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Andrej Karpathy quote, Dec 19, 2025

Founder, Eureka Labs · Dec 19, 2025 · Post, 2025 LLM Year in Review

LLMs are emerging as a new kind of intelligence, simultaneously a lot smarter than I expected and a lot dumber than I expected.

Primary source

Words found on the source page on Sep 25, 2026.

More from Andrej Karpathy

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And I've vibe coded entire ephemeral apps just to find a single bug because why not - code is suddenly free, ephemeral, malleable, discardable after single use. Vibe coding will terraform software and alter job descriptions.Dec 19, 2025· Post
Anthropic got this order of precedence correct and packaged CC into a delightful, minimal CLI form factor that changed what AI looks like - it's not just a website you go to like Google, it's a little spirit/ghost that "lives" on your computer.Dec 19, 2025· Post
Training on the test set is a new art form. What does it look like to crush all the benchmarks but still not get AGI?Dec 19, 2025· Post
We're not "evolving/growing animals", we are "summoning ghosts".Dec 19, 2025· Post
Software 1.0 easily automates what you can specify. Software 2.0 easily automates what you can verify.Nov 17, 2025· Post
The more a task/job is verifiable, the more amenable it is to automation in the new programming paradigm.Nov 17, 2025· Post
I do, but it’s business as usual because we’re in an intelligence explosion already and have been for decades.Oct 17, 2025· Interview
If you talk to a billion parameter model, I think in 20 years, you can have a very productive conversation.Oct 17, 2025· Interview
In my mind, education is the very difficult technical process of building ramps to knowledge.Oct 17, 2025· Interview
In my mind, this is more accurately described as the decade of agents.Oct 17, 2025· Interview
Reinforcement learning is a lot worse than I think the average person thinks.Oct 17, 2025· Interview
The reason you don’t do it today is because they just don’t work.Oct 17, 2025· Interview
The way I like to put it is you’re sucking supervision through a straw.Oct 17, 2025· Interview
We’re building ghosts or spirits or whatever people want to call it, because we’re not doing training by evolution. We’re doing training by imitation of humans and the data that they’ve put on the Internet.Oct 17, 2025· Interview
What takes the long amount of time and the way to think about it is that it’s a march of nines.Oct 17, 2025· Interview
As far as I can tell, the average person has never experienced a technological unlock this dramatic, this fast.Apr 7, 2025· Post
Mary, Jim and Joes are experiencing the majority of the benefit, not Google or the government of the United States.Apr 7, 2025· Post
So it strikes me as quite unique and remarkable that LLMs display a dramatic reversal of this pattern - they generate disproportionate benefit for regular people, while their impact is a lot more muted and lagging in corporations and governments.Apr 7, 2025· Post

On the same topics

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And actually the models today are far beyond what was possible even six months ago.Noam BrownSep 17, 2026· Interview
It’s time to plan for this, because AI systems are likely to get better a lot faster than people expect, and as they become more advanced we should expect profound changes to happen to people and to society.Jack ClarkMay 26, 2026· Keynote
When I look at the graph, I feel a sense of vertigo, because I know a little bit about what underlies this graph.Jack ClarkMay 26, 2026· Keynote
My personal takeaway from the last several years, and take on why there has been so much Shakespearean drama between the companies in our field, comes down to this: “Once you see AGI you can’t unsee it.”Sam AltmanApr 10, 2026· Post
The only solution I can come up with is to orient towards sharing the technology with people broadly, and for no one to have the ring.Sam AltmanApr 10, 2026· Post
And at this point we have line of sight to much better models that are coming this year, and the amount of pain within OpenAI that we’ve had to decide how to allocate compute goes up, not down, over time.Greg BrockmanApr 7, 2026· Interview
About this quote
Said by
Andrej Karpathy, Founder, Eureka Labs
Where
2025 LLM Year in Review
Topics
AGI
Company
Eureka Labs
Source
karpathy.bearblog.dev/year-in-review-2025/

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