Last year I built a webapp that uses AI to determine if a song in Spotify’s library is a cover. I built the app with Next.js and MySQL as a way to learn more about OpenAI’s API. The application works by first asking the AI model for its best determination of the cover status of the song, and then allows users of the app to vote on the correctness of the current determination – if enough users vote, they can override the AI. There were some interesting considerations when implementing this voting system, namely Cunningham’s Law, which suggests that users are far more likely to correct wrong information than they are to validate correct information, so the system was built accordingly.

You can check out the site here.