This approach can be viewed as a memory plug-in for large models, providing a fresh perspective and direction for solving the long-term memory problem. In today's era of exploding Agent ecosystems, ...

For all their superhuman power, today’s AI models suffer from a surprisingly human flaw: They forget. Give an AI assistant a sprawling conversation, a multi-step reasoning task or a project spanning ...

As AI agents move beyond one-off conversations toward longer-term interaction and collaboration, a new question is emerging: Can AI really learn from what it has done before?

Agent memory remains a problem that enterprises want to fix, as agents forget some instructions or conversations the longer they run. Anthropic believes it has solved this issue for its Claude Agent ...

Memory chip companies will have no problem selling everything they can make for a while. The biggest risk now is that their largest customers start getting creative. Micron’s fiscal third-quarter ...

If OpenClaw seems to forget prior work, user preferences, or project details, the issue is usually tied to how memory is stored and retrieved rather than the model simply being unreliable. In most ...