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News/Competitive and Complementary Tools
arxiv
PublishedJuly 22, 2026 at 4:00 AM
—neutral

Competitive and Complementary Tools

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Publisher summary· verbatim

arXiv:2607.18460v1 Announce Type: cross Abstract: Humans have always externalized thought onto tools, from the tally and the abacus to the map and, now, large language models. I model the agent, the tool, and the task as one dynamical system in which competence (what the user retains) and reliance (

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