PANDA: A Decentralized Architecture with Flexible Orchestration for Scalable, Fault-Tolerant Multi-Agent Systems
4.00T1 sourcearXiv cs.MA
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.
SummaryPANDA 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.
Why it mattersConcrete 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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