Build a review app for redacting interview transcripts
Every's team built an app with AI to let editors, OpenAI and their agents mark, flag and contest redactions in interview transcripts for its story "How Codex Happened."
Done with Other
What they did
Every's team needed to remove sensitive material from interviews before publishing them. Jack Cheng built an app with AI where editors marked passages and previewed what OpenAI would see. OpenAI flagged sensitive information, and editors approved or contested those redactions.
How it went
Every says the app supported people and their agents throughout the process. They found AI let them build a tool shaped around one story's needs.
Try it yourself
Help me build a simple web app for reviewing redactions in a set of [interview transcripts]. Let me highlight passages to remove and preview the redacted version. Let a second reviewer flag extra sensitive passages, and let me approve or contest each flag with a comment. Keep a log of every decision. Show me your plan and a first draft before building the full app, and do not share or publish any transcript.Swap the highlighted [parts] for your own details.
Source: X · @every · Oct 19, 2026
Written with AI assistance from the original post and checked against our editorial guidelines. Results are as reported by the source, not independently verified. Spotted a mistake? Tell us.
