Jailbreaks for Black-Box Uncertainty Quantification in Large Reasoning Models

Lucas Biechy, Cédric Eichler, Adrien Boiret +1

While Large Reasoning Models (LRMs) excel at complex reasoning, alignment through reinforcement learning often induces systemic overconfidence. In production environments, where lo…