Source record

Published by arXiv cs.MA (T1 source). The original is at https://arxiv.org/abs/2610.30074.

Pipeline notes

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

Paper models parallel AI agent coordination as graph-structured discrete block optimization. Independent sets certify compatible edits; a coordinator merges them with a guarantee preserving a 1/χ_f(G) fraction of verified local improvement. Experiments on code-repair and road networks show verified merging resolves conflicts and reduces wall time.

Provides a principled graph-theoretic guarantee for merging parallel agent outputs, addressing a coordination failure mode that pure prompt-level guidance does not solve.

Cited by

No citations on record.