I don't think that's the parents implication.

Generally, when a "good" developer has a huge public presence and reputation, that's quite valuable to a company when they're competing in a tough space. Many a time, more so than the (very high) technical skill of the developer in question.

I've seen large funded companies gather good popular developers like pokemon cards and just have them go around give talks and write blog posts. It creates an aura around them which makes things like hiring, fund raising etc. much easier.

So, it's not really a statement about Karpathy himself. It's more about the company hiring him.

> That implies Karpathy is either dumb or desperate

This kind of thing happens to big names in software all the time. Carmack going to Facebook is a prime example - he joined with the idea of using all those resources to build world-changing tech, and instead he ended up headlining conferences, and fighting a losing battle against the corporate types who were put in charge of Oculus.

No it doesn’t? It matches his skills to the lab’s needs. Karpathy is a media personality, manager, and educator far more than he is a hands-on researcher.

He already stated his motivation a few months ago in an interview with Dwarkesh - basically saying that he might join one of the big labs, for a while, to keep in touch with frontier research.

Andrej seems like a great guy, but him joining Anthropic feels a bit like a transactional relationship (rich old guy marries hot young chick). Anthropic get a "glorified marketer", and he gets a front row seat at SOTA LLM dev 2026. I don't think they hired him expecting he's going to change the direction/pace of their research.

> That implies Karpathy is either dumb or desperate and he is neither of those by a long shot.

No it implies that he is more valuable for being famous than the hands-on work he can produce. This is the IC endgame

I don’t think it does. I think it’s better phrased that he is marketing rather than a marketer. He can do whatever he wants to do, in return Anthropic gets to say “hey, this guy works with us!”

I don't know anything about this person, but want to point out that renown and validation is something that most (all?) humans crave. That doesn't make them dumb or desperate, it makes them normal.

> https://gist.github.com/karpathy/442a6bf555914893e9891c11519...

Last thing I saw Karpathy talk about was this, which I find hard to believe that it came from a smart person.

CEOs also get paid millions and billions to do nothing. Sooooo...

"Improve yourself, no mistakes" in a loop. Woooah sooo revolutionary...

Being a singular influencer in this space, at this time, may be more valuable than a lot of successful VC-backed startups over the last few decades.

Andrej is a smart guy. You don't get into Stanford for grad school without that.

But he has always been known for his communication rather than his research. He got famous by putting out a (very well made) course on machine learning that was available to the public. Since graduating he hasn't exactly delivered on revolutionary new stuff at the businesses that employed him but he has continued to be extremely good at communicating thoughts about the current and future state of AI. Businesses want that and he knows that he can deliver that.

i mean he did publicly openly solicit interest to work at a frontier lab so he can be closer to what's going on https://www.youtube.com/watch?v=kwSVtQ7dziU&t=2870s

he's not dumb or desperate compared to the average person, but it's very possible to be dumb and desperate compared to the delusional promises and outsized amounts of money in the industry. Manages to make smart people look extremely stupid every day.

Greedy is enough. Neither dumb nor desperate needed for this.

Anyone who would voluntarily work for Musk when he went obviously has things going on that aren't great.