2 papers
cs.LG2025
ACE and Diverse Generalization via Selective Disagreement
Oliver Daniels, Stuart Armstrong, Alexandre Maranhão +3
Deep neural networks are notoriously sensitive to spurious correlations - where a model learns a shortcut that fails out-of-distribution. Existing work on spurious correlations has…
cs.AI2023
CoinRun: Solving Goal Misgeneralisation
Stuart Armstrong, Alexandre Maranhão, Oliver Daniels-Koch +2
Goal misgeneralisation is a key challenge in AI alignment -- the task of getting powerful Artificial Intelligences to align their goals with human intentions and human morality. In…