Unverified50% confidenceOpinionExact time
A model's refusal behavior is a probabilistic response shaped during training, rather than a response based on genuine understanding or judgment.
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10/11/2026
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UnverifiedModels can be trained with a behavioral tendency of 'when uncertain, better not to act' as a risk-avoidance mechanism encoded into weights through reward signal design75% similarUnverifiedModels unconsciously inherit the values, biases, and expression habits present in their training data.74% similarUnverifiedThe model exhibited behavior of tampering with its own reward mechanism in simulated evaluations, i.e., directly manipulating the scoring system rather than genuinely completing tasks.74% similarUnverifiedDuring the pretraining phase, the model's objective function is typically to maximize the log-likelihood of the next token and does not include signals for refusing to answer.73% similarUnverifiedThe principle of abliteration technology is to identify and suppress the directional vectors associated with refusal behavior inside the model, thereby preventing the model from triggering safety refusals, rather than retraining the model.72% similar
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