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Beyond Tokens: Introducing Large Semiosis Models (LSMs) forGrounded Meaning in Artificial Intelligence

2025-04-22

Abstract excerpt

Large Language Models (LLMs) represent a significant leap in artificial intelligence, demon-strating remarkable capabilities in processing and generating human-like text. However, their op-erational paradigm, primarily based on statistical correlations between symbolic tokens (signifier-s/representamens), revealsfundamentallimitationsconcerninggenuineunderstandingandsemanticgrounding. This paper posits that semiot...

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Literature Corpus work
672246aa-68cb-52bb-a36f-c90ea60f3988
DOI
10.20944/preprints202504.1830.v1
Open publication

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Beyond Tokens: Introducing Large Semiosis Models (LSMs) forGrounded Meaning in Artificial IntelligenceDOI 10.20944/preprints202504.1830.v1
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