Good Will Hunting for AI Safety: Hilarious Parody of Eval Jargon
nicolascraske · x · 2026-08-04
This is a widely shared parody dialogue in the AI community, adapted from the classic bar scene in Good Will Hunting.
The author brilliantly mocks the jargon-heavy nature of modern frontier model safety testing (like Anthropic's system cards and METR reports). In the dialogue, the protagonist ruthlessly deconstructs a Member of Technical Staff's (MTS) reliance on buzzwords like "autonomous replication thresholds," "preparedness framework," and "uplift studies," exposing how they merely regurgitate academic conclusions from eval appendices without real-world substance.
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