OpenAI’s Jalapeño lands as AI infrastructure spending surges
Thursday, June 25, 2026 · 11 min

OpenAI and Broadcom unveiled Jalapeño, a custom LLM inference chip, while Groq, Microsoft, Blackstone and CoreWeave pushed fresh capital and capacity into AI infrastructure. The center of gravity is shifting from model demos to inference cost, power, and buildout scale.
Listen
Show notes
OpenAI and Broadcom unveiled Jalapeño, a custom LLM inference chip, while Groq, Microsoft, Blackstone and CoreWeave pushed fresh capital and capacity into AI infrastructure. The center of gravity is shifting from model demos to inference cost, power, and buildout scale.
In this episode
- OpenAI and Broadcom announce chip designed for LLM inference at scale — Ars Technica
OpenAI, the company behind ChatGPT and Codex and the models those tools utilize, and Broadcom, an established silicon supplier, have announced a new chip called Jalapeño, designed specifically for large language model inference in data centers. The chip is intended to be deployed at large data centers, both companies claim this is just the first generation in a long-term project that will see…
- Groq Secures Growth Funding to Expand Global AI Inference Cloud | TMC Insight — TMC Insight
Groq Secures Growth Funding to Expand Global AI Inference Cloud | TMC Insight ⬇️ AI # Groq Secures Growth Funding to Expand Global AI Inference Cloud ### Key Takeaways - Groq raised $650 million to accelerate expansion of its AI inference cloud. - The company plans to scale its global infrastructure footprint toward 200 MW by 2027. - A strengthened leadership team positions the organization…
- Inside Microsoft's Data Centre Build in Pecos, West Texas | Data Centre Magazine — Data Centre Magazine
# Inside Microsoft's Data Centre Build in Pecos, West Texas | Data Centre Magazine Published: 2026-06-23T12:00:53+00:00 Source: datacentremagazine.com (datacentremagazine.com) Language: en ## Story Inside Microsoft's Data Centre Build in Pecos, West Texas | Data Centre Magazine Article Data Centres # Inside Microsoft's Data Centre Build in Pecos, West Texas By Saffron Humphreys June 23,…
- Blackstone plans $30B for Japan AI data centres, and is unbothered by bubble talk — The Next Web
Blackstone plans $30B for Japan AI data centres, and is unbothered by bubble talk Blackstone plans to invest roughly $30 billion in artificial-intelligence data centres in Japan over the next three to five years, the firm’s president and chief operating officer, Jonathan Gray, told Nikkei in an interview published on Monday. The world’s largest alternative asset manager is in discussions to…
- CoreWeave and Conapto Partner on Stockholm AI Data Centres | Data Centre Magazine — Data Centre Magazine
CoreWeave and Conapto Partner on Stockholm AI Data Centres | Data Centre Magazine Article Cloud & Co-Location # CoreWeave and Conapto Partner on Stockholm AI Data Centres By Ben Craske June 24, 2026 undefined mins Share this article Prioritise Us on Google Share this article Prioritise Us on Google CoreWeave is expanding its presence in Europe by turning attention to Sweden (Credit:…