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FedSkillGit lets clients change one agent skill and keep data local

The authors report a result at most 22% more than other methods, and no group made a test.

Claimed, not confirmed

In FedSkillGit, each client sends small patches and a record of its work through a filter. The server adds the patches to one skill. The server releases it only if client results are more. For a leader, agents can get new skill without a move of data.

Sources

  1. FedSkillGit: Federated Skill Evolution via Version Controlarxiv.org
AI MATTER · NEWS · AI MATTER · NEWS ·17 OCT2026

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