Uploaded January 2025 | Updated September 2026, 1 week ago
Start a VPS cost effectively with Hostinger today and use discount code "BYCLOUD" for an extra 10% off! hostinger.com/bycloud
Watch my last video
youtu.be/CiS9gDfYZ-w
My newsletter
mail.bycloud.ai
Support me on Patreon
patreon.com/c/bycloud
In this video, I'll be breaking down a lot of the allegations that DeepSeek received, and clarify some information which seems to be some misunderstanding. If you have other sources that can support or argue against the points, feel free to leave it down in the comments! However, this is not a debate, I just want to share the truth & what I find the most reliable. I have been reading their research for a while, so seeing a lot of these criticisms specifically to DeepSeek really seem like a big misunderstanding.
0:00 intro
0:35 50,000 "illegal" GPUs?
2:30 $5mil is bs
8:35 stolen data
11:49 DeepSeek is NOT a side project
14:25 miscellaneous
Sources
[SemiAnalysis] semianalysis.com
[anthropic CEO post] darioamodei.com/on-deepseek-and-export-controls
[Eryck Banatt] planetbanatt.net/articles/v3fermi.html
[LLM Cost Calculator] https://tnyqnervqldjme1y.vercel.app/
[Highflyer Blogs] https://www.high-flyer.cn/en/blog/hf-reduce/
[Free NVIDIA R1 Preview] build.nvidia.com/deepseek-ai/deepseek-r1
Papers
[DeepSeek-R1] arxiv.org/abs/2501.12948
[DeepSeek-v3] arxiv.org/abs/2412.19437
[DeepSeek-v2] arxiv.org/abs/2405.04434
[DeepSeekMoE] arxiv.org/abs/2401.06066
[DeepSeekMath] arxiv.org/abs/2402.03300
[DeepSeekLLM] arxiv.org/abs/2401.02954
This video is supported by the kind Patrons & YouTube Members:
🙏Andrew Lescelius, Ben Shaener, Chris LeDoux, Miguilim, Deagan, FiFaŁ, Robert Zawiasa, Marcelo Ferreira, Owen Ingraham, Daddy Wen, Tony Jimenez, Panther Modern, Jake Disco, Demilson Quintao, Penumbraa, Shuhong Chen, Hongbo Men, happi nyuu nyaa, Carol Lo, Mose Sakashita, Miguel, Bandera, Gennaro Schiano, gunwoo, Ravid Freedman, Mert Seftali, Mrityunjay, Richárd Nagyfi, Timo Steiner, Henrik G Sundt, projectAnthony, Brigham Hall, Kyle Hudson, Kalila, Jef Come, Jvari Williams, Tien Tien, BIll Mangrum, owned, Janne Kytölä, SO, Richárd Nagyfi, Hector, Drexon, Claxvii 177th, Inferencer, Michael Brenner, Akkusativ, Oleg Wock, FantomBloth, Thipok Tham, Clayton Ford, Theo, Handenon, Diego Silva, mayssam, Kadhai Pesalam, Tim Schulz, jiye, Anushka, Henrik Sundt, Julian Aßmann, Thomas Lin, Sid_Cypher, Mark Buckler, Kevin Tai, NO U, Gonzalo Fidalgo, Igor Alvarez, Alon Pluda, Clément Veyssière, Sander Zwaenepoel, etrotta, Binnie Yiu, Matej Macak, c zhou, Berhane-Meskel, sai sandeep mandava, Leo, Asad Dhamani, ZyanSheep, Stefan Lorenz, Ângelo Fonseca
[Discord] discord.gg/NhJZGtH
[Twitter] twitter.com/bycloudai
[Patreon] patreon.com/bycloud
[Business Inquiries] bycloudai@gmail.com
[Music] all taken from uppbeat.io
[Profile & Banner Art] twitter.com/pygm7
[Video Editor] me
[Bitcoin (BTC)] 3JFMJQVGXNA2HJE5V9qCwLiqy6wHY9Vhdx
[Ethereum (ETH)] 0x3d784F55E0bE5f35c1566B2E014598C0f354f190
[Litecoin (LTC)] MGHnqALjyU2W6NuJSSW9fTWV4dcHfwHZd7
[Bitcoin Cash (BCH)] 1LkyGfzHxnSfqMF8tN7ZGDwUTyBB6vcii9
[Solana (SOL)] 6XyMCEdVhtxJQRjMKgUJaySL8cGoBPzzA2NPDMPfVkKN
[Ko-fi] ko-fi.com/bycloudai
Start a VPS cost effectively with Hostinger today and use discount code "BYCLOUD" for an extra 10% off! hostinger.com/bycloud
Watch my last video
youtu.be/CiS9gDfYZ-w
My newsletter
mail.bycloud.ai
Support me on Patreon
patreon.com/c/bycloud
In this video, I'll be breaking down a lot of the allegations that DeepSeek received, and clarify some information which seems to be some misunderstanding. If you have other sources that can support or argue against the points, feel free to leave it down in the comments! However, this is not a debate, I just want to share the truth & what I find the most reliable. I have been reading their research for a while, so seeing a lot of these criticisms specifically to DeepSeek really seem like a big misunderstanding.
0:00 intro
0:35 50,000 "illegal" GPUs?
2:30 $5mil is bs
8:35 stolen data
11:49 DeepSeek is NOT a side project
14:25 miscellaneous
Sources
[SemiAnalysis] semianalysis.com
[anthropic CEO post] darioamodei.com/on-deepseek-and-export-controls
[Eryck Banatt] planetbanatt.net/articles/v3fermi.html
[LLM Cost Calculator] https://tnyqnervqldjme1y.vercel.app/
[Highflyer Blogs] https://www.high-flyer.cn/en/blog/hf-reduce/
[Free NVIDIA R1 Preview] build.nvidia.com/deepseek-ai/deepseek-r1
Papers
[DeepSeek-R1] arxiv.org/abs/2501.12948
[DeepSeek-v3] arxiv.org/abs/2412.19437
[DeepSeek-v2] arxiv.org/abs/2405.04434
[DeepSeekMoE] arxiv.org/abs/2401.06066
[DeepSeekMath] arxiv.org/abs/2402.03300
[DeepSeekLLM] arxiv.org/abs/2401.02954
This video is supported by the kind Patrons & YouTube Members:
🙏Andrew Lescelius, Ben Shaener, Chris LeDoux, Miguilim, Deagan, FiFaŁ, Robert Zawiasa, Marcelo Ferreira, Owen Ingraham, Daddy Wen, Tony Jimenez, Panther Modern, Jake Disco, Demilson Quintao, Penumbraa, Shuhong Chen, Hongbo Men, happi nyuu nyaa, Carol Lo, Mose Sakashita, Miguel, Bandera, Gennaro Schiano, gunwoo, Ravid Freedman, Mert Seftali, Mrityunjay, Richárd Nagyfi, Timo Steiner, Henrik G Sundt, projectAnthony, Brigham Hall, Kyle Hudson, Kalila, Jef Come, Jvari Williams, Tien Tien, BIll Mangrum, owned, Janne Kytölä, SO, Richárd Nagyfi, Hector, Drexon, Claxvii 177th, Inferencer, Michael Brenner, Akkusativ, Oleg Wock, FantomBloth, Thipok Tham, Clayton Ford, Theo, Handenon, Diego Silva, mayssam, Kadhai Pesalam, Tim Schulz, jiye, Anushka, Henrik Sundt, Julian Aßmann, Thomas Lin, Sid_Cypher, Mark Buckler, Kevin Tai, NO U, Gonzalo Fidalgo, Igor Alvarez, Alon Pluda, Clément Veyssière, Sander Zwaenepoel, etrotta, Binnie Yiu, Matej Macak, c zhou, Berhane-Meskel, sai sandeep mandava, Leo, Asad Dhamani, ZyanSheep, Stefan Lorenz, Ângelo Fonseca
[Discord] discord.gg/NhJZGtH
[Twitter] twitter.com/bycloudai
[Patreon] patreon.com/bycloud
[Business Inquiries] bycloudai@gmail.com
[Music] all taken from uppbeat.io
[Profile & Banner Art] twitter.com/pygm7
[Video Editor] me
[Bitcoin (BTC)] 3JFMJQVGXNA2HJE5V9qCwLiqy6wHY9Vhdx
[Ethereum (ETH)] 0x3d784F55E0bE5f35c1566B2E014598C0f354f190
[Litecoin (LTC)] MGHnqALjyU2W6NuJSSW9fTWV4dcHfwHZd7
[Bitcoin Cash (BCH)] 1LkyGfzHxnSfqMF8tN7ZGDwUTyBB6vcii9
[Solana (SOL)] 6XyMCEdVhtxJQRjMKgUJaySL8cGoBPzzA2NPDMPfVkKN
[Ko-fi] ko-fi.com/bycloudai
![Why AI Simulated Doom Is Actually Absurd
[Full video] https://youtu.be/0Xn8xGV_w9w Why AI Simulated Doom Is Actually Absurd](https://i.ytimg.com/vi/yzp0RRUvckM/mqdefault.jpg)
![The LLMs RL Revelation We Didnt See Coming
Try out Warp 2.0 now, the current rank #1 AI on Terminal Bench, outperforming Claude Code: https://go.warp.dev/bycloud
You can also use code BYCLOUD to get Warp Pro for 1 month free. (limited for 1,000 redemptions)
My Newsletter
https://mail.bycloud.ai/
my project: find, discover & explain AI research semantically
https://findmypapers.ai/
My Patreon (get bundle access for my newsletter & findmypapers)
https://www.patreon.com/c/bycloud
Training language models to follow instructions with human feedback
[Paper] https://arxiv.org/abs/2203.02155
DeepSeek-R1 (Aha Moment)
[Paper] https://arxiv.org/abs/2501.12948
Understanding R1-Zero-Like Training: A Critical Perspective
[Paper] https://arxiv.org/pdf/2503.20783
Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?
[Paper] https://arxiv.org/abs/2504.13837
Reinforcement Learning Finetunes Small Subnetworks in Large Language Models
[Paper] https://arxiv.org/abs/2505.11711
Spurious Rewards: Rethinking Training Signals in RLVR
[Paper] https://arxiv.org/abs/2506.10947
Try out my new fav place to learn how to code https://scrimba.com/?via=bycloudAI
This video is supported by the kind Patrons & YouTube Members:
🙏Nous Research, Chris LeDoux, Ben Shaener, DX Research Group, Poof N Inu, Andrew Lescelius, Deagan, Robert Zawiasa, Ryszard Warzocha, Tobe2d, Louis Muk, Akkusativ, Kevin Tai, Mark Buckler, NO U, Tony Jimenez, Ângelo Fonseca, jiye, Anushka, Asad Dhamani, Binnie Yiu, Calvin Yan, Clayton Ford, Diego Silva, Etrotta, Gonzalo Fidalgo, Handenon, Hector, Jake Disco very, Michael Brenner, Nilly K, OlegWock, Daddy Wen, Shuhong Chen, Sid_Cipher, Stefan Lorenz, Sup, tantan assawade, Thipok Tham, Thomas Di Martino, Thomas Lin, Richárd Nagyfi, Paperboy, mika, Leo, Berhane-Meskel, Kadhai Pesalam, mayssam, Bill Mangrum, nyaa,
Toru Mon
[Discord] https://discord.gg/NhJZGtH
[Twitter] https://twitter.com/bycloudai
[Patreon] https://www.patreon.com/bycloud
[Business Inquiries] bycloud@smoothmedia.co
[Profile & Banner Art] https://twitter.com/pygm7
[Video Editor] @Booga04
[Ko-fi] https://ko-fi.com/bycloudai The LLMs RL Revelation We Didnt See Coming](https://i.ytimg.com/vi/z3awgfU4yno/mqdefault.jpg)
![OpenAIs Sora Losing? The New Big 3 of AI Video Generators
check out Storyteller.AI at https://www.storyteller.ai/?ref=bycloud and join their discord now https://discord.gg/storyteller
Sora was previously known as the best text to video generator... Then 4 months later, its contenders have shown their faces. This cambrian explosion of AI generated videos is actually getting out of hand.
That Drew Gooden video
[YT] https://youtu.be/UShsgCOzER4
Sora
[Blog] https://openai.com/index/sora/
[Balloon boy blog] https://www.fxguide.com/fxfeatured/actually-using-sora/
KLING
[Webapp]
[Blog] https://kling.kuaishou.com/en
[Theoretical Tim] https://youtu.be/CfTnMXodtns
Luma Dream Machine
[Blog] https://blog.lumalabs.ai/p/dream-machine
[Webapp] https://lumalabs.ai/dream-machine
Gen-3 Alpha
[Blog] https://runwayml.com/blog/introducing-gen-3-alpha/
[Webapp] https://runwayml.com/ai-tools/gen-3-alpha/
OpenSora
[Github] https://github.com/hpcaitech/Open-Sora
This video is supported by the kind Patrons & YouTube Members:
🙏Andrew Lescelius, alex j, Chris LeDoux, Alex Maurice, Miguilim, Deagan, FiFaŁ, Robert Zawiasa, Daddy Wen, Tony Jimenez, Panther Modern, Jake Disco, Demilson Quintao, Shuhong Chen, Hongbo Men, happi nyuu nyaa, Carol Lo, Mose Sakashita, Miguel, Bandera, Gennaro Schiano, gunwoo, Ravid Freedman, Mert Seftali, Mrityunjay, Richárd Nagyfi, Timo Steiner, Henrik G Sundt, projectAnthony, Brigham Hall, Kyle Hudson, Kalila, Jef Come, Jvari Williams, Tien Tien, BIll Mangrum, owned, Janne Kytölä, SO, Richárd Nagyfi, Hector, Drexon, Claxvii 177th, Inferencer, Michael Brenner, Akkusativ, Oleg Wock, FantomBloth
[Discord] https://discord.gg/NhJZGtH
[Twitter] https://twitter.com/bycloudai
[Patreon] https://www.patreon.com/bycloud
[Music] Massobeats - Lush
[Profile & Banner Art] https://twitter.com/pygm7
[Video Editor] Silas OpenAIs Sora Losing? The New Big 3 of AI Video Generators](https://i.ytimg.com/vi/z4fai9N8HtQ/mqdefault.jpg)

![VR + LLM = IRL Cheat? [The AI Timeline #5]
Welcome to my 5th episode of the weekly AI news series The AI Timeline, where I go through the AI news in the past week with the most distilled information and memes!
OTTER-E
[Project Page] https://otter-ntu.github.io/
[Paper] https://arxiv.org/abs/2306.05425
[Demo] https://youtu.be/K8o_LKGQJhs
MusicGEN
[Project Page] https://ai.honu.io/papers/musicgen/
[Paper] https://arxiv.org/pdf/2306.05284.pdf
[GitHub] https://github.com/facebookresearch/audiocraft
[My MusicLM Video]
Imagen Editor
[TW] https://twitter.com/hardmaru/status/1667506066492653568?s=20
[TW] https://twitter.com/hardmaru/status/1667513739707568128?s=20
[Blog] https://ai.googleblog.com/2023/06/imagen-editor-and-editbench-advancing.html
ATT3D
[Blog] https://research.nvidia.com/labs/toronto-ai/ATT3D/
Tracking Everything Everywhere All at Once
[Project Page] https://omnimotion.github.io/
New LLM Attack
[Blog] https://vulcan.io/blog/ai-hallucinations-package-risk
Mind2Web
[Project Page] https://osu-nlp-group.github.io/Mind2Web/
Can large language models infer causation from correlation?
[Paper] https://arxiv.org/pdf/2306.05836.pdf
OpenAI and DeepMind vs UK Government
[Article] https://www.politico.eu/article/openai-deepmind-will-open-up-models-to-uk-government/
OpenAI, Google, and Anthropic ban the use of the generated output content
[Article] https://www.businessinsider.com/openai-google-anthropic-ai-training-models-content-data-use-2023-6
InterLM
[TW] https://twitter.com/_akhaliq/status/1666441405194010639?s=20
FasterViT
[GitHub] https://github.com/NVlabs/FasterViT
[Paper] https://arxiv.org/pdf/2306.06189.pdf
AI Will Save The World
[Blog] https://a16z.com/2023/06/06/ai-will-save-the-world/
MattingAnything
[Project Page] https://chrisjuniorli.github.io/project/Matting-Anything/
[MattingAnything Video] https://twitter.com/fffiloni/status/1667911451061764103?s=20
ClipDrop
[Official] https://clipdrop.co/
[AK] https://twitter.com/_akhaliq/status/1667054632613433346?s=20
[Forasteran] https://twitter.com/forasteran/status/1666992758815625219?s=20
[New Ps vs Old Ps Meme] https://twitter.com/0xgaut/status/1667320106739810305?s=20
[Adobe Covers Your Legal Bills] https://www.fastcompany.com/90906560/adobe-feels-so-confident-its-firefly-generative-ai-wont-breach-copyright-itll-cover-your-legal-bills
Runway Gen-1
[TW] https://twitter.com/c_valenzuelab/status/1666972498334990336?s=20
ChatGPT Is Fun But Not Funny
[Paper] https://arxiv.org/abs/2306.04563
Japans Mountain Rescue
[Blog] https://nordot.app/1036149061519311769?c=768367547562557440
TemporalNet 2.0
[HuggingFace] https://huggingface.co/CiaraRowles/TemporalNet2
[TW] https://twitter.com/CiaraRowles1/status/1667145942556966912
Tokyo Jab
[Reddit] https://reddit.com/u/tokyo_jab
Middle Age Guy Into Cute Girls
[TW] https://twitter.com/gakuto_akashi/status/1668107135971098629?s=20
This video is supported by the kind Patrons & YouTube Members:
🙏Andrew Lescelius, alex j, Chris LeDoux, Alex Maurice, Tony Jimenez, Panther Modern, Jake Disco, Demilson Quintao, Shuhong Chen, Hongbo Men, happi nyuu nyaa, Carol Lo, Mose Sakashita, Miguel, Bandera, Gennaro Schiano, gunwoo, Ravid Freedman, Mert Seftali, Mrityunjay, Richárd Nagyfi, Timo Steiner, Henrik G Sundt, projectAnthony, Brigham Hall, Kyle Hudson, Kalila, Jef Come, Jvari Williams, Tien Tien
[Discord] https://discord.gg/NhJZGtH
[Twitter] https://twitter.com/bycloudai
[Patreon] https://www.patreon.com/bycloud
[Profile & Banner Art] https://twitter.com/pygm7
[Video Editor] @askejm
0:00 Otter-E
0:28 MusicGen
1:14 Imagen Editor
1:32 ATT3D
1:46 Tracking Everything, Everywhere, All At Once
2:03 New LLM Security Issue
2:27 Mind2Web
2:46 LLM: Causation VS Correlation
3:01 OpenAI, Deepmind Regulation News
3:23 InterLM
3:29 FasterViT
3:40 Why AI Will Save The World
3:47 MattingAnything
4:06 Photoshop Generative Fill, Clipdrop, Firefly
4:44 Runway Gen-1 Result
5:00 ChatGPT Is Not Funny
5:21 ChatGPT + Siri
5:26 Reddit Went Dark
5:56 Japan Mountain Rescue
6:15 TemporalNet 2.0
6:25 Img2Img Video Results
6:47 Outro VR + LLM = IRL Cheat? [The AI Timeline #5]](https://i.ytimg.com/vi/zc2Xm-mv8OY/mqdefault.jpg)

![5 WAYS To Get Started With AI ART [Beginners Guide 2023]
Check out OpenArts online AI ART Generator and Photobooth (aka AI Avatar) now at: https://openart.ai/
Your introductory video into the world of generating AI art. In this video, you will learn all the latest ways to generate AI art!
Dall-e 2 (by OpenAI)
[Website] https://openai.com/dall-e-2/
MidJourney
[Website] https://www.midjourney.com/
[Discord] https://discord.com/invite/midjourney
Dream Studio (by Stability.ai)
[Website] https://beta.dreamstudio.ai/
Novel.ai
[Website] https://novelai.net/
Holara.ai
[Website] https://holara.ai/
NijiJourney
[Website] https://nijijourney.com/en/
[Discord] https://discord.com/invite/nijijourney
Curated Google Colab List (by Pharmapsychotic)
[Website] https://pharmapsychotic.com/tools.html
Stable Diffusion web UI (by AUTOMATIC1111)
[GitHub] https://github.com/AUTOMATIC1111/stable-diffusion-webui
This video is supported by the kind Patrons & YouTube Members:
🙏Andrew Lescelius, Chris LeDoux, Shawn77134, Panther Modern, Jake Disco, Demilson Quintao, Tony Jimenez, Shuhong Chen, Hongbo Men, happi nyuu nyaa, Carol Lo, Mose Sakashita, Miguel, Bandera, Gennaro Schiano, gunwoo, Ravid Freedman, Mert Seftali, Mrityunjay, Richárd Nagyfi, Timo Steiner, Henrik G Sundt, projectAnthony
[Discord] https://discord.gg/NhJZGtH
[Twitter] https://twitter.com/bycloudai
[Patreon] https://www.patreon.com/bycloud
[PayPal] https://paypal.me/bycloudai
[Music] slipstream
[Profile & Banner Art] https://twitter.com/pygm7
[Video Editor] @Askejm
0:00 intro
0:33 fastest way to get started
1:54 online (website)
4:33 online (Discord)
7:00 online (colab)
9:12 locally
11:40 the amazing sponsor!! 5 WAYS To Get Started With AI ART [Beginners Guide 2023]](https://i.ytimg.com/vi/zxnXpSfoXhQ/mqdefault.jpg)