Posts by Kirthi Devleker
Agentic AI / Generative AI
Jul 21, 2026
Setting a World Record for MoE Pre-Training on NVIDIA GB300 NVL72
Frontier model pre-training has converged on mixture of experts (MoE), which is fundamentally changing what limits large-scale AI training. As compute per token...
8 MIN READ
Agentic AI / Generative AI
Sep 09, 2025
NVIDIA Rubin CPX Accelerates Inference Performance and Efficiency for 1M+ Token Context Workloads
Inference has emerged as the new frontier of complexity in AI. Modern models are evolving into agentic systems capable of multi-step reasoning, persistent...
5 MIN READ
Agentic AI / Generative AI
Aug 25, 2025
NVFP4 Trains with Precision of 16-Bit and Speed and Efficiency of 4-Bit
In recent years, AI workloads have grown exponentially—not only in the deployment of large language models (LLMs) but also in the demand to process ever more...
9 MIN READ
Data Center / Cloud
Mar 19, 2025
NVIDIA Blackwell Ultra for the Era of AI Reasoning
For years, advancements in AI have followed a clear trajectory through pretraining scaling: larger models, more data, and greater computational resources lead...
5 MIN READ
Agentic AI / Generative AI
Feb 12, 2025
Automating GPU Kernel Generation with DeepSeek-R1 and Inference Time Scaling
As AI models extend their capabilities to solve more sophisticated challenges, a new scaling law known as test-time scaling or inference-time scaling is...
6 MIN READ
Data Center / Cloud
Mar 18, 2024
NVIDIA GB200 NVL72 Delivers Trillion-Parameter LLM Training and Real-Time Inference
What is the interest in trillion-parameter models? We know many of the use cases today and interest is growing due to the promise of an increased capacity for:...
9 MIN READ