ChatGPT PM: AI-era product management means steering probabilistic systems
AarushSelvan · x · 2026-10-08
ChatGPT product manager Aarush Selvan discussed on TBPN how AI has upended product management. In the SaaS era, PM work centered on deterministic software; with AI, the role is now about defining what "good" looks like and steering a probabilistic system toward it.
Key points:
- PMs must "start from scratch a little" and get comfortable with non-determinism.
- Getting fluent with evals and measuring progress is now a critical skill.
- Designers can no longer pre-define how a weather card or sports card will look when triggered — the model generates UI on the fly.
A timely take on how product methodology is shifting in the AI era.
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