Lessons learned from studying 4,000+ YC companies.

“For the analysis, I used an LLM to embed the companies’ value propositions in a vector space, ran a clustering algorithm on top of the embeddings, manually analyzed the results, and used ChatGPT to edit the draft. The conclusions are surprisingly elegant and powerful.” ~ learn more