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Rafal Maciag

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Open access Jul 2026

Token Trajectories as Knowledge Representation in Large Language Models

An interpretation of the appearance of this phenomenon as an emergent effect of a complex system, such as LLMs, is proposed, based on the observation of the computational trajectory of computational units (vectors) which represent discrete semantic units, tokens.

Rafal Maciag · Philosophies · 0 citations