OpenAI’s self-designed ASIC compared with Rubin, Jalapeño’s TCO, throughput per MW, and spicy deets
OpenAI says its Jalapeño chip can power faster AI responses than the competition
OpenAI still isn’t giving up Nvidia chips, though.
OpenAI’s Jalapeño chip is built for fast inference at scale, benchmarks show | TechCrunch
Tested on SemiAnalysis’ InferenceX benchmark, Jalapeño registered both more tokens per user and more throughput per kilowatt than the currently available state-of-the art.
How OpenAI Used Its Own LLMs to Design Its Jalapeño Chip
AI drastically shortened its design time; it will only get faster
Jalapeño’s first results show industry-leading speed and efficiency in AI inference
Jalapeño is a custom inference chip from OpenAI that delivers faster, more power-efficient AI inference, with higher throughput and lower latency for modern models.
OpenAI and Broadcom unveil LLM-optimized inference chip
OpenAI and Broadcom introduce Jalapeño, a custom AI chip built for LLM inference to improve performance, efficiency, and scale across AI systems.
How will OpenAI compete? — Benedict Evans
OpenAI has some big questions. It doesn’t have unique tech. It has a big user base, but with limited engagement and stickiness and no network effect. The incumbents have matched the tech and are leveraging their product and distribution. And a lot of the value and leverage will come from new experie
OpenAI partners with Cerebras
OpenAI partners with Cerebras to add 750MW of high-speed AI compute, reducing inference latency and making ChatGPT faster for real-time AI workloads.
OpenAI gpt-oss· Ollama Blog
Ollama partners with OpenAI to bring gpt-oss to Ollama and its community.
OpenAI
OpenAI is an American AI focused company. Founded in December 2015, OpenAI is best known for their ChatGPT chatbot, also known for the Generative Pre-Trained Transformer...
Teaching Everyone to Fish for Tokens
Nvidia wants you building your own model, not buying from Anthropic/OpenAI.
OpenAI buys local-first, plus Claude and MedGemma health updates
trust is hard to win, easy to lose, and really expensive to acquire.
nvidia/nemotron-3.5-asr-streaming-0.6b · Hugging Face
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
