Source record

Published by arXiv cs.MA (T1 source). The original is at https://arxiv.org/abs/2607.21268.

Pipeline notes

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

Proposes a gated human-in-the-loop multi-agent architecture for AI-assisted economic theory development. Diagnostic gates flag failure modes and recommend loopbacks without certifying correctness; humans retain authority over irreversible decisions. Evaluated on five tasks, the gated design reduced mean failure severity and improved usefulness ratings versus an ungated baseline.

A concrete multi-agent workflow pattern for domains lacking automatic correctness signals, with a public repo and an honest empirical note on when scaffolding over-compresses an important mechanism.

Cited by

No citations on record.