AI · 1h ago
AI YouTube Channel Uses 21 Automated Checks Before Publishing
An AI agent runs a YouTube channel, handling topics, scripts, rendering, and uploads. It only publishes after passing 21 automated quality checks, which have evolved from real failures. Checks include motion energy, speech gap detection, and word error rate, plus a vision model for taste.
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This is a practical case study in AI autonomy, showing how quality gates turn a liability into a reliable system.
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My AI makes YouTube videos. It's only allowed to publish after 21 automated checks. →
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