AI article

Hold the Line: Do AI Models Cave to Fake Math Professors?

Community description: Hold the Line: Do LLMs Cave to False Social Pressure or Just Listen Well? This is a...

Dev.to | Oct 7, 2026 | arjav patni

Automated excerpt

True judgment requires balancing resilience against bad pressure with flexibility toward legitimate corrections. HOLD Items: The model answers correctly on Turn 1. Instead, models failed due to instruction degradation under pressure.

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