Read a paper: Teaching Large Language Models to Self-Debug

[ukaszsi]

I was looking for some high-level explanation what is this text about, thanks for that, very useful!

[vekmogo]

I appreciate your videos, very interesting!

[oriole]

What is the utility of doing this via the API to begin with? Just to fast-track towards having functional code? I would argue that the "problems" with LLM code aren't limited to running/not running, but also to choosing inefficient approaches, deprecated libraries, poor ability to generate efficient "systems" for performing a task etc. At least anecdotally I've found that its most practical application is creating boilerplate code for specific functions, where often it saves you from having to look for documentation for more trivial elements, saving you time and letting you focus on the primary purpose of the code, but this assumes that you have enough familiarity with whatever you're doing to critically analyze the code it generated to catch problems. Thank you for your videos!