Our AI midwife: how ChatGPT spotted a 6cm fibroid doctors missed for 6 years

Astral Codex Ten · rss · 2026-10-02

A guest post on Astral Codex Ten recounts how the author's six-year "unexplained infertility" journey was cracked by an LLM. After repeated failed embryo transfers, the couple used ChatGPT role-playing a Hollywood TV doctor ("Dr. Reid")—a workaround for early models refusing medical questions—to relentlessly analyze scans and hormone levels, cross-checking answers against their human doctors.

The turning point: Dr. Reid suggested a uterine MRI, a test their doctors had only mentioned once in six years and never recommended. The fertility clinic resisted; the couple insisted. The scan revealed a 6cm submucosal fibroid at a common implantation site. After surgical removal, the wife conceived naturally.

The author reflects on today's reflexive AI self-flagellation: yes, AI safety deserves more attention, but the tech is helping ordinary people profoundly—"magical kid-producing tech for $2."

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