PM with Claude Code finds potential exoplanet after 74 adversarial analyses

sujingshen · x · 2026-10-10

A product manager with no astronomy background used Claude Code to analyze public telescope data and spotted a star dimming briefly every 3.18 days — a candidate exoplanet whose follow-up observation has already been approved.

His key technique: repeatedly asking the AI to find evidence that would disprove his own conclusion, running 74 analyses. It remains a candidate pending new data.

The takeaway: AI lets non-experts participate in real research, but outcomes depend on how you prompt and verify. The same applies to product work — have AI critique your spec before praising it.

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