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cs.AI2026
Detecting Covert Collusion between AI Agents through Partner-Outsider Positive Listening
Kevin Yandoka Denamganaï
AI agents that share a secret convention can coordinate through messages that look innocent, so a monitor that reads only the messages can miss them. We propose a behavioural test:…
cs.CL2026
On Compositional Learning Behaviours in Formal Mathematics
Kevin Yandoka Denamganaï
Self-evolving scientific agents capable of conquering the hard tail of formal mathematics require Compositional Learning Behaviours (CLBs) -- the capacity to ground and recombine n…
cs.CL2026
Language Model Inversion through End-to-End Differentiation
Kevin Yandoka Denamganaï, Kartic Subr
Despite emerging research on Language Models (LM), few approaches analyse the invertibility of LMs. That is, given a LM and a desirable target output sequence of tokens, determinin…