Source record

Published by arXiv cs.MA (T1 source). The original is at https://arxiv.org/abs/2610.35929.

Pipeline notes

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

SCOPE is a multi-agent system that profiles news outlets for bias, factuality, and credibility. It divides work among agents for article retrieval, content analysis, external evidence search, scoring, and reporting, with inspectable intermediate outputs. The preprint reports benchmark results on 200 outlets and links code and a demo.

The paper provides a concrete decomposition, benchmark, code, and inspectable interface useful for designing evidence-grounded agents whose intermediate claims and tool calls can be reviewed.

Cited by

No citations on record.