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Zhendong Mao

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Jul 2026

Keep It InMind: Benchmarking the Implicit-Association Blind Spot in Agent Memory

This work introduces InMind, a 125-task, expert-verified benchmark spanning ten life domains, with 113 tasks grounded in citable public sources, and calls this failure mode the implicit-association blind spot, and introduces a minimal diagnostic probe that keeps memory visible before the query arrives recovers most of the gap.

Ruizhe Li, Mingxuan Du, Benfeng Xu et al. · 0 citations

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