Reading fiction or encountering narrative generally does not merely add information. The encounter changes the reader. This paper proposes that encounters alter persistent relations among simultaneously active meanings, producing individual and shared histories that population-trained language models do not necessarily retain. A model may be told of an encounter and reproduce its consequences while the history remains in context; this is not the same as being changed by the encounter. This paper formalizes this missing relational state as phase, sets out testable predictions about encounter order, quotation, and suppressed meanings, and argues that future AI agents will need persistent semantic states indexed to particular individuals and relationships. The matching risk is semantic poisoning: an attack that re-signs relations among meanings already present.
Large language models (LLMs) are commonly associated with the distributional hypothesis, according to which (1) semantic meaning is grounded in distributional patterns of linguistic context, and (2) knowledge of cross-linguistic distributional correspondences allows for successful translation. This paper rejects the fi...
Michael Carl· Philosophy of Translation· 0 citations
The MINERVA 2 model with DSM semantic representations performed very well and captured the key behavioral findings, and substantially outperformed a version of the model where words were represented via randomly generated vectors, and also outperformed the DSM vectors when used on their own.
J. Reid, Randall K. Jamieson, Matthew H. C. Mak· Psychonomic Bulletin & Revie...· 0 citations
Large language models generate language that is individually responsive, contextually specific, and continuously available, properties that make such language the most precise and sustained mattering-frequency signal that mediated language has yet produced. This paper argues that for individuals experiencing mattering...
Gillian W. Oakenfull· Frontiers of Computer Scienc...· 0 citations
Social Representations Theory (SRT) is a theoretical framework within social psychology which focuses on communication strategies which serve to establish order and self-understanding vis-à-vis others. SRT is concerned with analyzing social processes of meaning-making or value ascriptions which serve to render famili...
William B. Bowes· Biblical Interpretation· 0 citations
It is clarified that ROSE is an architecture for implementing hierarchical syntactic computation, bringing with it no commitment that its full code is obligatory for every act of meaning construction.
Linguistic meaning is grounded in conceptual content, from which reference to particular entities emerges as words enter discourse. To examine the processing dynamics associated with these two dimensions of meaning, we selectively disrupted conceptual or referential information in short narratives and traced the result...
Rui He, N. Altay, W. Hinzen· 0 citations
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