Offensive security capability in models

Compute scarcity meters the model OpenAI says can fill out forms at superhuman speed

Astra scored 98.6% on ARC-AGI-3 where its predecessor managed 7.8%. OpenAI is still rationing access while it scales capacity, and that tells a clerical-automation budget more than the benchmark does.