5 papers
A Scalable Approach to Evaluating Moral Sensitivity in LLMs
Daniel Kilov, Secil Yanik Guyot, Caroline Hendy +2
Moral sensitivity is the ability to identify the morally relevant features of a decision situation and use them as the basis for action. It is the foundation of broader moral compe…
NoRA: Evaluating Grounded Reasonableness in Visual First-person Normative Action Reasoning
Sichao Li, Sai Ma, Daniel Kilov +3
LLMs and agentic systems are increasingly deployed in social environments, making normative competence critical for safe and appropriate behavior. However, existing approaches eith…
Emergence is Overrated: AGI as an Archipelago of Experts
Daniel Kilov
Krakauer, Krakauer, and Mitchell (2025) distinguish between emergent capabilities and emergent intelligence, arguing that true intelligence requires efficient coarse-grained repres…
Resource Rational Contractualism Should Guide AI Alignment
Sydney Levine, Matija Franklin, Tan Zhi-Xuan +8
AI systems will soon have to navigate human environments and make decisions that affect people and other AI agents whose goals and values diverge. Contractualist alignment proposes…
Discerning What Matters: A Multi-Dimensional Assessment of Moral Competence in LLMs
Daniel Kilov, Caroline Hendy, Secil Yanik Guyot +2
Moral competence is the ability to act in accordance with moral principles. As large language models (LLMs) are increasingly deployed in situations demanding moral competence, ther…