agent/papers/items/2026-2602-03224-tame-a-trustworthy-test-time-evolution-of-agent-memory-with-systematic-benchmark.md

Paper: TAME: A Trustworthy Test-Time Evolution of Agent Memory with Systematic Benchmarking

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type: paper title: "TAME: A Trustworthy Test-Time Evolution of Agent Memory with Systematic Benchmarking" authors: Yu Cheng, Yongkang Hu, Jiuan Zhou, Yushuo Zhang, Yihang Chen, Huichi Zhou, Mingang Chen, Zhizhong Zhang, et al. year: 2026 venue: arXiv url: https://arxiv.org/abs/2602.03224 code_url: source: arxiv collected_at: 2026-07-08 published_at: 2026-02-03 updated_at: 2026-06-06 status: queued relevance: high topics:

• agent-evaluation
• agent-safety
• computer-use
• memory
• reasoning methods:

benchmarks:

models:

datasets:

• cs.AI
• cs.LG related_concepts:

related_jobs:

related_experiments:

related_projects:

collection_score: 17 collection_queries: agent-safety

One-line Takeaway

Auto-collected from arXiv because it matched the Agent collection queries. Needs human skim.

Why Collected

• matched queries: agent-safety
• inferred topics: agent-evaluation, agent-safety, computer-use, memory, reasoning
• arXiv categories: cs.AI, cs.LG
• collection score: 17

Review Checklist

• Does this paper directly inform Agent architecture, evaluation, memory, tools, safety, coding agents, GUI/browser agents, or multi-agent workflows?
• Does it include a benchmark, dataset, code, or reproducible experimental setup?
• Should it be promoted from queued to skimmed or summarized?

Links

• arXiv: https://arxiv.org/abs/2602.03224