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2 changes: 1 addition & 1 deletion experimental/memory-agent/README.md
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Expand Up @@ -24,7 +24,7 @@ the main agent and hands it a small View at every turn.
- On the same records, Jev separates gold evidence better than DeepSeek and gpt-4.1-mini and is 3–11× faster.

Details, baselines and caveats are in the paper, *Mnemon: Raw Records, Fast Judgments, Slow Thoughts*
([PDF](https://github.com/Grivn/mnemon-memory-agent/blob/master/docs/paper/main.pdf); arXiv link to follow).
([arXiv:2609.36059](https://arxiv.org/abs/2609.36059); [PDF](https://github.com/Grivn/mnemon-memory-agent/blob/master/docs/paper/main.pdf)).

## Status

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2 changes: 1 addition & 1 deletion experimental/memory-agent/README.zh-CN.md
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Expand Up @@ -18,7 +18,7 @@
- **LongMemEval-S 94.4%**:由 DeepSeek-V4.1-Flash 答题,与已公开的最好成绩持平。
- 在同一批记录上,Jev 区分关键证据的效果优于 DeepSeek 和 gpt-4.1-mini,速度快 3–11 倍。

细节、对比基线与注意事项见论文《Mnemon: Raw Records, Fast Judgments, Slow Thoughts》([PDF](https://github.com/Grivn/mnemon-memory-agent/blob/master/docs/paper/main.pdf);arXiv 链接稍后补充)。
细节、对比基线与注意事项见论文《Mnemon: Raw Records, Fast Judgments, Slow Thoughts》([arXiv:2609.36059](https://arxiv.org/abs/2609.36059);[PDF](https://github.com/Grivn/mnemon-memory-agent/blob/master/docs/paper/main.pdf))。

## 状态

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