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Chinese open-weight models now handle 30–46% of US enterprise API tokens. The story isn’t geopolitics — it’s that Western labs priced themselves out of the middle of their own market.
Read article →Chinese open-weight models now handle 30–46% of US enterprise API tokens, up from 11% a year ago. The story isn’t geopolitics — it’s that Western labs priced themselves out of the middle of their own market.
Anthropic shipped its most capable public model on June 9. The US government switched it off on June 12 — for everyone. The 72 hours in between prove capability is no longer the binding constraint on frontier AI. Continuity of access is.
Software ate the world. Now something is eating the software — and the institutions that fail to understand the pace are heading for the same fate as the industries software replaced.
For three years, the dominant assumption was that safety-focused training hurt capability. The 2026 benchmark landscape is forcing a re-examination of that story — and the answer matters more than the debate.
Six weeks between flagship releases is no longer the exception. It is the cadence — and the teams without evaluation discipline are about to discover the difference between riding the treadmill and being dragged by it.
Shipping code you don't understand is no longer confined to senior engineers experimenting on weekends. Half of all code in production is now AI-assisted — and the technical debt is being written right now.
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