Practical workflow

Reviewing a Video or Context Claim

Separate what the footage actually shows from what the caption or claimed context adds to it.

A short clip is paired with a strong caption that claims more than the footage clearly shows.

Sources to keep open alongside this workflow

LLM and Tool Guide

This guide organizes tool choice around the task: breaking a claim down, reviewing documents, tracing an archived page, or supporting image and video checks.

Verification Workflows

Four short workflows for common cases: a textual claim, a suspicious image, a clip with unclear context, and a document set that needs structure and checking.