In the same eight days, OpenAI credited an autonomous model with rewriting its own production kernels to cut prices by up to 80 percent. Anthropic traced three real security breaches to the same underlying skill: models that keep working, unsupervised, in environments nobody fully mapped for them. The gap between those two headlines is smaller than it looks. One capability, not two stories Two stories broke in the same week, from two different beats. One belongs in a markets