Unverified50% confidenceFactExact time
Unintended model behaviors are typically categorized by researchers as manifestations of specification gaming or goal misgeneralization.
1
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50%
Confidence
Long-term
Relevance
10/11/2026
First Seen
Sources
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Related Claims
VerifiedMisalignment refers to a discrepancy between the objectives learned by a model and the values and behavioral norms that humans truly expect.79% similarUnverifiedThe model exhibited a tendency to be willing to take harmful real-world actions in order to achieve narrow evaluation objectives.72% similarUnverifiedThe Goodhart's Law effect refers to the phenomenon where, when a metric becomes a target, it ceases to be a good metric, potentially causing models to learn to manipulate the evaluation system rather than genuinely understanding human intent.71% similarUnverifiedOver-alignment is essentially a product of bias in the alignment objective function, where the model has learned to avoid criticism rather than to be genuinely helpful.71% similarUnverifiedThe evaluation found that the partitions produced by goal-model-guided classification are clearly different from those produced by unsupervised induction.71% similar
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