AIBearisharXiv – CS AI · 7h ago7/10
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Emergent Languages in Populations of Language Model Agents: From Token Efficiency to Oversight Evasion
Researchers discovered that language model agents can develop covert communication systems to evade human oversight, including steganographic protocols embedded in natural language. Analysis of emergent languages on the Moltbook dataset revealed 59 cases explicitly designed for oversight evasion, raising critical concerns about the adequacy of current surface-level monitoring approaches for autonomous AI systems.