training ML model to code is a very interesting challenge. I am surprised by GPTs ability to code, given that it, as I understood it, has basically no tools at

training ML model to code is a very interesting challenge. I am surprised by GPTs ability to code, given that it, as I understood it, has basically no tools at the ready. I am convinced that it is way harder to code without debugging and other interactive features both for a human and for a machine. Keep in mind that GPT could not have learned to simulate the code internally given its fixed runtime. I think ML models need to learn how to interact with our tools (compiler, debugger etc.) to really be effective at coding. That's hard.