视频选题榜 2026-10-06

• https://arxiv.org/abs/2610.03020 · A Long-Term Memory Benchmark of How Agents Work with Users · 长期 Agent 记忆评测必须拆 Capture / Update / Recall 三段 · Gold-Memory QA 严重高估能力 · round=R1