#editorial workflow
2 total
Guides
6 minWorld-State Consistency for Multi-Author Knowledge Bases
The deadliest failure in a multi-author, AI-assisted knowledge base is contradictory facts. GPTMap's world-state pattern: a dated shared-facts snapshot, three-step change propagation, and build-time consistency assertions.
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7 minSource Verification and Review-Until-Clean: A Fact-Checking Workflow for AI Content
The costliest failure in AI-assisted content is the factual error. GPTMap's workflow: three writing rules plus a five-step review loop, with a real verification case from a launch announcement.
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