2026
Position: Comprehensive AI governance requires addressing non-model capability gains
ICML 2026poster
Frontier AI governance often centres on the model-level governance paradigm, which assumes that a model’s capability profile is primarily a function of the compute and data used during training. This position paper argues that model-level governance becomes less effective when capability progress is…