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#artificial intelligence Preprint Oct 2026

DyadMem: A Long-Term Memory Benchmark of How Agents Work with Users

Long-term agents must remember not only what is true about a user, but also how a particular agent should work with that user as their shared history evolves. Existing benchmarks primarily supervise user facts and preferences or experience reusable across users, leaving this relationship-specific agent memory implicit....

Yi-Fei Tao, Xin-Yue Zhong, Henry Hengyuan Zhao et al. · 0 citations
Jul 2026

[Construction of an artificial intelligence-enabled closed-loop teaching model for Microbiology Experiments].

This model is expected to overcome the limitations of conventional teaching methods, such as heavy reliance on equipment, safety concerns, and a lack of individualized guidance, thereby offering theoretical support and a practical paradigm for the intelligent transformation of microbiology laboratory teaching.

Wei Guo, Jingwei Wang, Linshuang Guan et al. · 0 citations

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