Linear Probe Penalties Reduce LLM Sycophancy. - Henry Papadatos; Rachel Freedman (CoRR, 2024)

A Frontier AI Risk Management Framework: Bridging the Gap Between Current AI Practices and Established Risk Management. - Siméon Campos; Henry Papadatos; Fabien Roger; Chloé Touzet; Otter Quarks; Malcolm Murray (CoRR, 2025)

Mapping AI Benchmark Data to Quantitative Risk Estimates Through Expert Elicitation. - Malcolm Murray; Henry Papadatos; Otter Quarks; Pierre-François Gimenez; Siméon Campos (CoRR, 2025)

Evaluating the Goal-Directedness of Large Language Models. - Tom Everitt; Cristina Garbacea; Alexis Bellot; Jonathan Richens; Henry Papadatos; Siméon Campos; Rohin Shah (CoRR, 2025)