Why Do AI Agents Break Rules? How Framing, Context, and Social Signals Shape Compliance

Mika Okamoto, Ansel Kaplan Erol, Kutluhan Erol

Specifying a penalty can turn a legal obligation into a cost-benefit calculation that favors violation. We show that this enforcement information paradox occurs in AI agents. Most…