README.md

Remove bad tweets using Arc and AI

An Arc Boost that removes bad tweets using AI. See the original post.

I wrote this in an hour so don't get too excited, but some people asked me to share the code. I hope that we can make this boost better together. Or that this will at least teach you how to create your own LLM-based boost! Contributions are very welcome.

Set up

1. Create a new Arc Boost using the "Replace" template
2. Swap out the template's content.js for this repo's content.js
3. Add your own OpenAPI key

Limitations and bugs

• GPT turbo isn't always smart enough and frequently misclassifies tweets (e.g. labels any tweet about AI as 'bad')
  • An easy solution is using GPT-4 but that could require modifications to the prompt for the best results
• It doesn't know about a tweet's images, author, etc.
• I haven't done the math on how expensive this would be to run constantly :)