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#tool-routing News & Analysis

2 articles tagged with #tool-routing. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles
AINeutralarXiv – CS AI · Jun 56/10
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Synapse: Federated Tool Routing via Typed Compendium Artifacts

Researchers introduce Synapse, a federated learning framework using typed artifacts that enables heterogeneous language models to collaborate without sharing weights or data. The system enables cross-architectural model transfer with minimal performance loss while maintaining formal privacy guarantees and schema-aware merging capabilities.

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AIBullisharXiv – CS AI · Mar 36/1012
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Graph-Based Self-Healing Tool Routing for Cost-Efficient LLM Agents

Researchers developed Self-Healing Router, a fault-tolerant system for LLM agents that reduces control-plane LLM calls by 93% while maintaining correctness. The system uses graph-based routing with automatic recovery mechanisms, treating agent decisions as routing problems rather than reasoning tasks.

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