Uploaded June 2024 | Updated September 2026, 1 week ago
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What does Plato have to do with AI? Today we will take a fascinating dive into the world of representation spaces.
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Platonic Representation Hypothesis
[Paper] arxiv.org/pdf/2405.07987
[Project Page] phillipi.github.io/prh
[Code] github.com/minyoungg/platonic-rep
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, Hector, Drexon, Claxvii 177th, Inferencer, Michael Brenner, Akkusativ, Oleg Wock, FantomBloth
[Discord] discord.gg/NhJZGtH
[Twitter] twitter.com/bycloudai
[Patreon] patreon.com/bycloud
[Music] massobeats - gingersweet
[Profile & Banner Art] twitter.com/pygm7
[Video Editor] Silas
Revolutionize your job search process with HubSpot's Free Resources: clickhubspot.com/wyt
What does Plato have to do with AI? Today we will take a fascinating dive into the world of representation spaces.
[Newsletter] mail.bycloud.ai
Platonic Representation Hypothesis
[Paper] arxiv.org/pdf/2405.07987
[Project Page] phillipi.github.io/prh
[Code] github.com/minyoungg/platonic-rep
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, Hector, Drexon, Claxvii 177th, Inferencer, Michael Brenner, Akkusativ, Oleg Wock, FantomBloth
[Discord] discord.gg/NhJZGtH
[Twitter] twitter.com/bycloudai
[Patreon] patreon.com/bycloud
[Music] massobeats - gingersweet
[Profile & Banner Art] twitter.com/pygm7
[Video Editor] Silas
![We had Image Gen copying LLM... and now the REVERSE?? [DiffusionLM]](https://i.ytimg.com/vi/yXHSPzHfe1s/mqdefault.jpg "We had Image Gen copying LLM... and now the REVERSE?? [DiffusionLM]
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In 2023, image generation adopted LLMs transformer architecture to improve generation quality. Now, in 2024, the Diffusion Language Model, also known as DiffusionLM, is taking a step towards using diffusion for language modeling. Look how the turn tables...
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Check out my Patreon for the latest diffusionLM papers mapped out
https://www.patreon.com/bycloud
Structured Denoising Diffusion Models in Discrete State-Spaces
[Paper] https://arxiv.org/abs/2107.03006
Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution
[Paper] https://arxiv.org/abs/2310.16834
Scaling up Masked Diffusion Models on Text
[Paper] https://arxiv.org/abs/2410.18514
Discrete Diffusion for Complex Reasoning and Planning
[Paper] https://arxiv.org/abs/2410.14157
Simplified and Generalized Masked Diffusion for Discrete Data
[Paper] https://arxiv.org/abs/2406.04329
Speculative Diffusion Decoding
[Paper] https://arxiv.org/abs/2408.05636
Energy-Based Diffusion Language Models for Text Generation
[Paper] https://arxiv.org/abs/2410.21357
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
[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
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![VR + LLM = IRL Cheat? [The AI Timeline #5]](https://i.ytimg.com/vi/zc2Xm-mv8OY/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")
![5 WAYS To Get Started With AI ART [Beginners Guide 2023]](https://i.ytimg.com/vi/zxnXpSfoXhQ/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!!")
