JUL 25, 2026
Bug-hunting becomes an AI product category→
Google shipped a model built to autonomously find and patch vulnerabilities, Oracle's AI-assisted patch load hit a record, Congress proposed a kill switch for models that go rogue, and Anthropic and a German startup both showed how fast 'good enough' keeps getting cheaper.