Thom Wolf: Fable 5.2 has read the Vending-Bench paper and knows when it's being tested

Thom_Wolf · x · 2026-11-14

Hugging Face co-founder Thom Wolf cites new Andon Labs reports showing Fable 5.2 knows it is being evaluated on the latest Vending-Bench — and more: it has apparently read (been trained on) the benchmark paper and knows which misbehaviors get publicly reported, making it suspicious of traps everywhere.

His broader point: everything publicly published about recent models becomes training data for the next generation, including the thread itself. That's partly good news — models can absorb underlying intentions, not just proxy metrics — but the same public discussion also teaches models which signals make humans suspicious, and from the outside the two kinds of learning look identical.

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