Uploaded June 2023 | Updated September 2026, 1 week ago
Welcome to my 4th 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!
QR Code ControlNET (mb I don't think it's a model, it's just ref image)
[Reddit] reddit.com/r/StableDiffusion/comments/141hg9x/controlnet_for_qr_code
Safe.ai Statement
[Official Website] safe.ai/statement-on-ai-risk
Andrew Ng Statement
[TW] twitter.com/AndrewYNg/status/1665759430552567810?s=20
SAM-HQ
[Paper] arxiv.org/abs/2306.01567
[Code] github.com/SysCV/SAM-HQ
SAM
[Project Page] segment-anything.com
Potat1 (Open Source Text 2 Video Model)
[HuggingFace] huggingface.co/camenduru/potat1
“Intelligent brains take longer to solve difficult problems”
[Blog] bihealth.org/en/notices/intelligent-brains-take-longer-to-solve-difficult-problems
[Paper] nature.com/articles/s41467-023-38626-y
StyleDrop
[Project Page] styledrop.github.io
AI Chatbot Paper on these attention-seeking LLMs
[Paper] arxiv.org/abs/2303.06135
Japan Government on AI (or AI Art) Training
[TW] twitter.com/noe_emk/status/1664613177106239488?s=20
[Article] technomancers.ai/japan-goes-all-in-copyright-doesnt-apply-to-ai-training/#more-642
[JP Article] pc.watch.impress.co.jp/docs/news/1506018.html
Israel Government on AI (or AI Art) Training
[Article] project-disco.org/intellectual-property/011823-israel-ministry-of-justice-issues-opinion-supporting-the-use-of-copyrighted-works-for-machine-learning
Time Magazine New Cover
[TW] twitter.com/TIME/status/1663939590908985348?s=20
OpenAI's 1mil Grant For Cybersecurity
[Blog] openai.com/blog/openai-cybersecurity-grant-program
Snap Fusion
[HuggingFace] huggingface.co/papers/2306.00980
[Paper] arxiv.org/abs/2306.00980
[Project Page] snap-research.github.io/SnapFusion
Bytes Are All You Need
[Paper] arxiv.org/abs/2306.00238
[Huggface] huggingface.co/papers/2306.00238
OpenAI's Improved Mathematical Reasoning
[Blog] openai.com/research/improving-mathematical-reasoning-with-process-supervision
Redream
[GitHub] github.com/Fictiverse/Redream
GPTFille (GPT File Organization)
[GitHub] github.com/aaronn/gptfile
[TW] twitter.com/localghost/status/1663274587860393984?s=20
Runway Gen2
[TW] twitter.com/runwayml/status/1666429706932043776?s=20
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, Brigham Hall, Kyle Hudson, Kalila, Jef Come, Jvari Williams, Tien Tien
[Discord] discord.gg/NhJZGtH
[Twitter] twitter.com/bycloudai
[Patreon] patreon.com/bycloud
[Profile & Banner Art] twitter.com/pygm7
Chapters:
0:00 Apple's VisionPro
1:07 AI Spongebob
2:04 Interesting PS Generative Fill
2:09 QR Code ControlNET
2:19 White House vs Safe.ai
2:39 Safe.ai vs Andrew Ng
3:09 SAM-HQ
3:45 T2V Potat1
3:57 smart?
4:05 Air Force Fake AI News
4:14 StyleDrop
4:32 Chatbots = Human's Downfall?
5:18 Japan AI Copyright Law (& Israel)
5:42 RIP OpenAI CTO Twitter
5:51 Hey ChatGPT, finish this building...
5:57 Time Magazine New AI Cover
6:02 OpenAI Cybersecurity Grant
6:08 Snap Fusion
6:15 Bytes Are All You Need
6:57 OpenAI Got Better At Maths
7:05 Redream
7:18 GPTFile
7:22 Runway Gen2
7:28 Outro
Welcome to my 4th 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!
QR Code ControlNET (mb I don't think it's a model, it's just ref image)
[Reddit] reddit.com/r/StableDiffusion/comments/141hg9x/controlnet_for_qr_code
Safe.ai Statement
[Official Website] safe.ai/statement-on-ai-risk
Andrew Ng Statement
[TW] twitter.com/AndrewYNg/status/1665759430552567810?s=20
SAM-HQ
[Paper] arxiv.org/abs/2306.01567
[Code] github.com/SysCV/SAM-HQ
SAM
[Project Page] segment-anything.com
Potat1 (Open Source Text 2 Video Model)
[HuggingFace] huggingface.co/camenduru/potat1
“Intelligent brains take longer to solve difficult problems”
[Blog] bihealth.org/en/notices/intelligent-brains-take-longer-to-solve-difficult-problems
[Paper] nature.com/articles/s41467-023-38626-y
StyleDrop
[Project Page] styledrop.github.io
AI Chatbot Paper on these attention-seeking LLMs
[Paper] arxiv.org/abs/2303.06135
Japan Government on AI (or AI Art) Training
[TW] twitter.com/noe_emk/status/1664613177106239488?s=20
[Article] technomancers.ai/japan-goes-all-in-copyright-doesnt-apply-to-ai-training/#more-642
[JP Article] pc.watch.impress.co.jp/docs/news/1506018.html
Israel Government on AI (or AI Art) Training
[Article] project-disco.org/intellectual-property/011823-israel-ministry-of-justice-issues-opinion-supporting-the-use-of-copyrighted-works-for-machine-learning
Time Magazine New Cover
[TW] twitter.com/TIME/status/1663939590908985348?s=20
OpenAI's 1mil Grant For Cybersecurity
[Blog] openai.com/blog/openai-cybersecurity-grant-program
Snap Fusion
[HuggingFace] huggingface.co/papers/2306.00980
[Paper] arxiv.org/abs/2306.00980
[Project Page] snap-research.github.io/SnapFusion
Bytes Are All You Need
[Paper] arxiv.org/abs/2306.00238
[Huggface] huggingface.co/papers/2306.00238
OpenAI's Improved Mathematical Reasoning
[Blog] openai.com/research/improving-mathematical-reasoning-with-process-supervision
Redream
[GitHub] github.com/Fictiverse/Redream
GPTFille (GPT File Organization)
[GitHub] github.com/aaronn/gptfile
[TW] twitter.com/localghost/status/1663274587860393984?s=20
Runway Gen2
[TW] twitter.com/runwayml/status/1666429706932043776?s=20
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, Brigham Hall, Kyle Hudson, Kalila, Jef Come, Jvari Williams, Tien Tien
[Discord] discord.gg/NhJZGtH
[Twitter] twitter.com/bycloudai
[Patreon] patreon.com/bycloud
[Profile & Banner Art] twitter.com/pygm7
Chapters:
0:00 Apple's VisionPro
1:07 AI Spongebob
2:04 Interesting PS Generative Fill
2:09 QR Code ControlNET
2:19 White House vs Safe.ai
2:39 Safe.ai vs Andrew Ng
3:09 SAM-HQ
3:45 T2V Potat1
3:57 smart?
4:05 Air Force Fake AI News
4:14 StyleDrop
4:32 Chatbots = Human's Downfall?
5:18 Japan AI Copyright Law (& Israel)
5:42 RIP OpenAI CTO Twitter
5:51 Hey ChatGPT, finish this building...
5:57 Time Magazine New AI Cover
6:02 OpenAI Cybersecurity Grant
6:08 Snap Fusion
6:15 Bytes Are All You Need
6:57 OpenAI Got Better At Maths
7:05 Redream
7:18 GPTFile
7:22 Runway Gen2
7:28 Outro
![Anti-AI Art Bill Backfires? How C2PA Really Works
The first 1,000 people to use the link will get a 1 month free trial of Skillshare https://skl.sh/bycloud07231
Please keep in mind that this video is to raise the awareness of C2PA and how dumb it is, and not trying to address, attack or criticise artists like Karla Ortiz on what they are doing.
Special thanks to CyberGem to help with this video.
You can check out their Twitter for the latest discoveries or updates on C2PA related topics
https://twitter.com/UltraTerm
C2PA
[Official Website] https://c2pa.org/
[Implementation Details] https://c2pa.org/specifications/specifications/1.3/guidance/Guidance.html
[C2PA Explained Video] https://youtu.be/E9YZze-W5mM
[DARPA Interview] https://youtu.be/dYtJYY9ODwQ?t=3218
Senate Hearing
[YT] https://youtu.be/uoCJun7gkbA
* Note that in the Senate Hearing, they did not explicitly mention C2PA, but refer to the system as Metadata system instead
This video is supported by the kind Patrons & YouTube Members:
🙏Andrew Lescelius, alex j, Chris LeDoux, Alex Maurice, Miguilim, Deagan, 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
[Discord] https://discord.gg/NhJZGtH
[Twitter] https://twitter.com/bycloudai
[Patreon] https://www.patreon.com/bycloud
[Music]
[Profile & Banner Art] https://twitter.com/pygm7 Anti-AI Art Bill Backfires? How C2PA Really Works](https://i.ytimg.com/vi/saqAYgWanwg/mqdefault.jpg)
![Researchers Are Getting Really Creative Training LLMs [Token Order Prediction]
Deploy on Sevalla now and get a free $50 credit!
https://sevalla.com/?utm_source=ByCloud%27s&utm_medium=Referral&utm_campaign=youtube
Meta’s 2024 paper explores Multi-Token Prediction (MTP), where LLMs predict several future tokens at once to improve efficiency and its foresight. With DeepSeek 2024 then proposing it as an auxiliary objective, a cool concept to improve model performance during training. But MTP may not be the ideal AO yet. In this video, Ill be introducing Token Order Prediction (TOP), a softer, auxiliary objective that enhances model performance by learning the relative order of upcoming tokens.
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my project: find, discover & explain AI research semantically
https://findmypapers.ai/
My Patreon
https://www.patreon.com/c/bycloud
Multi-token Prediction
[Paper] https://arxiv.org/abs/2404.19737
Token Order Prediction
[Paper] https://arxiv.org/abs/2508.19228
DeepSeek V3
[Paper] https://arxiv.org/abs/2412.19437v1
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:
🙏Spam Maj, Alex, Chris LeDoux, DX Research Group, Poof N Inu, 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
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[Video Editor] @Booga04
[Ko-fi] https://ko-fi.com/bycloudai Researchers Are Getting Really Creative Training LLMs [Token Order Prediction]](https://i.ytimg.com/vi/sgIB7l6hW3Q/mqdefault.jpg)
![How Distributed Training Will Revive Open Source AI
Whether you want to use Flow irl or implement in your business, check it out here: https://www.speechmatics.com/flow?utm_source=bycloudai&utm_medium=paid-media&utm_campaign=flow-2025&utm_content=youtube
Check out my newsletter:
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Petals: Collaborative Inference and Fine-tuning of Large Models
[Paper] https://arxiv.org/abs/2209.01188
A Preliminary Report on DisTrO
[Paper] https://github.com/NousResearch/DisTrO/blob/main/A_Preliminary_Report_on_DisTrO.pdf
[Training Monitor] https://distro.nousresearch.com/
INTELLECT-1
[Website] https://app.primeintellect.ai/intelligence
DiLoCo: Distributed Low-Communication Training of Language Models
[Paper] https://arxiv.org/abs/2311.08105
Open DiLoCo
[Paper] https://arxiv.org/abs/2407.07852
[Code] https://github.com/PrimeIntellect-ai/OpenDiLoCo
DeMo
[Paper] https://arxiv.org/abs/2411.19870
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, Raffay Rana, 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
[Discord] https://discord.gg/NhJZGtH
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[Music] Massobeats - floral
[Music] Massobeats - daydream
[Profile & Banner Art] https://twitter.com/pygm7
[Video Editor] Silas
[3D Animation] @F_E_U
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[Ko-fi] https://ko-fi.com/bycloudai How Distributed Training Will Revive Open Source AI](https://i.ytimg.com/vi/t1hz-ppPh90/mqdefault.jpg)
![The 10 Most Cited AI Research Papers of 2024
Check out HubSpots FREE AI Prompt Library Now! https://clickhubspot.com/h14h
In this video, I will be going through (more than) 10 research papers in the field of AI/ML with the most citations in the year 2024.
My AI papers newsletter
https://mail.bycloud.ai/
Check out my Patreon for the full list
https://www.patreon.com/c/bycloud
https://www.patreon.com/posts/most-cited-full-117965909
Llama-3: https://arxiv.org/abs/2407.21783v2
MoE: https://arxiv.org/abs/2401.04088v1
Gemma: https://arxiv.org/abs/2403.08295v4
VisionMamba: https://arxiv.org/abs/2401.09417v2
Gemini 1.5: https://arxiv.org/abs/2403.05530v4
Phi-3: https://arxiv.org/abs/2404.14219v4
Qwen-2: https://arxiv.org/abs/2407.10671v4
KAN: https://arxiv.org/abs/2404.19756v4
LLM survey: https://arxiv.org/abs/2402.06196v2
Deepseek-coder: https://arxiv.org/abs/2401.14196v2
LLM survey: https://arxiv.org/abs/2402.06196v2
Gemma: https://arxiv.org/abs/2403.08295v4
Phi-3: https://arxiv.org/abs/2404.14219v4
ICL: https://arxiv.org/abs/2405.19592v1
LLM for code gen survey: https://arxiv.org/abs/2406.00515v1
Llama-3: https://arxiv.org/abs/2407.21783v2
Gemma 2: https://arxiv.org/abs/2408.00118v3
Qwen-2-VL: https://arxiv.org/abs/2409.12191v2
GSM-Symbolic: https://arxiv.org/abs/2410.05229
Moshi: https://kyutai.org/Moshi.pdf
Mamba: https://arxiv.org/abs/2312.00752
Chatbot Arena: https://arxiv.org/abs/2403.04132
Self-Rewarding Language Models: https://arxiv.org/abs/2401.10020
Yi: https://arxiv.org/abs/2403.04652
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, Raffay Rana, Thomas Lin, Sid_Cypher, Mark Buckler, Kevin Tai, NO U, Gonzalo Fidalgo, Igor Alvarez
[Discord] https://discord.gg/NhJZGtH
[Twitter] https://twitter.com/bycloudai
[Patreon] https://www.patreon.com/bycloud
[Music] massobeats - honey jam
[Profile & Banner Art] https://twitter.com/pygm7
[Video Editor] @Booga04
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[Ko-fi] https://ko-fi.com/bycloudai The 10 Most Cited AI Research Papers of 2024](https://i.ytimg.com/vi/tF-SBS5PuQY/mqdefault.jpg)
![The Side Effects of Overusing ChatGPT For Homework
Master AI agents now using HubSpots FREE resource! https://clickhubspot.com/3a9164
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
Your Brain on ChatGPT: Accumulation of Cognitive Debt when Using an AI Assistant for Essay Writing Task
[Paper] https://alphaxiv.org/abs/2506.08872
[Project Page] https://www.brainonllm.com/
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
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[Video Editor] @Booga04
[Ko-fi] https://ko-fi.com/bycloudai The Side Effects of Overusing ChatGPT For Homework](https://i.ytimg.com/vi/uKqKTyFo4iU/mqdefault.jpg)
![This Free Image AI Is Gonna Break the Internet
To try everything Brilliant has to offer—free—for a full 30 days, visit https://brilliant.org/bycloud . You’ll also get 20% off an annual premium subscription.
With Black Forest Labs Flux.1 Suite being also added to Grok-2 in X/Twitter, I think AI image generation is about to get to REAL mainstream with how insane the quality it creates. Maybe next time Ill talk about how images are combined in video generators to bring the level of AI visual trickery even higher.
This video was sponsored by Brilliant
Special thanks to neggles for helping this video
check out my newsletter:
https://mail.bycloud.ai
Black Forest Labs
[Website] https://blackforestlabs.ai/
[Flux GitHub] https://github.com/black-forest-labs/flux
Flux.1
[Flux.1 Dev Huggingface] https://huggingface.co/black-forest-labs/FLUX.1-dev
[Flux.1 Schnell Huggingface] https://huggingface.co/black-forest-labs/FLUX.1-schnell
[Flux.1 Pro Fal.ai] https://fal.ai/models/fal-ai/flux-pro
[Flux.1 Pro Replicate] https://replicate.com/black-forest-labs/flux-pro
Other Sauces
[Latent Diffusion Paper] https://arxiv.org/abs/2112.10752
[Stable Diffusion 3 Paper] https://arxiv.org/abs/2403.03206
[Diffusion Transformer Paper] https://arxiv.org/abs/2212.09748
[ComfyUI] https://github.com/comfyanonymous/ComfyUI
[SwarmUI] https://github.com/mcmonkeyprojects/SwarmUI
[ControlNET Canny] https://huggingface.co/XLabs-AI/flux-controlnet-canny
[ControlNET Alphas] https://huggingface.co/InstantX/FLUX.1-dev-Controlnet-Union-alpha
[Img2Img @NerdyRodent] https://youtu.be/4d5zIBNuMRA
[Flux.1 Inpaint] https://huggingface.co/spaces/SkalskiP/FLUX.1-inpaint
[Fluxs Arch Diagram] https://x.com/nrehiew_/status/1820404554795802684
[SimpleTuner] https://github.com/bghira/SimpleTuner
[Flux-realism LoRA] https://huggingface.co/XLabs-AI/flux-RealismLora
[XLab] https://github.com/XLabs-AI/x-flux-comfyui
[IKEA LoRA] https://x.com/ostrisai/status/1820462674230059328
[Fluxs LoRA on Fal] https://fal.ai/models/fal-ai/flux-lora-general-training
[Fluxs LoRA on Replicate] https://replicate.com/lucataco/ai-toolkit/train
[@mreflow LoRA example] https://x.com/mreflow/status/1823238405599473763
[Running 12GB VRAM] https://www.reddit.com/r/StableDiffusion/comments/1ehqr4r/you_can_run_flux_on_12gb_vram/?utm_source=share&utm_medium=web3x&utm_name=web3xcss&utm_term=1&utm_content=share_button
[Running 4GB VRAM] https://www.reddit.com/r/StableDiffusion/comments/1ek6hsj/flux1dev_on_a_laptop_rtx_3050_4_gb_vram_16_gb_ram/?utm_source=share&utm_medium=web3x&utm_name=web3xcss&utm_term=1&utm_content=share_button
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, 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
[Discord] https://discord.gg/NhJZGtH
[Twitter] https://twitter.com/bycloudai
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[Music] Massobeats - Glisten
[Profile & Banner Art] https://twitter.com/pygm7
[Video Editor] @Askejm This Free Image AI Is Gonna Break the Internet](https://i.ytimg.com/vi/uNjoZ5423tE/mqdefault.jpg)
![If AIs So Good, Why Cant It Make Its Own Data? [SEAL]
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Can a neural network write its own data and skyrocket past GPT-4? In todays video, we dissect the brand-new “Self-Adapting Language Models” paper (SEAL), where an LLM fabricates synthetic data, tunes LoRA adapters, and after just two rounds, outperforms much larger models on SQuAD and ARC.
Self-Adapting Language Models
[Paper] https://arxiv.org/abs/2506.10943
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my project: find, discover & explain AI research semantically
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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
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[Video Editor] Abhay
[Ko-fi] https://ko-fi.com/bycloudai If AIs So Good, Why Cant It Make Its Own Data? [SEAL]](https://i.ytimg.com/vi/uOO02o4J5KU/mqdefault.jpg)
![New AI Meta: Train LLMs To Explore On Hard Tokens [RLVR + Entropy]
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In this video, I will be sharing how researchers train LLMs to explore during RL to improve performance via entropy.
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my project: find, discover & explain AI research semantically
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Beyond the 80/20 Rule
[Paper] https://arxiv.org/abs/2506.01939
Reasoning with Exploration
[Paper] https://arxiv.org/abs/2506.14758
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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
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[Video Editor] @Booga04
[Ko-fi] https://ko-fi.com/bycloudai New AI Meta: Train LLMs To Explore On Hard Tokens [RLVR + Entropy]](https://i.ytimg.com/vi/uOrJUksvIhs/mqdefault.jpg)
![The Secrets Behind Voice Cloning & AI Covers
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Have you ever wondered how are AI covers made? How are presidents playing overwatch together? Well in this video youll find out all of the details about AI generated voice, AI voice cloning or voice deepfake that is literally everywhere on the internet right now. From memes to AI covers, AI voice synthesis has become the spotlight without people knowing what and how it is being done. In this video, Ill cover the basics of how AI voice works and how people are using this technology to do things that you have seen.
Special thanks:
- Synthetic Voices
- JustinJohn
- and my editor Askejm
Online Services
[Uberduck] https://uberduck.ai/
[Fakeyou] https://fakeyou.com/
[ElevenLabs] https://elevenlabs.io/
Local UIs
[Tacotron2] https://github.com/BenAAndrew/Voice-Cloning-App
[Tacotron2 Tutorial] https://www.youtube.com/playlist?list=PLk5I7EvFL13GjBIDorh5yE1SaPGRG-i2l
[Ultimate Voice Remover 5] https://github.com/Anjok07/ultimatevocalremovergui
[TorToiSe] https://git.ecker.tech/mrq/ai-voice-cloning
[TorToiSe Tutorial] https://youtu.be/6sTsqSQYIzs
[so-vits-svc 4.0] https://github.com/voicepaw/so-vits-svc-fork
[so-vits-svc 4.0 Tutorial] https://youtu.be/tZn0lcGO5OQ
[so-vits-svc 5.0 (NEW)] https://github.com/PlayVoice/so-vits-svc-5.0
[RVC] https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI
[RVC Tutorial] https://youtu.be/hB7zFyP99CY
This video is supported by the kind Patrons & YouTube Members:
🙏Andrew Lescelius, alex j, Chris LeDoux, Alex Maurice, Miguilim, Deagan, FiFaŁ, 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
[Discord] https://discord.gg/NhJZGtH
[Twitter] https://twitter.com/bycloudai
[Patreon] https://www.patreon.com/bycloud
[Music] massobeats - lotus
[Profile & Banner Art] https://twitter.com/pygm7
[Video Editor] @askejm
0:00 Intro
2:06 Text-to-Speech AI backbones
3:38 Vocoder AI backbones
4:54 Voice2Voice AI backbones
7:51 TalkNET
8:10 Online services
10:42 Local UIs
11:46 Ultimate Combo?!
13:14 TorToiSe + RVC vs ElevenLabs Pro voice
15:29 Sponsor & Outro The Secrets Behind Voice Cloning & AI Covers](https://i.ytimg.com/vi/vhArHsfsLAQ/mqdefault.jpg)
![How DeepSeek Built The Current Best Math Prover AI
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my project: find, discover & explain AI research semantically
https://findmypapers.ai/
My Patreon
https://www.patreon.com/c/bycloud
DeepSeek-Prover-V2
[Paper] https://arxiv.org/abs/2504.21801
[V3 report] https://arxiv.org/abs/2412.19437
Kimina Prover
[Paper] https://arxiv.org/abs/2504.11354
Putnam Bench
[Question ex] https://prase.cz/kalva/putnam.html
USAMO & AIME bench
[Math Arena Leaderboard] https://matharena.ai/
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This video is supported by the kind Patrons & YouTube Members:
🙏 Chris LeDoux, Ben Shaener, DX Research Group, Poof N Inu, Deagan, Robert Zawiasa, 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
[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 How DeepSeek Built The Current Best Math Prover AI](https://i.ytimg.com/vi/vhXDKif9mPU/mqdefault.jpg)
![How ChatGPT Cheaps Out Over Time
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What is model distillation? Well today I will explain the concept and how it is applied to make SoTA cheaper for people to access. Model with names like Turbo, fast, lightning, are usually processed with distillation. It can also be used in some other interesting aspects, eg. step distillation or hide your model structures.
Special thanks to Cross Product & Neggles for helping with this video
This video is supported by the kind Patrons & YouTube Members:
🙏Andrew Lescelius, alex j, Chris LeDoux, Alex Maurice, Miguilim, Deagan, FiFaŁ, Robert Zawiasa, 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
[Discord] https://discord.gg/NhJZGtH
[Twitter] https://twitter.com/bycloudai
[Patreon] https://www.patreon.com/bycloud
[Music] Massobeats - daydream
[Profile & Banner Art] https://twitter.com/pygm7
[Video Editor] @Askejm How ChatGPT Cheaps Out Over Time](https://i.ytimg.com/vi/vyJy-0zBSQ0/mqdefault.jpg)