Source record

Published by arXiv cs.MA (T1 source). The original is at https://arxiv.org/abs/2609.22235.

Pipeline notes

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

BizSage is a multi-agent framework for business and economics research. It merges section-level knowledge graphs into a Lateral Knowledge Graph and uses Personalized PageRank for fine-grained retrieval. Seven specialized agents operate under a Meta-Review self-evolution loop that converts evaluation failures into reusable strategies, topping metrics on a four-domain benchmark.

Worth a look for anyone building research-assistant agents: the section-level retrieval design and the evaluation-feedback-to-strategy loop are transferable patterns, not just benchmark wins.

Cited by

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