2 citations · 2 across the 4 of their papers we have counts for
3 papers · 1 filter
The Pain Axis: LLMs Represent Self-Directed Harm and Act on It
Valen Tagliabue, Leonard Dung, Cameron Berg
LLMs sometimes behave in ways resembling human emotional responses, and recent work identified internal representations that may underlie these behaviors. We ask whether LLMs repre…
Hidden Coalitions in Multi-Agent AI: A Spectral Diagnostic from Internal Representations
Cameron Berg, Susan L. Schneider, Mark M. Bailey
Collections of interacting AI agents can form coalitions, creating emergent group-level organization that is critical for AI safety and alignment. However, observing agent behavior…
Towards Safe and Honest AI Agents with Neural Self-Other Overlap
Marc Carauleanu, Michael Vaiana, Judd Rosenblatt +2
As AI systems increasingly make critical decisions, deceptive AI poses a significant challenge to trust and safety. We present Self-Other Overlap (SOO) fine-tuning, a promising app…