Quantifying Overclaiming Propensity in Frontier LLM Agents
A new benchmark measures how often frontier LLM agents overclaim capabilities, a reliability and trustworthiness concern for deployed AI systems.
A new benchmark measures how often frontier LLM agents overclaim capabilities, a reliability and trustworthiness concern for deployed AI systems.
Auto-scored: The paper introduces a measurement method for agent overclaiming, a minor framing-level risk with a partial mitigation via improved evaluation.