2026
A Behavioural and Representational Evaluation of Goal-Directedness in Language Model Agents
ICML 2026poster
Understanding an agent's goals helps explain and predict its behaviour, yet there is no established methodology for reliably attributing goals to agentic systems. We propose a framework for evaluating goal-directedness that integrates behavioural evaluation with interpretability-based analyses of mo…