The “Knowledge–Behavior Gap” in Cultural Taboo Safety of Large Language Models
The episode examines a paper on 'Cultural Taboo Safety' in Large Language Models. The hosts discuss the 'knowledge-behavior gap,' where AI models know cultural rules but fail to apply them in practice. They introduce the CulShield benchmark and conclude that combining safety training with real human values is necessary to close this dangerous gap.