Prime Intellect raised $20M promising decentralized AI training. Its flagship model trained on a centralized 512-GPU cluster instead. The gap between vision and execution reveals hard truths about frontier AI infrastructure.
DeepSeek's new math model matches OpenAI and Google's gold-medal IMO performance, then does what they won't: releases everything. The 685B-parameter system beat the best human Putnam score by 28 points. But did it reason, or just remember?
Alibaba has never shipped consumer hardware. Now they're selling AI glasses across 604 stores in China. The real product isn't eyewear—it's a pipeline to their 34%-growth cloud business. Here's what Western competitors are missing.
80% of AI startup pitches at Andreessen Horowitz now feature American companies building on Chinese open-source models. The infrastructure shift happened while nobody was watching—and it carries more than just cost savings.
OpenAI's Stargate deal locked up 40% of global DRAM supply in one transaction. RAM prices tripled in weeks. Some companies saw it coming and stockpiled. Others didn't. The consumer PC market absorbs the cost of someone else's AI ambitions.
Google's AI summarizes recipes it never tested, destroying food bloggers' livelihoods. The Woks of Life family spent years documenting Chinese cooking in English. Now AI panels serve that knowledge to users who'll never learn the source.
Ilya Sutskever helped prove that scale works in AI. Now he says it doesn't—and his $3 billion company is betting the future belongs to researchers with ideas, not labs with the biggest GPU clusters. The industry isn't ready for this argument.
Anthropic's Opus 4.5 reclaims coding leadership and cuts prices 67%. But security tests show 22-point variance between evaluations, and one developer couldn't distinguish it from Sonnet in real work. Here's what actually matters.
Anthropic cut Opus prices by 67% and claimed benchmark leadership. But confused usage limits, a Microsoft paradox, and user expectations of post-launch degradation reveal competitive pressure reshaping AI economics.
OpenAI's new shopping bot achieves 64% accuracy while the company bleeds $5 billion yearly. As Amazon blocks access and processing takes 5 minutes, the tool reveals a deeper crisis: OpenAI needs revenue desperately but can't build it.
California granted Waymo permission to operate across 47,493 square miles—but the company runs just 2,500 vehicles in five cities. The gap between regulatory approval and actual deployment reveals unit economics Waymo won't disclose and local opposition the state ignores.
