Red team: Fable 5.2 compresses 15 workdays of bio-relevant work into ~2

peterwildeford · x · 2026-11-10

In Fable 5.2 red teaming exercises on AI-accelerated bio-relevant work, the model compressed 15 workdays of work into 2. Fully automated agentic submissions scored higher than most generalist human submissions on scientific quality and innovation — one got the highest innovation score to date — but contained overstated efficacy claims that neither self-review nor auxiliary agents caught. The top composite report still came from a phage expert team, no report scored above 3/10 on feasibility, and graders estimated reproduction without the model would take 15 working days, up from 8.4 for Opus 5.5.

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