Review
2026
Are Production Cloud Skills Adequately Tested? Measuring and Governing Skill Test Coverage in Practice
Haotian Si, Junyi Chen, Shuyang Yu et al.
· arXiv.org · 0 citations
2 papers indexed here
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Preprint
Aug 2026
Self-Improving Large Language Models via Progressive Experience Evolution
Large language models (LLMs) capable of self-improvement require not only effective policy optimization, but also a principled mechanism for transforming transient interaction experience into persistent model capabilities. Existing self-improvement paradigms remain fragmented: test-time methods can explicitly extract e...
Shijie Ren, Xiting Wang, Meng Li et al.
· 0 citations