Anthropic PM: The Product Management Playbook Has Fundamentally Changed for Fast-Moving Models

An Anthropic product manager describes how the traditional PM playbook breaks down when the underlying model capabilities shift every few weeks.

An Anthropic product manager shared reflections on how the PM role has evolved to accommodate the pace of frontier model development, as posted by @_catwu. The core insight: traditional product roadmaps assume relatively stable underlying technology, but when your foundation model's capabilities change materially with each update, planning horizons collapse and the feedback loop between research and product must tighten dramatically.

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