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cs.CL2026
Lexical Consensus: Grounded Word Learning and Shared Meaning in Artificial Agents
Patricio M. Vera
Artificial intelligence systems are commonly evaluated through task performance and behavioral imitation, but such evaluations leave open whether an artificial agent can acquire, s…
cs.CL2026
Intention Collapse: Intention-Level Metrics for Reasoning in Language Models
Patricio Vera
Language generation maps a rich, high-dimensional internal state to a single token sequence. We study this many-to-one mapping through the lens of intention collapse: the projectio…