Source record

Published by arXiv cs.MA (T1 source). The original is at https://arxiv.org/abs/2609.38482.

Pipeline notes

The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.

PANDA is a decentralized multi-agent architecture for LLM-based systems that lets heterogeneous agents self-organize into specialized teams, scales to thousands of agents, and supports star, chain, and mesh orchestration patterns selectable per task. It uses a web-of-trust model for governance and recovers from failures via dynamic replanning.

Concrete architecture choices — decoupled collective/team communication, selectable orchestration patterns, web-of-trust governance — with measured scaling and fault-recovery results on HotPotQA. Useful reference for multi-agent system builders.

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