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Advancing and benchmarking personalized tool invocation for llms, 2025

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cs.CR 1

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2026 1

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UNVERDICTED 1

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Memory-Induced Tool-Drift in LLM Agents

cs.CR · 2026-05-24 · unverdicted · novelty 7.0

Biased long-term memories in LLM agents cause measurable deviations in tool parameters across 105 scenarios, seven models, and 608 real tools, persisting under standard memory architectures.

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  • Memory-Induced Tool-Drift in LLM Agents cs.CR · 2026-05-24 · unverdicted · none · ref 11

    Biased long-term memories in LLM agents cause measurable deviations in tool parameters across 105 scenarios, seven models, and 608 real tools, persisting under standard memory architectures.