FailedContent pipelines
Mass-produce personal finance explainers with an AI engine
Tools: CNET internal AI engine
Setup, access, approval gate, failure notes
- Setup / prompt
- AI drafts SEO explainers; editors review before publish.
- Access required
- CMS publishing
- HITL checkpoint
- Editor review existed but missed errors
- Outcome & failure notes
- After outside reporting, CNET's audit corrected 41 of 77 AI-written stories (factual errors, plagiarism-like phrasing). It paused the program and rewrote its AI policy. 'Human reviewed' is not a gate if reviewers skim.
- Evidence type
- News reporting + publisher audit
Source: The Verge · 2023-01-25 · Checked 2026-10-19