reasoning could be a good Contender what is the estimated code that's being written by llms in the current Badger this is pretty crazy so we we explicitly asked this question what percent of your codebase do you estimate is AI generated the way I interpret the question is like like of the actual characters in your code base not including any libraries that you imported like how percentage of like the characters were like typed by human hands versus like emitted by an llm and the crazy thing is one quarter of the founders said that more than 95% % of their code base was AI generated wow which is like an insane statistic and it's not like we funded a bunch of non-technical Founders like every one of these people is like highly tactical completely capable of building their own product from scratch a year ago they would have built their own product from scratch but now 95% of it is built by an AI except for you know maybe it sounds like we have one or two examples of people who um they're so young that they learned to code in the last two years so they actually don't know a world where cursor didn't exist yeah this is um one of my best companies this batch actually is exactly this the founders are extremely techical minds but they're not classically trained in computer science and programming and they are incredibly productive and able to produce just a ton of like really amazing product and AI is writing almost the entire thing it kind of makes me think a lot of uh the discourse around sort of J these are the first digital native that grew up with the internet this is like the generation that grew up with Native AI coding tools that they skip the classical training of a software engineer and they just do it with with the Vibes but they are actually very technical minded I mean they have degrees in math and physics physics yeah so they they they have that raw let's call it more like system thinking type of mind that you still need maybe we should talk a bit about