Posts by Chintan Patel
Agentic AI / Generative AI
Sep 10, 2026
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...
6 MIN READ
Agentic AI / Generative AI
Aug 11, 2026
NVIDIA Nemotron 3.5 Lightning Delivers Fast, Accurate Specialized Task Execution for Long-Running Agents
Long-running AI agents spend most of their time on high-volume execution: tool calls, result validation, and subagent delegation. Using a frontier reasoning...
8 MIN READ
Agentic AI / Generative AI
Jun 04, 2026
NVIDIA Nemotron 3 Ultra Powers Faster, More Efficient Reasoning for Long-Running Agents
Single-turn chatbots are evolving into long-running agents that can reason, maintain context, use tools, and run efficiently across many turns to complete...
10 MIN READ
Agentic AI / Generative AI
Mar 24, 2026
Building NVIDIA Nemotron 3 Agents for Reasoning, Multimodal RAG, Voice, and Safety
Agentic AI is an ecosystem where specialized models work together to handle planning, reasoning, retrieval, and safety guardrailing. As these systems scale,...
10 MIN READ
Agentic AI / Generative AI
Mar 11, 2026
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, and long-context...
12 MIN READ
Agentic AI / Generative AI
Dec 15, 2025
Inside NVIDIA Nemotron 3: Techniques, Tools, and Data That Make It Efficient and Accurate
Agentic AI systems increasingly rely on collections of cooperating agents—retrievers, planners, tool executors, verifiers—working together across large...
10 MIN READ