Synapse: Federated Tool Routing via Typed Compendium Artifacts 事件

Synapse: Federated Tool Routing via Typed Compendium Artifacts arXiv:2602.00911v2 Announce Type: replace Abstract: The unit of collaboration in federated learning determines what guarantees are even expressible. Flat units like weights, prompts, raw examples, carry no type signature on which privacy, conflict resolution, or cross-model transfer can dispatch as well-defined operations. We propose typed federated artifacts: schema validated objects whose declared field structure makes per field d