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It doesn't code like human so you would expect it to be better at some kinds of tasks. It brute forces the problems by generating a million solutions and then t
by Jensson 3y ago
It doesn't code like human so you would expect it to be better at some kinds of tasks. It brute forces the problems by generating a million solutions and then tries to trim that down, a few problems might be vulnerable to that style of approach.
- raincole 3y agoAre you sure? "brute forces the problems by generating a million solutions and then tries to trim that down" isn't how I would describe the way a LLM works.
- paufernandez 3y agoThe original AlphaCode paper in Nature explains the approach, they generate many potential solutions with the LLM and do a lot of processing after to select candidates. Here's where the probabilistic nature of LLMs hurts, I think.
- derac 3y agoThat is how it works, read the paper.