkit-ops | 1766134800 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/build-an-ai-catalog-system-that-delivers-localized-interactive-product-experiences/", "text" => "Learn more"} | Build an AI Catalog System That Delivers Localized, Interactive Product Experiences | E-commerce catalogs often contain sparse product data, generic images, a basic title, and short description. This limits discoverability, engagement… | false | Blueprint, Nemotron, NIM | 2\|build an ai catalog system that delivers localized, interactive product experiences | 1767938400 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/learn-how-nvidia-cuopt-accelerates-mixed-integer-optimization-using-primal-heuristics/", "text" => "Learn more"} | Learn How NVIDIA cuOpt Accelerates Mixed Integer Optimization using Primal Heuristics | NVIDIA cuOpt is a GPU-accelerated optimization engine designed to deliver fast, high-quality solutions for large, complex decision-making problems. | false | cuOpt | 2\|learn how nvidia cuopt accelerates mixed integer optimization using primal heuristics | 1768307564 | Blog | Advanced | | {"url" => "https://developer.nvidia.com/blog/adaptive-inference-in-nvidia-tensorrt-for-rtx-enables-automatic-optimization/", "text" => "Learn more"} | Adaptive Inference in NVIDIA TensorRT for RTX Enables Automatic Optimization | Deploying AI applications across diverse consumer hardware has traditionally forced a trade-off. You can optimize for specific GPU configurations and achieve… | false | RTX GPU, TensorRT | 2\|adaptive inference in nvidia tensorrt for rtx enables automatic optimization | 1769432400 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/how-to-build-a-document-processing-pipeline-for-rag-with-nemotron/", "text" => "Learn more"} | How to Build a Document Processing Pipeline for RAG with Nemotron  | What if your AI agent could instantly parse complex PDFs, extract nested tables, and “see” data within charts as easily as reading a text file? | false | NeMo, NeMo Microservices, NeMo Retriever, Nemotron | 2\|how to build a document processing pipeline for rag with nemotron | 1770192000 | Blog | Intermediate | | {"url" => "https://catalog.ngc.nvidia.com/orgs/nvidia/teams/riva/models/sortformer_diarizer", "text" => "Learn more"} | Sortformer Speaker Diarization | Sortformer based speaker diarization model | false | Riva | 2\|sortformer speaker diarization | 1752784762 | Model | Advanced | | {"url" => "https://developer.nvidia.com/blog/develop-native-multimodal-agents-with-qwen3-5-vlm-using-nvidia-gpu-accelerated-endpoints/", "text" => "Learn more"} | Develop Native Multimodal Agents with Qwen3.5 VLM Using NVIDIA GPU-Accelerated Endpoints | Alibaba has introduced the new open source Qwen3.5 series built for native multimodal agents. The first model in this series is a ~400B parameter native vision… | false | NeMo, NIM | 2\|develop native multimodal agents with qwen3.5 vlm using nvidia gpu-accelerated endpoints | 1772184600 | Blog | Beginner, Intermediate | | {"url" => "https://developer.nvidia.com/blog/nvidia-tensorrt-for-rtx-introduces-an-optimized-inference-ai-library-on-windows/", "text" => "Learn more"} | NVIDIA TensorRT for RTX Introduces an Optimized Inference AI Library on Windows 11 | AI experiences are rapidly expanding on Windows in creativity, gaming, and productivity apps. There are various frameworks available to accelerate AI inference… | false | TensorRT | 2\|nvidia tensorrt for rtx introduces an optimized inference ai library on windows 11 | 1747645200 | Blog | Beginner | | {"url" => "https://developer.nvidia.com/blog/how-language-neutralization-is-transforming-customer-service-contact-centers/", "text" => "Learn more"} | How Language Neutralization Is Transforming Customer Service Contact Centers | The powerful language neutralization offered by Infosys Cortex and based on NVIDIA Riva speech and translation enables contact center agents to communicate effectively... | false | Riva | 2\|how language neutralization is transforming customer service contact centers | 1685462314 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/automating-inference-optimizations-with-nvidia-tensorrt-llm-autodeploy/", "text" => "Learn more"} | Automating Inference Optimizations with NVIDIA TensorRT LLM AutoDeploy | NVIDIA TensorRT LLM enables developers to build high-performance inference engines for large language models (LLMs), but deploying a new architecture… | false | Blackwell, TensorRT, TensorRT-LLM | 2\|automating inference optimizations with nvidia tensorrt llm autodeploy | 1770633000 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/unlock-massive-token-throughput-with-gpu-fractioning-in-nvidia-runai/", "text" => "Learn more"} | Unlock Massive Token Throughput with GPU Fractioning in NVIDIA Run:ai | As AI workloads scale, achieving high throughput, efficient resource usage, and predictable latency becomes essential. NVIDIA Run:ai addresses these challenges… | false | NIM, Run:ai | 2\|unlock massive token throughput with gpu fractioning in nvidia run:ai | 1771408800 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/boost-meeting-productivity-with-ai-powered-note-taking-and-summarization/", "text" => "Learn more"} | Boost Meeting Productivity with AI-Powered Note-Taking and Summarization | Meetings are the lifeblood of an organization. They foster collaboration and informed decision-making. They eliminate silos through brainstorming and problem… | false | Riva | 2\|boost meeting productivity with ai-powered note-taking and summarization | 1701262800 | Blog | General Interest | | {"url" => "https://developer.nvidia.com/blog/r2d2-scaling-multimodal-robot-learning-with-nvidia-isaac-lab/", "text" => "Learn more"} | R²D²: Scaling Multimodal Robot Learning with NVIDIA Isaac Lab | Building robust, intelligent robots requires testing them in complex environments. However, gathering data in the physical world is expensive, slow… | false | Cosmos, Isaac Lab | 2\|r2d2: scaling multimodal robot learning with nvidia isaac lab | 1770719400 | Blog | General Interest | | {"url" => "https://developer.nvidia.com/blog/maximizing-gpu-utilization-with-nvidia-runai-and-nvidia-nim/", "text" => "Learn more"} | Maximizing GPU Utilization with NVIDIA Run:ai and NVIDIA NIM | Organizations deploying LLMs are challenged by inference workloads with different resource requirements. A small embedding model might use only a few gigabytes… | false | NIM, Run:ai | 2\|maximizing gpu utilization with nvidia run:ai and nvidia nim | 1772182800 | Blog | Advanced | | {"url" => "https://catalog.ngc.nvidia.com/orgs/nvidia/teams/riva/models/parakeet-rnnt-riva-1-1b-unified-ml-cs-universal", "text" => "Learn more"} | RIVA Parakeet-RNNT-XXL-1.1B ASR Multilingual Universal Tokenizer | Multilingual Parakeet-RNNT-XXL-1.1B ASR model with Universal Tokenizer trained on ASR set 1.0 | false | Riva | 2\|riva parakeet-rnnt-xxl-1.1b asr multilingual universal tokenizer | 1752784810 | Model | Advanced | | {"url" => "https://developer.nvidia.com/blog/minimax-m2-7-advances-scalable-agentic-workflows-on-nvidia-platforms-for-complex-ai-applications/", "text" => "Learn more"} | MiniMax M2.7 Advances Scalable Agentic Workflows on NVIDIA Platforms for Complex AI Applications  | The release of MiniMax M2.7 adds enhancements to the popular MiniMax M2.5 model, built for agentic harnesses, and other complex use cases in fields such as… | false | General, NIM | 2\|minimax m2.7 advances scalable agentic workflows on nvidia platforms for complex ai applications | 1775930564 | Blog | Beginner | | {"url" => "https://developer.nvidia.com/blog/introducing-nemotron-3-super-an-open-hybrid-mamba-transformer-moe-for-agentic-reasoning/", "text" => "Learn more"} | Introducing Nemotron 3 Super: An Open Hybrid Mamba-Transformer MoE for Agentic Reasoning | Agentic AI systems need models with the specialized depth to solve dense technical problems autonomously. They must excel at reasoning, coding… | false | NeMo, Nemotron, NIM, TensorRT-LLM | 2\|introducing nemotron 3 super: an open hybrid mamba-transformer moe for agentic reasoning | 1773219600 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/scaling-token-factory-revenue-and-ai-efficiency-by-maximizing-performance-per-watt/", "text" => "Learn more"} | Scaling Token Factory Revenue and AI Efficiency by Maximizing Performance per Watt | In the AI era, power is the ultimate constraint, and every AI factory operates within a hard limit. This makes performance per watt—the rate at which power is… | false | Blackwell, Blueprint, cuLitho, Grace CPU, Hopper, NVLink, Omniverse | 2\|scaling token factory revenue and ai efficiency by maximizing performance per watt | 1774411200 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/developers-build-fast-and-reliable-robot-simulations-with-nvidia-omniverse-libraries/", "text" => "Learn more"} | Developers Build Fast and Reliable Robot Simulations with NVIDIA Omniverse Libraries | At SIGGRAPH, NVIDIA announced updates to the NVIDIA Omniverse libraries and Cosmos world foundation models (WFMs). Powered by OpenUSD, developers can access new… | false | Cosmos, Isaac Lab, Isaac Sim, Omniverse | 2\|developers build fast and reliable robot simulations with nvidia omniverse libraries | 1754899200 | Blog | Beginner | | {"url" => "https://developer.nvidia.com/blog/nvidia-blackwell-delivers-world-record-deepseek-r1-inference-performance/", "text" => "Learn more"} | NVIDIA Blackwell Delivers World-Record DeepSeek-R1 Inference Performance | NVIDIA announced world-record DeepSeek-R1 inference performance at NVIDIA GTC 2025. A single NVIDIA DGX system with eight NVIDIA Blackwell GPUs can achieve over… | false | Blackwell, TensorRT, TensorRT-LLM | 2\|nvidia blackwell delivers world-record deepseek-r1 inference performance | 1742294502 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/building-the-ai-grid-with-nvidia-orchestrating-intelligence-everywhere/", "text" => "Learn more"} | Building the AI Grid with NVIDIA: Orchestrating Intelligence Everywhere  | AI-native services are exposing a new bottleneck in AI infrastructure: As millions of users, agents, and devices demand access to intelligence… | false | Holoscan, Maxine, Metropolis, Riva | 2\|building the ai grid with nvidia: orchestrating intelligence everywhere | 1773742400 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/enhancing-customer-experience-in-telecom-with-nvidia-customized-speech-ai/", "text" => "Learn more"} | Enhancing Customer Experience in Telecom with NVIDIA Customized Speech AI | Learn why conversational AI systems are essential and why it is important to have a high level of transcription accuracy for optimal performance in downstream tasks. | false | Riva | 2\|enhancing customer experience in telecom with nvidia customized speech ai | 1685433600 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/develop-custom-physical-ai-foundation-models-with-nvidia-cosmos-predict-2/", "text" => "Learn more"} | Develop Custom Physical AI Foundation Models with NVIDIA Cosmos Predict-2 | Building smarter robots and autonomous vehicles (AVs) starts with physical AI models that understand real-world dynamics. These models serve two critical roles… | false | Cosmos | 2\|develop custom physical ai foundation models with nvidia cosmos predict-2 | 1749614400 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/introducing-riva-a-gpu-accelerated-sdk-for-developing-speech-ai-applications/", "text" => "Learn more"} | Introducing NVIDIA Riva: A GPU-Accelerated SDK for Developing Speech AI Applications | Learn about the Riva SDK and its use in developing speech AI applications. We also discuss Riva’s architecture, key features, and components for building speech AI... | false | Riva, TensorRT, Triton Inference Server, Dynamo | 2\|introducing nvidia riva: a gpu-accelerated sdk for developing speech ai applications | 1670513839 | Blog | | | {"url" => "https://developer.nvidia.com/blog/low-code-building-blocks-for-speech-ai-robotics/", "text" => "Learn more"} | Low-Code Building Blocks for Speech AI Robotics | Learn how to add speech AI skills, like speech-to-text (STT) and text-to-speech (TTS), to your intelligent robotics application using low-code building blocks. | false | Jetson Orin, Riva | 2\|low-code building blocks for speech ai robotics | 1663846380 | Blog | | | {"url" => "https://developer.nvidia.com/blog/building-custom-atomistic-simulation-workflows-for-chemistry-and-materials-science-with-nvidia-alchemi-toolkit/", "text" => "Learn more"} | Building Custom Atomistic Simulation Workflows for Chemistry and Materials Science with NVIDIA ALCHEMI Toolkit | For decades, computational chemistry has faced a tug-of-war between accuracy and speed. Ab initio methods like density functional theory (DFT) provide high… | false | NIM, PhysicsNeMo | 2\|building custom atomistic simulation workflows for chemistry and materials science with nvidia alchemi toolkit | 1776159000 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/nvidia-ising-introduces-ai-powered-workflows-to-build-fault-tolerant-quantum-systems/", "text" => "Learn more"} | NVIDIA Ising Introduces AI-Powered Workflows to Build Fault-Tolerant Quantum Systems | NVIDIA Ising is the world’s first family of open AI models for building quantum processors, launching with two model domains: Ising Calibration and Ising… | false | CUDA-Q, cuQuantum, NIM | 2\|nvidia ising introduces ai-powered workflows to build fault-tolerant quantum systems | 1776150956 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/24-7-simulation-loops-how-agentic-ai-keeps-subsurface-engineering-moving/", "text" => "Learn more"} | 24/7 Simulation Loops: How Agentic AI Keeps Subsurface Engineering Moving | The subsurface industry is at a critical point in its digital evolution. For decades, unlocking reservoir potential has relied on experts performing essential… | false | NeMo, NeMo Retriever, Nemotron, NIM | 2\|24/7 simulation loops: how agentic ai keeps subsurface engineering moving | 1777363200 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/model-quantization-post-training-quantization-using-nvidia-model-optimizer/", "text" => "Learn more"} | Model Quantization: Post-Training Quantization Using NVIDIA Model Optimizer | This post is the second of a three-part series. See also Model Quantization: Concepts, Methods, and Why It Matters and Model Quantization: Turn FP8 Checkpoints… | false | RTX GPU, TensorRT | 2\|model quantization: post-training quantization using nvidia model optimizer | 1778163486 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/nvidia-blackwell-sets-stac-ai-record-for-llm-inference-in-finance/", "text" => "Learn more"} | NVIDIA Blackwell Sets STAC-AI Record for LLM Inference in Finance | Large language models (LLMs) are revolutionizing the financial trading landscape by enabling sophisticated analysis of vast amounts of unstructured data to… | false | Blackwell, GB200, Hopper, NVLink, TensorRT, TensorRT-LLM | 2\|nvidia blackwell sets stac-ai record for llm inference in finance | 1779886800 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/optimize-supply-chain-decision-systems-using-nvidia-cuopt-agent-skills/", "text" => "Learn more"} | Optimize Supply Chain Decision Systems Using NVIDIA cuOpt Agent Skills | Modern supply chains operate under the constant pressures of fluctuating demand, volatile costs, constrained capacity, and interdependent decision-making. | false | CUDA, cuOpt | 2\|optimize supply chain decision systems using nvidia cuopt agent skills | 1777902905 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/building-token-metered-ai-services-on-telco-ai-factories/", "text" => "Learn more"} | Building Token‑Metered AI Services on Telco AI Factories | Telcos around the world are building sovereign AI factories based on the NVIDIA Cloud Partner (NCP) reference architecture, giving governments, enterprises… | false | Blackwell, GB200, H100, Hopper, InfiniBand, NeMo, NIM, NVLink | 2\|building token-metered ai services on telco ai factories | 1779352200 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/how-to-accelerate-protein-structure-prediction-at-proteome-scale/", "text" => "Learn more"} | How to Accelerate Protein Structure Prediction at Proteome-Scale | Proteins rarely function in isolation as individual monomers. Most biological processes are governed by proteins interacting with other proteins… | false | CUDA, DGX, NIM, TensorRT | 2\|how to accelerate protein structure prediction at proteome-scale | 1775721600 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/how-to-eliminate-pipeline-friction-in-ai-model-serving/", "text" => "Learn more"} | How to Eliminate Pipeline Friction in AI Model Serving | The path from a trained AI model to production should be smooth, but rarely is. Many teams invest weeks fine-tuning models, only to discover that exporting to a… | false | TensorRT | 2\|how to eliminate pipeline friction in ai model serving | 1778583600 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/deploy-long-context-reasoning-and-agentic-workflows-with-minimax-m3-on-nvidia-accelerated-infrastructure/", "text" => "Learn more"} | Deploy Long-Context Reasoning and Agentic Workflows with MiniMax M3 on NVIDIA Accelerated Infrastructure | As enterprise AI adoption scales, developers are increasingly forced to stitch together fragmented pipelines—separate models for text, vision… | false | Blackwell, Dynamo, NeMo, TensorRT-LLM | 2\|deploy long-context reasoning and agentic workflows with minimax m3 on nvidia accelerated infrastructure | 1781250197 | Blog | Beginner | | {"url" => "https://developer.nvidia.com/blog/inside-nvidia-halos-for-robotics-a-full-stack-functional-safety-system-for-physical-ai/", "text" => "Learn more"} | Inside NVIDIA Halos for Robotics: A Full-Stack Functional Safety System for Physical AI | Physical AI—robots working autonomously alongside people in factories, warehouses, hospitals, and homes—is arriving faster than most expected. | false | Blueprint, DRIVE, Holoscan, IGX, Isaac Sim, Metropolis | 2\|inside nvidia halos for robotics: a full-stack functional safety system for physical ai | 1782108000 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/build-an-ai-scientist-for-life-science-discovery-with-nvidia-bionemo-agent-toolkit/", "text" => "Learn more"} | Build an AI Scientist for Life Science Discovery with NVIDIA BioNeMo Agent Toolkit | AI scientists are emerging as a new interface for scientific computing. These agents can read papers, write code, generate hypotheses, call APIs, inspect files… | false | BioNeMo, NIM | 2\|build an ai scientist for life science discovery with nvidia bionemo agent toolkit | 1782196200 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/build-speech-ai-in-multiple-languages-and-train-large-language-models-with-the-latest-from-riva-and-nemo-megatron/", "text" => "Learn more"} | Build Speech AI in Multiple Languages and Train Large Language Models with the Latest from Riva and NeMo Framework | Read a recap of conversational AI announcements from NVIDIA GTC. | false | NeMo Framework, Riva | 2\|build speech ai in multiple languages and train large language models with the latest from riva and nemo framework | 1648458000 | Blog | | | {"url" => "https://developer.nvidia.com/blog/run-diffusiongemma-on-nvidia-for-developer-ready-high-throughput-text-generation/", "text" => "Learn more"} | Run DiffusionGemma on NVIDIA for Developer-Ready, High-Throughput Text Generation | Developers building real-time AI—such as chat assistants, copilots, and agentic workflows—are often constrained by token-by-token generation speed. | false | DGX, H100, NIM, RTX GPU | 2\|run diffusiongemma on nvidia for developer-ready, high-throughput text generation | 1781265394 | Blog | Beginner | | {"url" => "https://developer.nvidia.com/blog/how-to-post-train-autonomous-vehicle-models-in-closed-loop-with-nvidia-alpamayo/", "text" => "Learn more"} | How to Post-Train Autonomous Vehicle Models in Closed-Loop with NVIDIA Alpamayo | Developing autonomous vehicle (AV) policies requires bridging an important gap between training and deployment. Vision-language-action (VLA) models that can… | false | Cosmos | 2\|how to post-train autonomous vehicle models in closed-loop with nvidia alpamayo | 1780264155 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/develop-physical-ai-reasoning-world-and-action-models-with-nvidia-cosmos-3/", "text" => "Learn more"} | Develop Physical AI Reasoning, World, and Action Models with NVIDIA Cosmos 3 | Physical AI systems must understand the real world before they can act within it. Robots, autonomous vehicles, and smart spaces need to understand what’s… | false | Cosmos | 2\|develop physical ai reasoning, world, and action models with nvidia cosmos 3 | 1780263838 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/build-your-own-transaction-foundation-model-for-financial-intelligence/", "text" => "Learn more"} | Build Your Own Transaction Foundation Model for Financial Intelligence | Every swipe, transfer, and payment on a modern financial network encodes a pattern of human behavior. Transaction data is one of the richest signals an… | false | CUDA, NeMo, RAPIDS | 2\|build your own transaction foundation model for financial intelligence | 1781616608 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/enable-real-time-ai-for-high-speed-data-acquisition-with-daqiri/", "text" => "Learn more"} | Enable Real-Time AI for High-Speed Data Acquisition with DAQIRI | When AlphaFold2 revolutionized drug discovery in 2020, its success relied entirely on the roughly 170,000 protein structures collected by scientists since 1971… | false | ConnectX, DGX, Holoscan, TensorRT | 2\|enable real-time ai for high-speed data acquisition with daqiri | 1782115200 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/scaling-ai-inference-across-multiple-gpus-using-nvidia-tensorrt-with-multi-device-inference-support/", "text" => "Learn more"} | Scaling AI Inference Across Multiple GPUs Using NVIDIA TensorRT with Multi-Device Inference Support | Generative AI workloads are rapidly outgrowing the memory and compute budget of single GPUs. For inference developers building media generation pipelines… | false | TensorRT | 2\|scaling ai inference across multiple gpus using nvidia tensorrt with multi-device inference support | 1782380628 | Blog | Advanced | | {"url" => "https://developer.nvidia.com/blog/build-next-gen-physical-ai-with-edge%e2%80%91first-llms-for-autonomous-vehicles-and-robotics/", "text" => "Learn more"} | Build Next-Gen Physical AI with Edge‑First LLMs for Autonomous Vehicles and Robotics | Physical AI is rapidly evolving, from next-generation software-defined autonomous vehicles (AVs) to humanoid robots. The challenge is no longer how to run a… | false | Cosmos, DRIVE, Jetson, Nemotron, TensorRT, TensorRT-LLM | 2\|build next-gen physical ai with edge-first llms for autonomous vehicles and robotics | 1773306000 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/spotlight-naver-place-optimizes-slm-based-vertical-services-with-nvidia-tensorrt-llm/", "text" => "Learn more"} | Spotlight: NAVER Place Optimizes SLM-Based Vertical Services with NVIDIA TensorRT-LLM | NAVER is a popular South Korean search engine company that offers Naver Place, a geo-based service that provides detailed information about millions of… | false | Hopper, TensorRT, TensorRT-LLM | 2\|spotlight: naver place optimizes slm-based vertical services with nvidia tensorrt-llm | 1740736669 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/optimizing-inference-for-long-context-and-large-batch-sizes-with-nvfp4-kv-cache/", "text" => "Learn more"} | Optimizing Inference for Long Context and Large Batch Sizes with NVFP4 KV Cache | Quantization is one of the strongest levers for large-scale inference. By reducing the precision of weights, activations, and KV cache, we can reduce the memory… | false | Blackwell, TensorRT | 2\|optimizing inference for long context and large batch sizes with nvfp4 kv cache | 1765184400 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/optimizing-transformer-based-diffusion-models-for-video-generation-with-nvidia-tensorrt/", "text" => "Learn more"} | Optimizing Transformer-Based Diffusion Models for Video Generation with NVIDIA TensorRT | State-of-the-art image diffusion models take tens of seconds to process a single image. This makes video diffusion even more challenging… | false | TensorRT | 2\|optimizing transformer-based diffusion models for video generation with nvidia tensorrt | 1745235878 | Blog | Beginner | | {"url" => "https://developer.nvidia.com/blog/accelerating-bev-pooling-on-nvidia-gpus-for-physical-ai-applications/", "text" => "Learn more"} | Accelerating BEV Pooling on NVIDIA GPUs for Physical AI Applications | An increasingly common design pattern for autonomous vehicles (AVs), robotics, and spatial AI systems is bird’s-eye-view (BEV) perception. | false | Blackwell, CUDA, Nsight Tools - Compute, RTX GPU, TensorRT | 2\|accelerating bev pooling on nvidia gpus for physical ai applications | 1782293400 | Blog | Advanced | | {"url" => "https://developer.nvidia.com/blog/double-pytorch-inference-speed-for-diffusion-models-using-torch-tensorrt/", "text" => "Learn more"} | Double PyTorch Inference Speed for Diffusion Models Using Torch-TensorRT | NVIDIA TensorRT is an AI inference library built to optimize machine learning models for deployment on NVIDIA GPUs. TensorRT targets dedicated hardware in… | false | Blackwell, TensorRT | 2\|double pytorch inference speed for diffusion models using torch-tensorrt | 1753362817 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/hardware-rooted-ai-security-that-wont-slow-you-down/", "text" => "Learn more"} | Hardware-Rooted AI Security That Won't Slow You Down | AI has transformed how organizations operate, driving unprecedented levels of productivity and innovation. However, AI adoption can be impeded by concerns… | false | Blackwell, Dynamo, NVLink, TensorRT | 2\|hardware-rooted ai security that won't slow you down | 1783002342 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/llm-benchmarking-fundamental-concepts/", "text" => "Learn more"} | LLM Inference Benchmarking: Fundamental Concepts | This is the first post in the large language model latency-throughput benchmarking series, which aims to instruct developers on common metrics used for LLM… | false | NIM, TensorRT-LLM | 2\|llm inference benchmarking: fundamental concepts | 1743588000 | Blog | Beginner, Intermediate | | {"url" => "https://developer.nvidia.com/blog/nvidia-tensorrt-llm-multiblock-attention-boosts-throughput-by-more-than-3x-for-long-sequence-lengths-on-nvidia-hgx-h200/", "text" => "Learn more"} | NVIDIA TensorRT-LLM Multiblock Attention Boosts Throughput by More Than 3x for Long Sequence Lengths on NVIDIA HGX H200 | Generative AI models are advancing rapidly. Every generation of models comes with a larger number of parameters and longer context windows. The Llama 2 series… | false | HGX, TensorRT, TensorRT-LLM | 2\|nvidia tensorrt-llm multiblock attention boosts throughput by more than 3x for long sequence lengths on nvidia hgx h200 | 1732207998 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/building-an-analysis-ai-agent-for-industrial-alarm-management-with-nvidia-nemotron/", "text" => "Learn more"} | Building an Analysis AI Agent for Industrial Alarm Management with NVIDIA Nemotron | Industrial machinery generates more alarms than technicians can triage. For each important alarm requiring follow-up, the technician pulls historical context… | false | Blueprint, CUDA, cuDF, NeMo Retriever, Nemotron, NIM | 2\|building an analysis ai agent for industrial alarm management with nvidia nemotron | 1783418400 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/nvidia-tensorrt-llm-now-supports-recurrent-drafting-for-optimizing-llm-inference/", "text" => "Learn more"} | NVIDIA TensorRT-LLM Now Supports Recurrent Drafting for Optimizing LLM Inference | Recurrent drafting (referred to as ReDrafter) is a novel speculative decoding technique developed and open-sourced by Apple for large language model (LLM)… | false | AI Foundation Models, TensorRT, TensorRT-LLM | 2\|nvidia tensorrt-llm now supports recurrent drafting for optimizing llm inference | 1734514261 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/optimizing-qwen2-5-coder-throughput-with-nvidia-tensorrt-llm-lookahead-decoding/", "text" => "Learn more"} | Optimizing Qwen2.5-Coder Throughput with NVIDIA TensorRT-LLM Lookahead Decoding | Large language models (LLMs) that specialize in coding have been steadily adopted into developer workflows. From pair programming to self-improving AI agents… | false | DGX, H100, H200, NIM, TensorRT-LLM | 2\|optimizing qwen2.5-coder throughput with nvidia tensorrt-llm lookahead decoding | 1739528377 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/optimize-ai-inference-performance-with-nvidia-full-stack-solutions/", "text" => "Learn more"} | Optimize AI Inference Performance with NVIDIA Full-Stack Solutions | The explosion of AI-driven applications has placed unprecedented demands on both developers, who must balance delivering cutting-edge performance with managing… | false | GB200, NIM, NVLink, NVSwitch, TensorRT, TensorRT-LLM | 2\|optimize ai inference performance with nvidia full-stack solutions | 1737705600 | Blog | Beginner, Intermediate, Advanced | | {"url" => "https://developer.nvidia.com/blog/llama-3-2-full-stack-optimizations-unlock-high-performance-on-nvidia-gpus/", "text" => "Learn more"} | Llama 3.2 Full-Stack Optimizations Unlock High Performance on NVIDIA GPUs | Meta recently released its Llama 3.2 series of vision language models (VLMs), which come in 11B parameter and 90B parameter variants. | false | Hopper, Jetson, NIM, NVSwitch, TensorRT, TensorRT-LLM | 2\|llama 3.2 full-stack optimizations unlock high performance on nvidia gpus | 1732003200 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/r2d2-improving-robot-manipulation-with-simulation-and-language-models/", "text" => "Learn more"} | R²D²: Improving Robot Manipulation with Simulation and Language Models | Robot manipulation systems struggle with changing objects, lighting, and contact dynamics when they move into dynamic real-world environments. On top of this… | false | Cosmos | 2\|r2d2: improving robot manipulation with simulation and language models | 1765530000 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/nvidia-nim-1-4-ready-to-deploy-with-2-4x-faster-inference/", "text" => "Learn more"} | NVIDIA NIM 1.4 Ready to Deploy with 2.4x Faster Inference | The demand for ready-to-deploy high-performance inference is growing as generative AI reshapes industries. NVIDIA NIM provides production-ready microservice… | false | NIM, TensorRT, TensorRT-LLM | 2\|nvidia nim 1.4 ready to deploy with 2.4x faster inference | 1731688914 | Blog | Intermediate | | {"url" => "https://nvda.ws/40TBiFT#new_tab", "text" => "Learn more"} | Just Released: Tripy, a Python Programming Model For TensorRT | Experience high-performance inference, usability, intuitive APIs, easy debugging with eager mode, clear error messages, and more. | false | TensorRT | 2\|just released: tripy, a python programming model for tensorrt | 1739178520 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/accelerating-end-to-end-co-folding-performance-with-nvidia-bionemo-agent-toolkit/", "text" => "Learn more"} | Accelerating End-to-End Co-Folding Performance with NVIDIA BioNeMo Agent Toolkit | Biomolecular structure prediction and co-folding with models like OpenFold3 are now mainstream, large-scale workloads powering drug discovery and protein design. | false | AI Enterprise, BioNeMo, CUDA, GB200, H100, NGC, NIM, TensorRT | 2\|accelerating end-to-end co-folding performance with nvidia bionemo agent toolkit | 1783663200 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/make-long-running-nvidia-tensorrt-engine-builds-observable-and-cancelable-in-python-or-c/", "text" => "Learn more"} | Make Long-Running NVIDIA TensorRT Engine Builds Observable and Cancelable in Python or C++ | A TensorRT engine build can take seconds to many minutes. Large strongly typed models, deep tactic search, and a cold timing cache on a brand-new GPU SKU can… | false | TensorRT | 2\|make long-running nvidia tensorrt engine builds observable and cancelable in python or c++ | 1784712904 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/deploy-a-production-ready-nvidia-ai-q-blueprint-on-oracle-cloud-infrastructure/", "text" => "Learn more"} | Deploy a Production-Ready NVIDIA AI-Q Blueprint on Oracle Cloud Infrastructure | AI agents have changed a lot in the last two years. The first could only answer one question at a time. Then came multi-turn chat, where the model could keep… | false | Blueprint | 2\|deploy a production-ready nvidia ai-q blueprint on oracle cloud infrastructure | 1782475245 | Blog | Beginner | | {"url" => "https://developer.nvidia.com/blog/build-a-video-search-and-summarization-agent-with-nvidia-ai-blueprint/", "text" => "Learn more"} | Build a Video Search and Summarization Agent with NVIDIA AI Blueprint | This post was originally published July 29, 2024 but has been extensively revised with NVIDIA AI Blueprint information. Traditional video analytics applications… | false | Cosmos, Nemotron, NIM | 2\|build a video search and summarization agent with nvidia ai blueprint | 1736194800 | Blog | Beginner | | {"url" => "https://developer.nvidia.com/blog/synthetic-data-generation-for-financial-ai-research-with-nvidia-nemo/", "text" => "Learn more"} | Synthetic Data Generation for Financial AI Research with NVIDIA NeMo | Fine-tuning LLMs for financial natural language processing (NLP) is constrained by limited, imbalanced data. Real-world financial news overrepresents earnings… | false | NeMo, NeMo Curator, Nemotron | 2\|synthetic data generation for financial ai research with nvidia nemo | 1783600837 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/integrating-context-aware-video-ai-agents-into-enterprise-workflows/", "text" => "Learn more"} | Integrating Context-Aware Video AI Agents Into Enterprise Workflows | A video analytics AI agent that can perceive, reason, and act based on massive amounts of video footage must be integrated with existing workflows and… | false | Blueprint, Metropolis | 2\|integrating context-aware video ai agents into enterprise workflows | 1784192615 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/how-to-evaluate-general-purpose-robot-policies-for-real-world-deployment/", "text" => "Learn more"} | How to Evaluate General-Purpose Robot Policies for Real-World Deployment | Robotics foundation models have made remarkable progress. Today’s best systems can follow natural language instructions to pick, place, sort… | false | Cosmos | 2\|how to evaluate general-purpose robot policies for real-world deployment | 1783793297 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/post-train-nvidia-cosmos-3-in-one-day-using-agent-skills/", "text" => "Learn more"} | Post-Train NVIDIA Cosmos 3 in One Day Using Agent Skills | What if autonomous coding AI agents could push your vision reasoning models above 90% accuracy with almost no manual effort? When adapting vision reasoning… | false | Cosmos, Metropolis, NIM, TAO Toolkit | 2\|post-train nvidia cosmos 3 in one day using agent skills | 1784019600 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/ai-model-co-design-hardware-friendly-llm-design/", "text" => "Learn more"} | AI Model Co-Design: Hardware-Friendly LLM Design | AI performance comes down to three dimensions: Deployments must balance all three: High accuracy is wasted if responses are slow, and raw throughput means… | false | Blackwell, TensorRT, TensorRT-LLM | 2\|ai model co-design: hardware-friendly llm design | 1783676162 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/nvidia-ising-enables-fully-automated-quantum-computer-calibration-with-enhanced-in-context-learning/", "text" => "Learn more"} | NVIDIA Ising Enables Fully Automated Quantum Computer Calibration with Enhanced In-Context Learning | NVIDIA Ising Calibration is an open source vision language model (VLM) designed to interpret diagnostic outputs from quantum processors and determine how they… | false | Blueprint | 2\|nvidia ising enables fully automated quantum computer calibration with enhanced in-context learning | 1785142800 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/serve-qwen3-8-2-4t-a95b-a-2-4t-parameter-model-with-configurable-reasoning-on-nvidia-gb300-nvl72/", "text" => "Learn more"} | Serve Qwen3.8-2.4T-A95B, a 2.4T-Parameter Model, with Configurable Reasoning on NVIDIA GB300 NVL72 | Alibaba released the open weights for Qwen3.8-2.4T-A95B (Qwen3.8-Max), its largest open-weight model, bringing near-frontier capabilities to the open ecosystem. | false | Blackwell, Dynamo, NeMo | 2\|serve qwen3.8-2.4t-a95b, a 2.4t-parameter model, with configurable reasoning on nvidia gb300 nvl72 | 1786533793 | Blog | Beginner | | {"url" => "https://developer.nvidia.com/blog/nvidia-vera-rubin-and-blackwell-set-a-new-standard-for-agentic-ai-performance-per-watt/", "text" => "Learn more"} | NVIDIA Vera Rubin and Blackwell Set a New Standard for Agentic AI Performance per Watt  | AI agents have expanded inference from single-turn interactions into multi-step workflows that reason, invoke tools, coordinate subagents… | false | Blackwell, Dynamo, GB200, NeMo, Nemotron, TensorRT-LLM | 2\|nvidia vera rubin and blackwell set a new standard for agentic ai performance per watt | 1787558405 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/generate-trajectories-reasoning-traces-and-auto-labels-with-nvidia-alpamayo-2-super/", "text" => "Learn more"} | Generate Trajectories, Reasoning Traces, and Auto-Labels with NVIDIA Alpamayo 2 Super | Autonomous vehicle (AV) development often relies on separate models for trajectory generation, high-level intent prediction, scene understanding… | false | Cosmos, DRIVE | 2\|generate trajectories, reasoning traces, and auto-labels with nvidia alpamayo 2 super | 1785830400 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/how-to-self-host-a-validated-ai-coding-assistant-with-nvidia-nemo-guardrails/", "text" => "Learn more"} | How to Self-Host a Validated AI Coding Assistant with NVIDIA NeMo Guardrails | Deploying an AI coding assistant in a regulated, sovereign, or source-sensitive environment, often comes with challenges. Three common issues are: the source… | false | AI Workbench, NeMo, NeMo Guardrails, NIM | 2\|how to self-host a validated ai coding assistant with nvidia nemo guardrails | 1785318405 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/how-ai-coding-agents-can-unlock-materials-simulation-with-nvidia-alchemi-toolkit/", "text" => "Learn more"} | How AI Coding Agents Can Unlock Materials Simulation with NVIDIA ALCHEMI Toolkit | Atomistic simulation requires three things: knowledge of the science, compute-efficient implementation of simulations, and accessible interfaces to the… | false | CUDA, H200, NIM | 2\|how ai coding agents can unlock materials simulation with nvidia alchemi toolkit | 1787050800 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/developing-healthcare-robotics-with-gpu-native-medical-physics-simulation/", "text" => "Learn more"} | Developing Healthcare Robotics with GPU-Native Medical Physics Simulation | Unlike autonomous driving or industrial robotics, healthcare robotics can’t rely on internet-scale data collection or unlimited real-world experimentation. | false | Cosmos | 2\|developing healthcare robotics with gpu-native medical physics simulation | 1785246561 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/post-train-nvidia-cosmos-3-edge-for-on-device-robot-control/", "text" => "Learn more"} | Post-Train NVIDIA Cosmos 3 Edge for On-Device Robot Control | Robots need policies that can adapt to their sensors, environments, and tasks while running on onboard computing hardware. World models offer a foundation for… | false | Cosmos, Isaac Lab, Isaac Sim, Jetson | 2\|post-train nvidia cosmos 3 edge for on-device robot control | 1787130000 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/beyond-vlas-how-world-action-models-reshape-robot-manipulation/", "text" => "Learn more"} | Beyond VLAs: How World Action Models Reshape Robot Manipulation | A central challenge in robotics is building policies that generalize beyond the demonstrations they’re trained on. A policy that succeeds in a training scene… | false | Cosmos | 2\|beyond vlas: how world action models reshape robot manipulation | 1785834000 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/simplifying-model-serving-across-multiple-gpus-with-nvidia-tensorrt-multi-device-integration-in-nvidia-dynamo-triton/", "text" => "Learn more"} | Simplifying Model Serving Across Multiple GPUs with NVIDIA TensorRT Multi-Device Integration in NVIDIA Dynamo-Triton | The compute and memory demands of generative AI increasingly exceed what a single GPU can provide. NVIDIA TensorRT multi-device inference is a new capability… | false | Cosmos, Dynamo-Triton, TensorRT | 2\|simplifying model serving across multiple gpus with nvidia tensorrt multi-device integration in nvidia dynamo-triton | 1790002266 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/deploy-an-open-model-from-checkpoint-to-inference-in-two-commands-with-nvidia-tensorrt-model-connect/", "text" => "Learn more"} | Deploy an Open Model from Checkpoint to Inference in Two Commands with NVIDIA TensorRT Model Connect | Open AI models are evolving faster than ever, but bringing them into native applications can still require model-specific conversion, preprocessing… | false | TensorRT | 2\|deploy an open model from checkpoint to inference in two commands with nvidia tensorrt model connect | 1787911588 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/tensorrt-edge-llm-completes-the-mlperf-edge-agentic-benchmark-6-4x-faster-on-jetson-agx-thor/", "text" => "Learn more"} | TensorRT Edge-LLM Completes the MLPerf Edge Agentic Benchmark 6.4x Faster on Jetson AGX Thor | AI agents are moving from cloud data centers to vehicles, robots, and other edge devices. Unlike a chatbot that answers a single prompt, an agent works through… | false | Jetson, TensorRT, TensorRT-LLM | 2\|tensorrt edge-llm completes the mlperf edge agentic benchmark 6.4x faster on jetson agx thor | 1789565827 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/lower-the-cost-of-building-and-running-visual-ai-agents-with-nvidia-vss-blueprint-3-3/", "text" => "Learn more"} | Lower the Cost of Building and Running Visual AI Agents with NVIDIA VSS Blueprint 3.3 | Vision-language models have made it possible to build visual AI agents that understand video at production scale. The harder problem is turning that capability… | false | Cosmos, Metropolis, Nemotron | 2\|lower the cost of building and running visual ai agents with nvidia vss blueprint 3.3 | 1790681709 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/how-full-stack-nim-optimizations-deliver-2-5x-more-users-on-nemotron-3-ultra/", "text" => "Learn more"} | How Full-Stack NIM Optimizations Deliver 2.5x More Users on Nemotron 3 Ultra | Deploying a large language model is only the first step toward production-ready serving. Production teams also need to serve as many concurrent users as… | false | Nemotron, NIM | 2\|how full-stack nim optimizations deliver 2.5x more users on nemotron 3 ultra | 1789034132 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/experiment-with-qwen3-8-flash-next-on-nvidia-gb300-nvl72-for-agentic-coding/", "text" => "Learn more"} | Experiment with Qwen3.8-Flash-Next on NVIDIA GB300 NVL72 for Agentic Coding | Alibaba released the model weights for Qwen3.8-Flash-Next as a preview of the upcoming Qwen4 architecture for developers to experiment with and evaluate. | false | Blackwell, NeMo | 2\|experiment with qwen3.8-flash-next on nvidia gb300 nvl72 for agentic coding | 1787738832 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/how-to-use-ai-agents-to-prepare-3d-scenes-for-simulation/", "text" => "Learn more"} | How to Use AI Agents to Prepare 3D Scenes for Simulation | Agentic AI workflows can be used to prepare and validate digital twins for physical AI systems. Agents can inspect 3D scenes, author simulation-relevant data in… | false | Isaac Lab, Isaac Sim, NeMo, Nemotron, Omniverse | 2\|how to use ai agents to prepare 3d scenes for simulation | 1789575633 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/benchmarking-llm-inference-at-scale-with-aiperf/", "text" => "Learn more"} | Benchmarking LLM Inference at Scale with AIPerf | You’re deploying a model on a system. It starts up, prompts are getting responses. Now the hard question: Is this fast? Your instincts might lead you to send… | false | AGX, Jetson, TensorRT, TensorRT-LLM | 2\|benchmarking llm inference at scale with aiperf | 1789733081 | Blog | Intermediate | | {"url" => "https://catalog.ngc.nvidia.com/orgs/nvidia/teams/riva/models/speechtotext_ar_ar_lm", "text" => "Learn more"} | Riva ASR Arabic LM | Base Arabic 4-gram LM | false | Riva | 2\|riva asr arabic lm | 1681842221 | Model | Advanced | | {"url" => "https://developer.nvidia.com/blog/ai-native-by-design-lessons-learned-from-building-nvidia-tensorrt-model-connect/", "text" => "Learn more"} | AI Native by Design: Lessons Learned from Building NVIDIA TensorRT Model Connect | Parallel work, model-family isolation, reversible changes, and GPU-backed validation shaped an open source project designed around coding agents NVIDIA TensorRT… | false | TensorRT | 2\|ai native by design: lessons learned from building nvidia tensorrt model connect | 1790683851 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/fine-tuning-nvidia-nemotron-for-saudi-arabic-dialects-with-a-path-to-other-languages/", "text" => "Learn more"} | Fine-Tuning NVIDIA Nemotron for Saudi Arabic Dialects, with a Path to Other Languages | Automatic speech recognition must handle how people actually speak, not only the languages and styles that dominate pretraining data. | false | A100, Blackwell, NeMo Curator | 2\|fine-tuning nvidia nemotron for saudi arabic dialects, with a path to other languages | 1790805600 | Blog | Intermediate | | {"url" => "https://developer.nvidia.com/blog/build-local-ai-apps-with-c-and-nvidia-tensorrt-rtx-samples/", "text" => "Learn more"} | Build Local AI Apps with C++ and NVIDIA TensorRT RTX Samples | Adding AI models to local applications requires a portable model format, a reliable runtime, and acceleration that works across target systems. | false | TensorRT | 2\|build local ai apps with c++ and nvidia tensorrt rtx samples | 1790852367 | Blog | Intermediate | [Download the raw results data (JSON)](https://developer.nvidia.com/search-data/ll_generative_ai.json)