AINeutralarXiv – CS AI · 10h ago6/10
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Lexical Consensus: Grounded Word Learning and Shared Meaning in Artificial Agents
Researchers introduce Lexical Consensus, a framework testing whether AI agents can learn and stabilize new word meanings from visual experience. Results show a perceptual-coherence gradient where learning success depends on visual similarity rather than semantic relatedness, revealing fundamental constraints on how frozen neural representations enable or limit language acquisition.