Uploaded June 2023 | Updated September 2026, 1 week ago
Thanks to Babbel for sponsoring today's video. Go to strms.net/babbel_bycloudai to get up to 60% off! #ad
Intro Clip by Arata Fukoe
[Twitter] twitter.com/Arata_Fukoe/status/1662028970190311434?s=20
Instant-NGP
[My Video] youtu.be/fvXOjV7EHbk
[Project Page] nvlabs.github.io/instant-ngp
[Paper] nvlabs.github.io/instant-ngp/assets/mueller2022instant.pdf
[Code] github.com/NVlabs/instant-ngp
LERF
[Paper] arxiv.org/abs/2303.09553
[Project Page] lerf.io
[Code] github.com/kerrj/lerf
[NeRF Studio Page] https://docs.nerf.studio/en/latest/nerfology/methods/lerf.html
MixNeRF
[Paper] arxiv.org/abs/2302.08788
[Project Page] shawn615.github.io/mixnerf
[Code] github.com/shawn615/MixNeRF
Zip-NeRF
[Paper] arxiv.org/abs/2304.06706
[Project Page] jonbarron.info/zipnerf
F2-NeRF
[Paper] arxiv.org/abs/2303.15951
[Project Page] totoro97.github.io/projects/f2-nerf
[Code] github.com/totoro97/f2-nerf
Block-NeRF
[My Video] youtu.be/AhSAr1HH--4
[Paper] arxiv.org/abs/2202.05263
[Project Page] waymo.com/research/block-nerf
BungeeNeRF
[My Video] youtu.be/Pn9ia2fsiwY
[Paper] arxiv.org/abs/2112.05504
[Project Page] city-super.github.io/citynerf
[Code] github.com/city-super/BungeeNeRF
GridNeRF
[Paper] arxiv.org/abs/2303.14001
[Project Page] city-super.github.io/gridnerf
[Code]
NSFF
[My Video] youtu.be/3Bi3xuM-iWs
[Paper] arxiv.org/abs/2011.13084
[Project Page] https://www.cs.cornell.edu/~zl548/NSFF/
[Code] github.com/zhengqili/Neural-Scene-Flow-Fields
ReLight My NeRF
[Paper] arxiv.org/abs/2304.10448
[Project Page] eyecan-ai.github.io/rene
MSNeRF
[Paper] arxiv.org/abs/2305.04268
[Project Page] zx-yin.github.io/msnerf
[Code] github.com/ZX-Yin/ms-nerf
Nerfbusters
[Paper] arxiv.org/abs/2304.10532
[Project Page] ethanweber.me/nerfbusters
[Code] github.com/ethanweber/nerfbusters
Instruct 3D-to-3D
[Paper] arxiv.org/abs/2303.15780
[Project Page] sony.github.io/Instruct3Dto3D-doc
InstructPix2Pix
[Paper] arxiv.org/abs/2211.09800
[Project Page] timothybrooks.com/instruct-pix2pix
[Code] github.com/timothybrooks/instruct-pix2pix
3D Video Loops from Asynchronous Input
[Paper] arxiv.org/abs/2303.05312
[Project Page] limacv.github.io/VideoLoop3D_web
[Code] github.com/limacv/VideoLoop3D
DyNeRF
[Paper] arxiv.org/abs/2103.02597
[Project Page] neural-3d-video.github.io
NeRFPlayer
[Paper] arxiv.org/pdf/2210.15947.pdf
[Project Page] lsongx.github.io/projects/nerfplayer.html
[NeRF Studio] Available
HyperReel
[Paper] arxiv.org/abs/2301.02238
[Project Page] hyperreel.github.io/#teaser-video
[Code] github.com/facebookresearch/hyperreel
Patch-based 3D Natural Scene Generation from a Single Example
[Paper] arxiv.org/abs/2304.12670
[Project Page] http://weiyuli.xyz/Sin3DGen/
[Code] github.com/wyysf-98/Sin3DGen
DreamFusion
[Paper] arxiv.org/abs/2209.14988
[Project Page] dreamfusion3d.github.io
ProlificDreamer
[Paper] arxiv.org/abs/2305.16213
[Project Page] https://ml.cs.tsinghua.edu.cn/prolificdreamer/
[Code] github.com/thu-ml/prolificdreamer
HiFA
[Paper] arxiv.org/abs/2305.18766
[Project Page] hifa-team.github.io/HiFA-site
[Code] github.com/HiFA-team/HiFA
Neuralangelo
[Paper] research.nvidia.com/labs/dir/neuralangelo/paper.pdf
[Project Page] research.nvidia.com/labs/dir/neuralangelo
Luma Labs AI (Not Luma AI Labs oops)
[Web] lumalabs.ai
[App Store] apps.apple.com/in/app/luma-ai/id1615849914
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] discord.gg/NhJZGtH
[Twitter] twitter.com/bycloudai
[Patreon] patreon.com/bycloud
[Music 1] Skies - Slipstream
[Music 2] Celery Fields - Slipstream
[Profile & Banner Art] twitter.com/pygm7
Thanks to Babbel for sponsoring today's video. Go to strms.net/babbel_bycloudai to get up to 60% off! #ad
Intro Clip by Arata Fukoe
[Twitter] twitter.com/Arata_Fukoe/status/1662028970190311434?s=20
Instant-NGP
[My Video] youtu.be/fvXOjV7EHbk
[Project Page] nvlabs.github.io/instant-ngp
[Paper] nvlabs.github.io/instant-ngp/assets/mueller2022instant.pdf
[Code] github.com/NVlabs/instant-ngp
LERF
[Paper] arxiv.org/abs/2303.09553
[Project Page] lerf.io
[Code] github.com/kerrj/lerf
[NeRF Studio Page] https://docs.nerf.studio/en/latest/nerfology/methods/lerf.html
MixNeRF
[Paper] arxiv.org/abs/2302.08788
[Project Page] shawn615.github.io/mixnerf
[Code] github.com/shawn615/MixNeRF
Zip-NeRF
[Paper] arxiv.org/abs/2304.06706
[Project Page] jonbarron.info/zipnerf
F2-NeRF
[Paper] arxiv.org/abs/2303.15951
[Project Page] totoro97.github.io/projects/f2-nerf
[Code] github.com/totoro97/f2-nerf
Block-NeRF
[My Video] youtu.be/AhSAr1HH--4
[Paper] arxiv.org/abs/2202.05263
[Project Page] waymo.com/research/block-nerf
BungeeNeRF
[My Video] youtu.be/Pn9ia2fsiwY
[Paper] arxiv.org/abs/2112.05504
[Project Page] city-super.github.io/citynerf
[Code] github.com/city-super/BungeeNeRF
GridNeRF
[Paper] arxiv.org/abs/2303.14001
[Project Page] city-super.github.io/gridnerf
[Code]
NSFF
[My Video] youtu.be/3Bi3xuM-iWs
[Paper] arxiv.org/abs/2011.13084
[Project Page] https://www.cs.cornell.edu/~zl548/NSFF/
[Code] github.com/zhengqili/Neural-Scene-Flow-Fields
ReLight My NeRF
[Paper] arxiv.org/abs/2304.10448
[Project Page] eyecan-ai.github.io/rene
MSNeRF
[Paper] arxiv.org/abs/2305.04268
[Project Page] zx-yin.github.io/msnerf
[Code] github.com/ZX-Yin/ms-nerf
Nerfbusters
[Paper] arxiv.org/abs/2304.10532
[Project Page] ethanweber.me/nerfbusters
[Code] github.com/ethanweber/nerfbusters
Instruct 3D-to-3D
[Paper] arxiv.org/abs/2303.15780
[Project Page] sony.github.io/Instruct3Dto3D-doc
InstructPix2Pix
[Paper] arxiv.org/abs/2211.09800
[Project Page] timothybrooks.com/instruct-pix2pix
[Code] github.com/timothybrooks/instruct-pix2pix
3D Video Loops from Asynchronous Input
[Paper] arxiv.org/abs/2303.05312
[Project Page] limacv.github.io/VideoLoop3D_web
[Code] github.com/limacv/VideoLoop3D
DyNeRF
[Paper] arxiv.org/abs/2103.02597
[Project Page] neural-3d-video.github.io
NeRFPlayer
[Paper] arxiv.org/pdf/2210.15947.pdf
[Project Page] lsongx.github.io/projects/nerfplayer.html
[NeRF Studio] Available
HyperReel
[Paper] arxiv.org/abs/2301.02238
[Project Page] hyperreel.github.io/#teaser-video
[Code] github.com/facebookresearch/hyperreel
Patch-based 3D Natural Scene Generation from a Single Example
[Paper] arxiv.org/abs/2304.12670
[Project Page] http://weiyuli.xyz/Sin3DGen/
[Code] github.com/wyysf-98/Sin3DGen
DreamFusion
[Paper] arxiv.org/abs/2209.14988
[Project Page] dreamfusion3d.github.io
ProlificDreamer
[Paper] arxiv.org/abs/2305.16213
[Project Page] https://ml.cs.tsinghua.edu.cn/prolificdreamer/
[Code] github.com/thu-ml/prolificdreamer
HiFA
[Paper] arxiv.org/abs/2305.18766
[Project Page] hifa-team.github.io/HiFA-site
[Code] github.com/HiFA-team/HiFA
Neuralangelo
[Paper] research.nvidia.com/labs/dir/neuralangelo/paper.pdf
[Project Page] research.nvidia.com/labs/dir/neuralangelo
Luma Labs AI (Not Luma AI Labs oops)
[Web] lumalabs.ai
[App Store] apps.apple.com/in/app/luma-ai/id1615849914
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] discord.gg/NhJZGtH
[Twitter] twitter.com/bycloudai
[Patreon] patreon.com/bycloud
[Music 1] Skies - Slipstream
[Music 2] Celery Fields - Slipstream
[Profile & Banner Art] twitter.com/pygm7
![Anthropic found a terrifying consequence of adding reasoning to AI
Master AI Agents in 2025 now with HubSpots FREE resource! https://clickhubspot.com/n7u6
I have reworked this video many times, so it is definitely quite a long delay since the papers first release. But I think there has been a lot of misunderstanding from the narratives people trying to build surrounding this research, so here is a deeper look into it without being too technical!
My Newletter
https://mail.bycloud.ai/
My Patreon
https://www.patreon.com/c/bycloud
Alignment faking in large language models
[Paper] https://arxiv.org/abs/2412.14093
[Blog] https://www.anthropic.com/research/alignment-faking
This video is supported by the kind Patrons & YouTube Members:
🙏Andrew Lescelius, Ben Shaener, Kainan, 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, Charlie C, tantan assawade, Ângelo Fonseca, Stefan Lorenz, Paperboy, mika, Leo, Utsav Soi
[Discord] https://discord.gg/NhJZGtH
[Twitter] https://twitter.com/bycloudai
[Patreon] https://www.patreon.com/bycloud
[Business Inquiries] bycloudai@gmail.com
[Profile & Banner Art] https://twitter.com/pygm7
[Video Editor] @Booga04
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[Ko-fi] https://ko-fi.com/bycloudai Anthropic found a terrifying consequence of adding reasoning to AI](https://i.ytimg.com/vi/lkZTSUYfnTI/mqdefault.jpg)
![First Look At GPT-4 With Vision
To try everything Brilliant has to offer—free—for a full 30 days, visit https://brilliant.org/bycloud . The first 200 of you will get 20% off Brilliant’s annual premium subscription!
Making this video was quite a rollercoaster! From Dall-e 3 not yet been releaed, to confirmed multi-modal GPT-4 release, I cannot believe I have hijacked such a funny timing.
Special thanks to bruhmoment for providing me the Bard results, and Raphael for BeMyEyes access
[Dall-e 3 Blog] https://openai.com/dall-e-3
[ChatGPT Multi-modal Blog] https://openai.com/blog/chatgpt-can-now-see-hear-and-speak
[Be My Eyes] https://www.bemyeyes.com/
This video is supported by the kind Patrons & YouTube Members:
🙏Andrew Lescelius, alex j, Chris LeDoux, Alex Maurice, Miguilim, Deagan, FiFaŁ, 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
[Discord] https://discord.gg/NhJZGtH
[Twitter] https://twitter.com/bycloudai
[Patreon] https://www.patreon.com/bycloud
[Music] massobeats - floral: https://youtu.be/DWE_CacEVek
[Profile & Banner Art] https://twitter.com/pygm7 First Look At GPT-4 With Vision](https://i.ytimg.com/vi/lwlvyy5PtBo/mqdefault.jpg)
![Absurd GPT-4 Applications: CEOs Are Now Replaceable?
A top GPT-4 demos compilation.
In this video, Ive collected some of the best & jaw-dropping GPT-4 Applications during the first 3 weeks since GPT-4 launch.
GPT-4 Launch Page: https://openai.com/research/gpt-4
GPT-4 Plugins Waitlist: https://openai.com/waitlist/plugins
GPT-4 Doing CAPTCHA: https://twitter.com/iScienceLuvr/status/1636479850214232064
GPT-4 Wolfram: https://writings.stephenwolfram.com/2023/03/chatgpt-gets-its-wolfram-superpowers/
GPT-4 Technical Report: https://arxiv.org/abs/2303.08774
GPT-4 Entrepreneur: https://mobile.twitter.com/jacksonfall/status/1637459175512092672
GPT-4 CEO: https://www.showmetech.com.br/en/tang-yu-the-first-aiceo-in-a-company/
GPT-4 Infinite Arcade (Pong w/ 4 balls): https://mobile.twitter.com/thegarrettscott/status/1636477569565335553
GPT-4 Flappy Bird: https://mobile.twitter.com/krishnerkar/status/1636359163805847552
GPT-4 Sky Roads: https://twitter.com/ammaar/status/1637598979595866112?s=20
GPT-4 iOS Game: https://mobile.twitter.com/Shpigford/status/1637303300671275008
GPT-4 Duck Hunt: https://twitter.com/petergyang/status/1638031921237331968?s=20
GPT-4 Pong: https://twitter.com/skirano/status/1635736107949195278?s=20
CoPilot-X: https://github.com/features/preview/copilot-x
GPT-4 & Khan Academy: https://youtu.be/rnIgnS8Susg
GPT4ALL (Nomic-AI): https://github.com/nomic-ai/gpt4all
LLaMA (aka Open Source GPT): https://github.com/facebookresearch/llama
Unity GPT-4: https://github.com/keijiro/AICommand
GPT-4 Helps Electron: https://twitter.com/Altimor/status/1636777319820935176
GPT-4 WebExtension: https://mobile.twitter.com/charlierward/status/1638303596595892224
GPT-4 Swift UI: https://twitter.com/DataChaz/status/1637187114684018688?s=20
GPT-4 iOS App:
https://mobile.twitter.com/localghost/status/1636458020136964097
GPT-4 Chat UI: https://twitter.com/pbteja1998/status/1636753275163922433
This video is supported by the kind Patrons & YouTube Members:
🙏Andrew Lescelius, 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, Penumbraa, Brigham Hall, Kyle Hudson, Kalila
[Discord] https://discord.gg/NhJZGtH
[Twitter] https://twitter.com/bycloudai
[Patreon] https://www.patreon.com/bycloud
[PayPal] https://paypal.me/bycloudai
[Profile & Banner Art] https://twitter.com/pygm7 Absurd GPT-4 Applications: CEOs Are Now Replaceable?](https://i.ytimg.com/vi/m-yry5PJ3A8/mqdefault.jpg)
![Kimi K2 Technical Breakdown: How It Challenged AI’s 7-Year Status Quo
Master AI agents now using HubSpots FREE resource!
https://clickhubspot.com/aa716f
Might be very late to the Muon party, but hope this at least have some great insights for you. In this video, we will take a look at Muon, which is a new optimizer that Moonshot AI successfully scaled up.
My Newsletter
https://mail.bycloud.ai/
my project: find, discover & explain AI research semantically
https://findmypapers.ai/
My Patreon
https://www.patreon.com/c/bycloud
Kimi K2
[Blog] https://moonshotai.github.io/Kimi-K2/
[GitHub] https://github.com/MoonshotAI/Kimi-K2
Muon Is Scalable For Pre-training
[Paper] https://arxiv.org/abs/2502.16982
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 Kimi K2 Technical Breakdown: How It Challenged AI’s 7-Year Status Quo](https://i.ytimg.com/vi/m1PUl-aUk8c/mqdefault.jpg)
![2023 AI in a nutshell
A quick recap of this insane year of AI, but in memes.
Cheers to 2023, and hey to 2024!
oh ya check out my new website if you have a chance too https://leaderboard.bycloud.ai/
This video is supported by the kind Patrons & YouTube Members:
🙏Andrew Lescelius, alex j, Chris LeDoux, Alex Maurice, Miguilim, Deagan, FiFaŁ, 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
[Discord] https://discord.gg/NhJZGtH
[Twitter] https://twitter.com/bycloudai
[Patreon] https://www.patreon.com/bycloud
[Profile & Banner Art] https://twitter.com/pygm7 2023 AI in a nutshell](https://i.ytimg.com/vi/m3kA3eJpnqo/mqdefault.jpg)
![When Claude 3.5 Sonnet Became The Better Chatbot
Scale your business easily now with AI/ML API to deploy any models you need https://aimlapi.com/?ref=bycloud
My newsletter
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Claude 3.5 Sonnet
[Blog] https://www.anthropic.com/news/claude-3-5-sonnet
[Website] https://claude.ai/
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 - mango tea
[Profile & Banner Art] https://twitter.com/pygm7
[Video Editor] Silas When Claude 3.5 Sonnet Became The Better Chatbot](https://i.ytimg.com/vi/mGjIlBgwfj4/mqdefault.jpg)
![LLM that loops instead of Doing Chain-of-Thought
Need to fine-tune a model without the hassle? Try out Crusoes serverless fine-tuning today! https://www.crusoe.ai/contact-sales/serverless-preview?utm_source=bycloud&utm_medium=influencer&utm_campaign=serverlessfinetuning
my latest project: Intuitive AI Academy
We just wrote a new piece on Optimization!!
https://intuitiveai.academy/
limited time code LOCKIN for 35% off yearly plan
Chain-of-Thought is ugly, so what if we remove it? In this video, I am diving into the latest architecture experiment that is Looped Transformer. So LLMs think with words, but here Looped Transformer simulates thinking by looping the same few layers.
My Newsletter
https://mail.bycloud.ai/
My Patreon
https://www.patreon.com/c/bycloud
Loop, Think, & Generalize: Implicit Reasoning in Recurrent-Depth Transformers
[Paper] https://arxiv.org/abs/2604.07822
A Mechanistic Analysis of Looped RLMs
[Paper] https://arxiv.org/abs/2604.11791
Parcae: Scaling Laws For Stable Looped Language Models
[Paper] https://arxiv.org/abs/2604.12946
Mixture-of-Recursions: Learning Dynamic Recursive Depths for Adaptive Token-Level Computation
[Paper] https://arxiv.org/abs/2507.10524
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:
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![What Is Yann LeCun Cooking? JEPA Explained Simply
Warp is the agentic development environment born out of the terminal. Download Warp for free today at → https://go.warp.dev/bycloudythoa
For the longest time, Yann LeCun has been pioneering this idea called JEPA. With its rapid advancements as of recent, it has become a spotlight in the research field, especially for world modeling. So in todays video, Ill be covering the main idea of JEPA, how it works, and what makes it promising.
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Sauces
[Original JEPA paper] https://openreview.net/pdf?id=BZ5a1r-kVsf
[V-JEPA] https://arxiv.org/abs/2506.09985
[I-JEPA] https://arxiv.org/abs/2301.08243
[EMA for Self-Supervised ViT] https://arxiv.org/abs/2104.14294
[Infomax] https://pubmed.ncbi.nlm.nih.gov/7584893/
[SimCLR] https://arxiv.org/abs/2002.05709
[Barlow Twins] https://arxiv.org/abs/2103.03230
[VICReg] https://arxiv.org/abs/2105.04906
[LeJEPA] https://arxiv.org/abs/2511.08544
[EchoJEPA] https://arxiv.org/abs/2602.02603
[DINO v2] https://arxiv.org/abs/2304.07193
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![The REAL AI Architecture That Unifies Vision & Language
Get started now with open source & privacy focused password manager by Proton! https://proton.me/pass/bycloudai
In this video, we are going to dive into native MoE multimodal LLMs, the difference between early fusion and late fusion, and why a unified model is the way forward.
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paper sauces
Chameleon: Mixed-Modal Early-Fusion Foundation Models
[Paper] https://arxiv.org/abs/2405.09818
Scaling Laws for Native Multimodal Models
[Paper] https://www.arxiv.org/abs/2504.07951
Scaling Pre-training to One Hundred Billion Data for Vision Language Models
[Paper] https://arxiv.org/abs/2502.07617
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![Anthropic Just Proved Reasoning AIs Would Silently Cheat
Check out LTX Video 13B now and experience the latest video gen breakthrough: https://bit.ly/ltxvbycloud
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Tracing the thoughts of a large language model
https://www.anthropic.com/research/tracing-thoughts-language-model
Reasoning models dont always say what they think
https://www.anthropic.com/research/reasoning-models-dont-say-think
On the Biology of a Large Language Model
https://transformer-circuits.pub/2025/attribution-graphs/biology.html
Try out my new fav place to learn how to code https://scrimba.com/?via=bycloudAI
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![OpenAI o1s New Paradigm: Test-Time Compute Explained
What is the latest hype about Test-Time Compute and why its mid
Check out NVIDIAs suite of Training and Certification here:
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Test Time Compute by DeepMind
[Paper] https://arxiv.org/abs/2408.03314
To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning
[Paper] https://arxiv.org/abs/2409.12183
Language Models Learn to Mislead Humans via RLHF
[Paper] https://arxiv.org/abs/2409.12822
Chain-of-Thought Reasoning Without Prompting
[Paper] https://arxiv.org/abs/2402.10200
Larger and more instructable language models become less reliable
[Paper] https://www.nature.com/articles/s41586-024-07930-y
Lets Think Dot by Dot: Hidden Computation in Transformer Language Models
[Paper] https://arxiv.org/abs/2404.15758
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