**Evaluating Long-Term Memory for AI Agents: AML Cycle 2 Is Now Open**

> Agent Memory Challenge 2026 Cycle 2 is now open. Long-term memory is not just about storing more history. It is about retrieving the right evidence, recognizing what has changed, and avoiding stale context when an agent needs to act. Three tracks: Textual · Coding · Multimodal Open-source Me… Agent Memory Leaderboard @AgentMemoryL Agent Memory Challenge 2026 Cycle 2 is now open. Long-term memory is not just about sto...

**来源信息**
- **来源**：Hacker News：AI 热帖
- **分类**：论文
- **发布时间**：2026-09-21 14:24（北京时间）
- **原文**：[打开原文](https://twitter.com/AgentMemoryL/status/2101515447816663222)