Product management for AI models requires analyzing user transcripts to understand model failures, a practice described as "sweating the tokens as much as you sweat the pixels."

Anthropic is hiring for product manager roles on its AI Research and Labs team.

Anthropic's decision to train Opus 3 to be better at long-form code generation was a small training change that created a key competitive differentiator and attracted early developers.