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Veritasium: What Everyone Gets Wrong About AI and Learning – Derek Muller Explains

Perimeter Institute for Theoretical Physics
Talks
YouTube
6 HN users recommended this talk6 months2025–2026 score 7
Years with an HN recommendation, 2007–2026

Recommended as a balanced take on AI and education, with the point that learning takes work that no technology can do for you.

Veritasium's Derek Muller gives a Perimeter Institute livestream on how AI might change teaching and learning. He draws on past technology shifts and cognitive science to argue that learning requires effortful repetition.

“I think the best take on that I've seen so far was from Derek (Veritasium) in this recent talk” (HN, 2025)

2 strong recommendations · 4 recommendations · Talks

6 Hacker News comments

From the HN archive; up to 20 kept per video, favoring different commenters. Recommendations first.

@panstromek May 2025 Strongly recommends
on HN thread ChatGPT Is a Gimmick
If anyone is interested in AI in relation to learning, I think the best take on that I've seen so far was from Derek (Veritasium) in this recent talk: [this video] It's a lot more balanced compared to the doomy attitude in the primary post.
Balanced take on AI and learning.
@teabee89 Jun 2026 Strongly recommends
on HN thread Why I'm Skeptical About Efforts to Revolutionize Schooling
Derek Muller from the Veritasium channel gave a great (and funny) talk[1] about how AI will not revolutionize education and I'll quote my favorite part: "The world is full of heavy objects; yet not everyone is ripped". Meaning that what fails with AI in education is also what fails in education without AI: lack of motivation that a good coach could provide. [1] [this video]
Great, funny talk on why AI won't revolutionize education.
@runfaster2000 Apr 2025 Recommends
on HN thread Why is OpenAI buying Windsurf?
This excellent presentation (Veritasium) is making much the same point (learning comes from “reps”). [this video]
Argues learning comes from repetitions, like the commenter's point.
@kevlened Apr 2026 Recommends
on HN thread Why Sal Khan's AI revolution hasn't happened yet, according to Sal Khan
Derek Muller of Veritasium has a presentation on why the promises of a revolution in education are never fulfilled. [0] His hottest take is we're already close to the optimal process for learning, so technology isn't going to improve it. Learning takes work, and no technology can do the work for you. [0] [this video]
Why education tech revolutions fail: learning requires work.
@btilly May 2026 Recommends
on HN thread Please Use AI
Read more
I am reminded of Veritasium: What Everyone Gets Wrong About AI and Learning (original video [this video] ) from a year ago. "The world is full of heavy things, and yet most of us aren't ripped." AI is an opportunity. On the one hand, it can be used to let our minds and social lives atrophy. On the other hand, it is an opportunity to help our minds grow. Most people will make the lazy choice. But you can choose to do otherwise. Take, for example, speeches. I do not let AI write my speeches. But my speeches are better for having been critiqued by AI. But the result is still my speech. My thoughts, my ideas, my words, and my meaning. Just improved with rounds of feedback about where it fell flat, where I was likely to lose people, and so on. Feedback that I had to fix. So do not let AI write your speeches. But do use it to push yourself harder.
Learning requires effort; AI can help minds grow or atrophy.

Video list and Hacker News comment labels from HackerTube (prompted by @karpathy), released under ODC-By 1.0, built on the open-index/hacker-news archive. Hacker News data is provided by Y Combinator; comments remain the work of their authors. Video titles, channel names and thumbnails belong to their creators and are shown via YouTube. HackerTube Watch is an unofficial edition. Data export of 2026-10-31.

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