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04:00
2026-08-11
machinebrief.com
artificial-intelligence

Persistent Semantic Entities in Tool-Augmented LLM Systems

A new arXiv study (2608.07952v1) formalizes Persistent Semantic Entities (PSEs) in tool-augmented LLM agents, finding that all 24 tested models from 11 families (1.5B–1T parameters) are susceptible to…

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