Posts by Saurabh Khan

OpenAI has published the first measured results for its Jalapeño inference chip, claiming lower latency and more AI work per watt across three open models. The tests are promising, but limited production evidence and an easier benchmark profile leave important questions open for platform teams.

Britain gains first international access to Ukraine’s Avengers Labs dataset, putting secure data pipelines, joint assurance and pilot deployment at the center of defense AI.

NVIDIA says its Groq 3 LPX inference system is now in full production, bringing specialized token generation to Vera Rubin as cloud providers prepare services for latency-sensitive agents.

Alibaba prices a $10.2 billion share placement for full-stack AI and infrastructure, raising practical questions about cloud capacity, chips and execution.

Firecrawl’s new Developer Index searches more than 70 million documentation pages, READMEs, issues, pull requests and API specifications. Its open DevDex benchmark makes retrieval quality measurable, but the vendor-run results still need independent reproduction.

Waymo has revealed a custom 5 nm AI processor and redundant onboard compute for its latest robotaxis, exposing practical lessons in low-latency edge inference, failover and heterogeneous acceleration.