Callum-Luis Kindred

Introduction This blogpost summarises the findings of my (lite) systematic literature review of Schelling coordination in LLMs that I undertook as part of the Apart Research Fellowship. If LLMs can identify and exploit Schelling points, they might coordinate without leaving observable traces of communication. This matters for AI safety because...

Author's Note: This work originated as a team project during the Apart Research AI Control Hackathon, where my teammates did the majority of the foundational work. I've continued developing these ideas as part of the Apart Lab Studio program, but the core insights and initial implementation were primarily their contributions....