Source record

Published by arXiv cs.HC (T1 source). The original is at https://arxiv.org/abs/2607.09822.

Pipeline notes

The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.

Paper studies whether a three-layer personal visual memory (profile, short-term focus, observations) conditions an LLM's tool-calling under image-only input. On 800 images with synthetic memory blocks, removing the full memory reduces tool-query relevance by 11.2% and utility by 9.7%.

Concrete ablation numbers on a specific agent design pattern, though evaluation relies on synthetic memory rather than live user data, limiting immediate transferability.

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