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📝 深度技术 arXiv AI 2026-08-04

AgentStream: How Well Do Self-Evolving LLM Agents Perform Under Streaming Tasks?

流式任务下自进化智能体表现如何？新基准AgentStream揭示性能边界与进化策略。

arXiv:2608.00155v1 Announce Type: new Abstract: Large language model (LLM) agents can self-evolve by continually improving from their own accumulated …

llm 智能体流式任务自进化基准评估

🤖 AI·大模型 arXiv AI 2026-06-29

DMV-Bench: Diagnosing Long-Horizon Multimodal Agents' Visual Memory with Incidental Cue Injection

多模态AI能记住多久？DMV-Bench新基准用偶然线索注入诊断视觉记忆缺陷，揭示智能体长周期任务漏洞。

arXiv:2606.27499v1 Announce Type: cross Abstract: Research on agent memory has matured rapidly, but almost entirely on the text side: few existing ben…

多模态ai 视觉记忆智能体基准长周期任务线索注入

📅 日期

2026-05-20 2026-05-19

🐂 牛哥精选

AgentStream: How Well Do Self-Evolving LLM Agents Perform Under Streaming Tasks?

DMV-Bench: Diagnosing Long-Horizon Multimodal Agents' Visual Memory with Incidental Cue Injection

📅 日期