Interpretability

Developing tools to analyse AI decision-making processes and detect emergent behaviors before they become risks.

Emergent Behaviour: An explicit interruption capability can avert catastrophic errors or runaway behaviours

Helps understand AI behavior but does not prevent emergent capabilities from appearing.
Research in explainable AI is advancing, but understanding deep learning models remains complex.