Carlculates

A 19-year-old Chinese student makes $7,400 a month from YouTube videos he never edits himself. His advantage was not the $20 Claude subscription. He found 12 small channels independently getting more than 300,000 views from the same lazy formats. Then he treated them like a dataset. Claude compared the titles, thumbnail promises, opening hooks, pacing and upload schedules. Thirty minutes later, it had turned the repeated patterns into 40 original video ideas. AI tools created the voiceovers, visuals and captions. CapCut packaged every Short inside the same production template. Then he started testing 20 to 30 uploads a day across multiple channels. Most of them failed. That was the system. Month one generated $430. By month three, the network reached $2,800. In month six, the same channels were producing more than $7,400 every month. Claude did not discover a magic viral video. It made being wrong cheap enough for YouTube to find the winners.