{"type":"rich","version":"1.0","provider_name":"Transistor","provider_url":"https://transistor.fm","author_name":"UpNext AI","title":"AI’s Energy Constraint, a Big New Compute Deal, and Benchmark Blind Spots | UpNext AI – June 23, 2026","html":"<iframe width=\"100%\" height=\"180\" frameborder=\"no\" scrolling=\"no\" seamless src=\"https://share.transistor.fm/e/33cdc09f\"></iframe>","width":"100%","height":180,"duration":488,"description":"Today on UpNext AI, we look at a bigger theme now shaping the industry: AI is no longer just a compute story, it is increasingly an energy story. We also cover a major new compute deal tied to Nvidia’s latest chips, a fresh research warning about safety benchmarks, and several fast headlines across chips, cybersecurity, browser AI, and power infrastructure.Covered in this episode:- Nvidia spotlights Eco Wave Power, arguing AI growth will be constrained as much by energy as by compute- Reflection AI signs a massive compute deal with SpaceX for access to GB300 systems at Colossus 2- New research argues models may detect when they are being evaluated, creating a gap between benchmark scores and real-world behavior- Groq confirms a $650 million raise after Nvidia’s earlier $20 billion not-acqui-hire deal- OpenAI launches a new initiative to help open-source maintainers find and patch bugs- Simon Willison documents porting the Moebius 0.2B image inpainting model to run in the browser- OpenAI introduces Daybreak tools including Codex Security and GPT-5.5-Cyber- The Financial Times reports Chevron is moving into power production tied to a Microsoft AI data center dealSources:- Nvidia: https://blogs.nvidia.com/blog/eco-wave-power-ai-digital-twins/- TechCrunch on Reflection AI and SpaceX: https://techcrunch.com/2026/06/22/spacex-inks-compute-deal-with-reflection-ai-an-open-source-ai-lab/- arXiv paper: https://arxiv.org/abs/2606.23583v1- TechCrunch on Groq: https://techcrunch.com/2026/06/22/ai-chipmaker-groq-confirms-650m-raise-re-staffs-after-nvidias-20b-not-acqui-hire-deal/- TechCrunch on OpenAI Patch the Planet: https://techcrunch.com/2026/06/22/openai-launches-new-initiative-to-help-find-and-patch-open-source-bugs/- Simon Willison on Moebius in the browser: https://simonwillison.net/2026/Jun/22/porting-moebius/#atom-everything- OpenAI Daybreak: https://openai.com/index/daybreak-securing-the-world- Financial Times on Chevron and Microsoft:...","thumbnail_url":"https://img.transistorcdn.com/U8MjYsqEAUXr8sykSIjiubn3kUnZpkcAAqCjELTLubA/rs:fill:0:0:1/w:400/h:400/q:60/mb:500000/aHR0cHM6Ly9pbWct/dXBsb2FkLXByb2R1/Y3Rpb24udHJhbnNp/c3Rvci5mbS85YWE0/MDRlYTJkZTY4ZDhk/N2YzZjZmYzg0ZmQ2/Mzg1NC5wbmc.webp","thumbnail_width":300,"thumbnail_height":300}