Automation
A Publication Gate for AI-Written Articles: Score It, Revise It, Then Let a Human Press Publish
A three-layer quality gate for AI-generated articles: deterministic checks, a rubric-based LLM judge, brief-grounding verification, bounded revision, and final human approval. With real numbers from the gate's first run, which this very article failed at 5.0/10.
Jul 13, 2026
13 min read