Bifalgorithm post

One of the best projects you can add to your resume is recreating the results of a research paper and here's exactly how you can do this. First, you want to pick a research paper you want to understand. For me, I'm going with one of the biggest ones in AI. Then you open up cloud, drop in the PDF and ask it to recreate the results with a prompt similar to this one. Cloud reads the paper and builds up the entire thing, including the attention mechanism, the encoder and the entire training loop. And the important part is to actually read it through afterwards. Go line by line and ask Claude why every piece is there, why we scale dot products, why we need positional encodings and what having multiple heads actually does. So pick a paper you're actually interested in, drop it into Claude and go recreate it.

One of the best projects you can add to your resume is recreating the results of a research paper and here's exactly how you can do this. First, you want to pi…