Source record

Published by arXiv cs.MA (T1 source). The original is at https://arxiv.org/abs/2608.19699.

Pipeline notes

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

Describes micro_biorobot_agent, an offline multi-agent system built on Qwen3.5-27B for high-level bio-robot design. It performs requirement analysis, module-specific retrieval, candidate assembly, conflict checking, local repair, independent review, and validation over a 23,762-record library. On two 50-query sets it scored 7.35 and 8.04, the highest among seven systems; source-tracking checks cut false-gap incidents from 15 to 3.

Concrete multi-agent architecture with quantified evaluation and a paired ablation that isolates which validation step most improved accuracy.

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