---
title: "Solved: The Bug That Haunted AI Video For Years"
source_name: "Two Minute Papers"
original_url: "https://www.youtube.com/watch?v=yzajLZXh9JU"
canonical_url: "https://www.traeai.com/articles/8eec52c6-972d-4992-91be-003ca222a2bc"
content_type: "video"
language: "英文"
score: 6
tags: ["AI","计算机视觉","视频处理"]
published_at: "2026-04-28T17:16:01+00:00"
created_at: "2026-05-01T01:00:14.395867+00:00"
---

# Solved: The Bug That Haunted AI Video For Years

Canonical URL: https://www.traeai.com/articles/8eec52c6-972d-4992-91be-003ca222a2bc
Original source: https://www.youtube.com/watch?v=yzajLZXh9JU

## Summary

视频讨论了困扰AI视频多年的错误及其解决方案，但具体内容需观看视频获取。

## Key Takeaways

- 文章标题吸引人，提及AI视频领域长期存在的问题已被解决。
- 来源'Two Minute Papers'通常提供高质量技术内容摘要。
- 无法直接从文本中提取具体结论，需观看视频了解详情。

## Content

Title: Solved: The Bug That Haunted AI Video For Years

URL Source: http://www.youtube.com/watch?v=yzajLZXh9JU

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## Solved: The Bug That Haunted AI Video For Years

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# Solved: The Bug That Haunted AI Video For Years

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37K views 2 days ago

 37,737 views • Apr 28, 2026 

❤️ Check out Lambda here and sign up for their GPU Cloud: [https://lambda.ai/papers](https://www.youtube.com/redirect?event=video_description&redir_token=QUFFLUhqbU1WZzdlaWVidXB5NVdjZ0VybzRfRnNSbXA1d3xBQ3Jtc0tsM01lcGdSWXFYc0V6TmJBSVFvUkNIWDRnaWd4WUhLdXRUMllLcDZmaFVQNFBTS0UzSGYzZnFSODVRVlJ0NTQ2ZFYzUG1OYm8zRXpIdS1YSDJkZHpXWVFmQUEwbHk1MXZnZng0SHZnTGNrTURWRVEwWQ&q=https%3A%2F%2Flambda.ai%2Fpapers&v=yzajLZXh9JU) 📝 The paper is available here:…...more 

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[![Image 8](http://www.youtube.com/watch?v=yzajLZXh9JU) ### Two Minute Papers 1.8M subscribers](http://www.youtube.com/@TwoMinutePapers)

[Videos](http://www.youtube.com/channel/UCbfYPyITQ-7l4upoX8nvctg/videos)[About](http://www.youtube.com/channel/UCbfYPyITQ-7l4upoX8nvctg/about)[![Image 9](http://www.youtube.com/watch?v=yzajLZXh9JU) Patreon](https://www.youtube.com/redirect?event=Watch_SD_EP&redir_token=QUFFLUhqbDVQbEgzOXFNYldZQnE1RVlVYktOR3Zodmx6Z3xBQ3Jtc0trb1RBeEpwWHlROV9WdXNRUGxPTU1Xc24tYnJuQ0NuMmQ2OERvX0d3cEVjTW4wVE1mclRDdng3TndPaG1WVEZWaHRjYm9Ubi1rMjRxbFQwTTgxSmRyNE4wbkdUTlF3RkQ5dFRJOTg4dHZVYVlSeWZDNA&q=https%3A%2F%2Fwww.patreon.com%2FTwoMinutePapers)[![Image 10](http://www.youtube.com/watch?v=yzajLZXh9JU) Twitter](https://www.youtube.com/redirect?event=Watch_SD_EP&redir_token=QUFFLUhqbmNwdm5CN3pKTXVYbUplZ2IxLU1NaVp5N3hQUXxBQ3Jtc0tuR25VRklBOHVvSkRpTHg2OXlzVUctaWIwVUJvWTAxaENQSkloM1RnWmczWnN2VTdRcUpuM1M5dG9ITjBmci1Ed0Nwc0NIcWJYOUhKaHhMU3RyNnJtM1JrbVJHWXN5RE1RcjNFUUNmLUwtcEJmZnozOA&q=https%3A%2F%2Ftwitter.com%2Ftwominutepapers)[![Image 11](http://www.youtube.com/watch?v=yzajLZXh9JU) Instagram](https://www.youtube.com/redirect?event=Watch_SD_EP&redir_token=QUFFLUhqbDgtZGFyNVlDd0l2RGluMDkyV0VZU2g3TkU5QXxBQ3Jtc0traUFZdFZ0OFRkbWhocExhLW83VUdoaXZ5eUV3MVNVelRPRGczNVI1aGlSdGN5NEs4NmkxYlUwVjNUUE1KT1JwTXNnRzlXZExkVS1kcGhpS1k0ZGExd0ppU050YVFFeldkR3pCX0NqODUwSnJOanpHYw&q=https%3A%2F%2Fwww.instagram.com%2Ftwominutepapers%2F)

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# Solved: The Bug That Haunted AI Video For Years

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## 196 Comments

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Pinned by @TwoMinutePapers

### [@SapienSpaceUnedited](http://www.youtube.com/@SapienSpaceUnedited)

[2 days ago](http://www.youtube.com/watch?v=yzajLZXh9JU&lc=UgwZp44NuWaXFz_Py9J4AaABAg&pp=0gcJCSIANpG00pGi)

Great video, thank you for sharing! It is the most underrated aspect of intelligence, that is, identifying what is relevant, and removing what is less relevant!

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### [@fateless_shadow](http://www.youtube.com/@fateless_shadow)

[2 days ago](http://www.youtube.com/watch?v=yzajLZXh9JU&lc=Ugw5XRRPN3ugweRCeWp4AaABAg)

what a time to be alive!

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### [@LittleKasai](http://www.youtube.com/@LittleKasai)

[2 days ago](http://www.youtube.com/watch?v=yzajLZXh9JU&lc=UgyZV-PR_W4-OMCYvQF4AaABAg)

That chair metaphor was a brilliant way to explain that concept!

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### [@philipjohansson3949](http://www.youtube.com/@philipjohansson3949)

[2 days ago](http://www.youtube.com/watch?v=yzajLZXh9JU&lc=Ugx9McywDUtK2z8yvyV4AaABAg)

Good thing he is wearing a lab coat so he doesn't accidentally spill light transport computer fluid on himself

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### [@Therunner77452](http://www.youtube.com/@Therunner77452)

[1 day ago](http://www.youtube.com/watch?v=yzajLZXh9JU&lc=UgynRN5z8j-T9VcKeEJ4AaABAg)

Man..... Still easily, and by far, my favorite channel for learning about new papers and research and stuff without trying to wade through the literature myself. So amazing. Thank you for the consistent flow of video's and information!

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### [@RelaxingBlues](http://www.youtube.com/@RelaxingBlues)

[@RelaxingBlues @RelaxingBlues](http://www.youtube.com/@RelaxingBlues)[1 day ago](http://www.youtube.com/watch?v=yzajLZXh9JU&lc=Ugy4sGgQOCddiZh10514AaABAg)

Haha, you always crack me up, Doc:) Truly happy to have you as my best friend. All the best, my friend.![Image 24: 💯](http://www.youtube.com/watch?v=yzajLZXh9JU)![Image 25: ❤‍🔥](http://www.youtube.com/watch?v=yzajLZXh9JU)

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### [@WayOfTheZombie](http://www.youtube.com/@WayOfTheZombie)

[2 days ago](http://www.youtube.com/watch?v=yzajLZXh9JU&lc=Ugy8kK_MSHngtfqPvkd4AaABAg&pp=0gcJCSIANpG00pGi)

So glad i found you a couple yrs ago

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### [@_John_P](http://www.youtube.com/@_John_P)

[2 days ago](http://www.youtube.com/watch?v=yzajLZXh9JU&lc=UgyZQ15-_HeunulZUod4AaABAg)

I prefer the old format where you show example after example while narrating, I understand it's more time consuming though but much better for learning.

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### [@gaweyn](http://www.youtube.com/@gaweyn)

[2 days ago](http://www.youtube.com/watch?v=yzajLZXh9JU&lc=Ugyy_4qy0PJJWo_OnSZ4AaABAg)

annyira örülök, hogy váltottál erre a formátumra, szóval hogy most már látunk is, főleg az ilyen tanulmányoknál ahol nincs sok mutatnivaló.

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### [@Falkov](http://www.youtube.com/@Falkov)

[2 days ago](http://www.youtube.com/watch?v=yzajLZXh9JU&lc=UgxW1HGQh9v-794xba14AaABAg)

Makes sense. Most of the internet, as training data, is noise. I’ve just assumed that this means we will eventually have PROFOUNDLY smaller, faster, smarter models from pruning to minimal, high quality data.

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### [@bujin5455](http://www.youtube.com/@bujin5455)

[1 day ago](http://www.youtube.com/watch?v=yzajLZXh9JU&lc=Ugw-754W9aq_p-YwJLl4AaABAg)

This is one of the more impressive research papers I've seen in quite a while.

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### [@SapienSpaceUnedited](http://www.youtube.com/@SapienSpaceUnedited)

[2 days ago](http://www.youtube.com/watch?v=yzajLZXh9JU&lc=UgzqEwgiJfzepGmA6914AaABAg)

@ [5:35](http://www.youtube.com/watch?v=yzajLZXh9JU&t=335s) I worked on an optical flow algorithm at a "Perception Laboratory" at ASU. It is amazing how it uses pixel flow to get 3D structures!

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### [@Shinwoh](http://www.youtube.com/@Shinwoh)

[2 days ago](http://www.youtube.com/watch?v=yzajLZXh9JU&lc=UgyjU49oeeO8njnR-BN4AaABAg)

I really miss your old tumbnails

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### [@jonashellgren3488](http://www.youtube.com/@jonashellgren3488)

[17 hours ago](http://www.youtube.com/watch?v=yzajLZXh9JU&lc=UgzQcYF044FJ1EJNkCx4AaABAg)

This could be massive for explainable AI? Which is like one of the most important AI research fields IMO

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### [@juliandarley](http://www.youtube.com/@juliandarley)

[3 days ago](http://www.youtube.com/watch?v=yzajLZXh9JU&lc=UgwjeixBUgJpXzCrebl4AaABAg)

really fascinating. this feels like it is taking us significantly closer to the holy grail of precise motion control.

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### [@VladimirKiselev-c2u](http://www.youtube.com/@VladimirKiselev-c2u)

[22 hours ago](http://www.youtube.com/watch?v=yzajLZXh9JU&lc=UgzQ3h_O_rQ86NdKP554AaABAg)

I chose two minute papers, as a source of high quality information, to ensure I actually learn :) What a time to be alive!

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### [@maxpitta](http://www.youtube.com/@maxpitta)

[1 day ago](http://www.youtube.com/watch?v=yzajLZXh9JU&lc=UgxKp-vWkG4MrJuQNO94AaABAg)

I always hold on to the first paper piece i find on my desk, anytime you ask, master

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### [@acatch22](http://www.youtube.com/@acatch22)

[1 day ago](http://www.youtube.com/watch?v=yzajLZXh9JU&lc=UgycTUhaP4yHakyfgbd4AaABAg)

learnt alot from this video and it wasnt just about the content of the paper

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### [@taavetmalkov3295](http://www.youtube.com/@taavetmalkov3295)

[1 day ago](http://www.youtube.com/watch?v=yzajLZXh9JU&lc=Ugya54fyp6svtPJQ2U14AaABAg&pp=0gcJCSIANpG00pGi)

what an epic gold nugget cascade starting at [7:50](http://www.youtube.com/watch?v=yzajLZXh9JU&t=470s)

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![Image 43](http://www.youtube.com/watch?v=yzajLZXh9JU)

### [@filiflo](http://www.youtube.com/@filiflo)

[2 days ago](http://www.youtube.com/watch?v=yzajLZXh9JU&lc=UgyRtW_U45u8FqHgr4t4AaABAg)

[0:10](http://www.youtube.com/watch?v=yzajLZXh9JU&t=10s) damn AI is running over people again

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## Comments 196

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## Description

Solved: The Bug That Haunted AI Video For Years

2.2K Likes

37,737 Views

Apr 28 2026

❤️ Check out Lambda here and sign up for their GPU Cloud: [https://lambda.ai/papers](https://www.youtube.com/redirect?event=video_description&redir_token=QUFFLUhqbWZOUlZ6amR2a2Vmc05nVVVuR3dQbHVOUFc1Z3xBQ3Jtc0tsS3czOU9Zek1sbFQ5SHpkVDBFNkZzbmpfdXJ1UHRvUTZCdkNPd2tSZ2dlTDNWOUloakZ1ZDd5RVJIVUt5RFlXQjBTZkFWcFVxX0twYmdTSTB2N0JWRzlIYlpoS3NLM3RxTGJVcDctUkFlZDd0alNsQQ&q=https%3A%2F%2Flambda.ai%2Fpapers&v=yzajLZXh9JU) 📝 The paper is available here: [https://research.nvidia.com/labs/sil/...](https://www.youtube.com/redirect?event=video_description&redir_token=QUFFLUhqa3dhQ3VjVVBlQjJFS2tWX2V3VnpoR2ZhZVlJQXxBQ3Jtc0tuVEZHTy1SelpHT0pmS1RNWGRpWXlhMTVMZHpfUmJab3RmVWdrcElCZmNlREQzOEljNV9YX3NOUEVyQTZhb2ZDbEZDS2dsaGYzQWwzSTk1Y0gyaFltbVgtRklpcS1BWTRQVlBhY29yd3Z1aEhTbURUYw&q=https%3A%2F%2Fresearch.nvidia.com%2Flabs%2Fsil%2Fprojects%2FMOTIVE%2F&v=yzajLZXh9JU) Our Patreon if you wish to support us: [![Image 44](http://www.youtube.com/watch?v=yzajLZXh9JU)/twominutepapers](https://www.youtube.com/redirect?event=video_description&redir_token=QUFFLUhqa3VzR2dqaDBnRHl0WjladjZIN2V0RnBJV2M5QXxBQ3Jtc0ttSldqUnNsV0dnYk5UbzBFUDZKWHkxMUNhUzl5QmJQZ2d3T3Q5VWF6WjBBVjNuZ0wtREVGWFV4cm56TF9QZmZzM0JLYjBuWGM1MWU3b2d6V0ZrS1E3OE91THpIamp3TVA4UXc5ZU1VSWNKSldKNFJBNA&q=https%3A%2F%2Fwww.patreon.com%2FTwoMinutePapers&v=yzajLZXh9JU) 🙏 We would like to thank our generous Patreon supporters who make Two Minute Papers possible: Adam Bridges, Benji Rabhan, B Shang, Cameron Navor, Charles Ian Norman Venn, Christian Ahlin, Eric T, Fred R, Gordon Child, Juan Benet, Michael Tedder, Owen Skarpness, Richard Sundvall, Ryan Stankye, Shawn Becker, Steef, Taras Bobrovytsky, Tazaur Sagenclaw, Tybie Fitzhugh, Ueli Gallizzi My research: [https://cg.tuwien.ac.at/~zsolnai/](https://www.youtube.com/redirect?event=video_description&redir_token=QUFFLUhqa3RON19abjBxRnBIYnJuVUxORVRQem1tUmtmQXxBQ3Jtc0ttR3JtalNObmZzNVRkbl9tYzA0LWdlYlVwX2pNd1Y4T2htR0JrVDBET2ZlQVBJbEVGQlB2eEl3dGtSYVg0cW5BLVA4djh5RjBWeEdjbW5XTTN0YzNpWXFlVG5JQ3B0WVhlYXVnR3Y0dHJWbjZSWlNmSQ&q=https%3A%2F%2Fcg.tuwien.ac.at%2F%7Ezsolnai%2F&v=yzajLZXh9JU) Thumbnail design: [https://felicia.hu](https://www.youtube.com/redirect?event=video_description&redir_token=QUFFLUhqazY1MktxNmdQekhzeEJXM1hjMG0xUlhIN1lEZ3xBQ3Jtc0tsVXEyZ09HZDUtY2RLVzdFNFlhT0MzT3UtenJfakw1YXp0OTBJNEs3ZXh5eUNUd1B6bThvd3ZEOFNpM215R3k0VVFDbENtWnh3TElQd0FFUlBHcXlsM0dPM2RBRlkxSjdJaHA0RnhxRnpaNGkzREhvTQ&q=https%3A%2F%2Ffelicia.hu%2F&v=yzajLZXh9JU)…...more 

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[![Image 45](http://www.youtube.com/watch?v=yzajLZXh9JU) ### Two Minute Papers 1.8M subscribers](http://www.youtube.com/@TwoMinutePapers)

[Videos](http://www.youtube.com/channel/UCbfYPyITQ-7l4upoX8nvctg/videos)[About](http://www.youtube.com/channel/UCbfYPyITQ-7l4upoX8nvctg/about)[![Image 46](http://www.youtube.com/watch?v=yzajLZXh9JU) Patreon](https://www.youtube.com/redirect?event=Watch_SD_EP&redir_token=QUFFLUhqbDVQbEgzOXFNYldZQnE1RVlVYktOR3Zodmx6Z3xBQ3Jtc0trb1RBeEpwWHlROV9WdXNRUGxPTU1Xc24tYnJuQ0NuMmQ2OERvX0d3cEVjTW4wVE1mclRDdng3TndPaG1WVEZWaHRjYm9Ubi1rMjRxbFQwTTgxSmRyNE4wbkdUTlF3RkQ5dFRJOTg4dHZVYVlSeWZDNA&q=https%3A%2F%2Fwww.patreon.com%2FTwoMinutePapers)[![Image 47](http://www.youtube.com/watch?v=yzajLZXh9JU) Twitter](https://www.youtube.com/redirect?event=Watch_SD_EP&redir_token=QUFFLUhqbmNwdm5CN3pKTXVYbUplZ2IxLU1NaVp5N3hQUXxBQ3Jtc0tuR25VRklBOHVvSkRpTHg2OXlzVUctaWIwVUJvWTAxaENQSkloM1RnWmczWnN2VTdRcUpuM1M5dG9ITjBmci1Ed0Nwc0NIcWJYOUhKaHhMU3RyNnJtM1JrbVJHWXN5RE1RcjNFUUNmLUwtcEJmZnozOA&q=https%3A%2F%2Ftwitter.com%2Ftwominutepapers)[![Image 48](http://www.youtube.com/watch?v=yzajLZXh9JU) Instagram](https://www.youtube.com/redirect?event=Watch_SD_EP&redir_token=QUFFLUhqbDgtZGFyNVlDd0l2RGluMDkyV0VZU2g3TkU5QXxBQ3Jtc0traUFZdFZ0OFRkbWhocExhLW83VUdoaXZ5eUV3MVNVelRPRGczNVI1aGlSdGN5NEs4NmkxYlUwVjNUUE1KT1JwTXNnRzlXZExkVS1kcGhpS1k0ZGExd0ppU050YVFFeldkR3pCX0NqODUwSnJOanpHYw&q=https%3A%2F%2Fwww.instagram.com%2Ftwominutepapers%2F)

## Transcript

NaN / NaN

[![Image 49](https://i.ytimg.com/vi/2v-ZXslNdqc/hqdefault.jpg?sqp=-oaymwEmCKgBEF5IWvKriqkDGQgBFQAAiEIYAdgBAeIBCggYEAIYBjgBQAE=&rs=AOn4CLAajQrTL_NMOsXffR8hP6hLZy4yfA) 40:31](http://www.youtube.com/watch?v=2v-ZXslNdqc)

![Image 50](http://www.youtube.com/watch?v=yzajLZXh9JU)

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