Subject
5 entries
Y Combinator
Bookmarks
Ranking YC Companies with a Neural Net
Eric Jang trains a neural net to rank Y Combinator companies by prestige/success using only their names and descriptions — an experiment in whether language models encode meaningful startup quality signals. The results are surprisingly coherent.
Immunity Project: Using ML to Combat HIV
Immunity Project used machine learning on HIV genomics data to design a vaccine targeting the virus's conserved regions — accepted into Y Combinator as only the second nonprofit in its history. An early example of ML applied to high-stakes biology.
Always Be Closing: Y Combinator and The Art of the Pitch
Tim Ferriss's breakdown of Y Combinator's pitch methodology from Demo Day — what makes YC founders compelling presenters and how they structure the art of the two-minute company pitch. A practical look at how one of the most influential startup accelerators trains founders to sell.
Founders Beware: Accelerators Offer Upside, But Only If You're Ready
VentureBeat's warning to founders that accelerators like Y Combinator are net-positive only if the startup is already in the right position — not a place to figure out your idea or find your market. The hidden precondition most accelerator marketing omits.
PG on Finding Cofounders and Being a Strong Team
Garry Tan's excerpted notes from a TechCrunch interview with Paul Graham on finding cofounders and team dynamics — PG's view that the quality of a startup's founding team is the single most predictive variable of success. Quintessential YC doctrine from 2012.