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DeepSeek Just Added Parameters Where There Were None

2026-02-17 Science & Technology
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Stop scraping manually and check out SerpAPI now! https://serpapi.link/bycloud-feb-2026 So what in the world did DeepSeek publish? This "Hyper Connections" paper probably confused more people than it should. But under the hood, it is a fairly simple idea that everyone can easily follow! So in this video, let me break it down for you. my latest project: Intuitive AI Academy https://intuitiveai.academy/ limited time code "NYNM" for 50% off yearly forever (9 spots left!) 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 Sources... (ByteDance) Hyper Connections [Paper] https://arxiv.org/abs/2409.19606 (DeepSeek) mHC: Manifold-Constrained Hyper-Connections [Paper] https://arxiv.org/abs/2512.24880 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, Lame Plane, Matej Macak [Discord] https://discord.gg/NhJZGtH [Twitter] https://twitter.com/bycloudai [Patreon] https://www.patreon.com/bycloud [Business Inquiries] [email protected] [Music] @IraStoria [Profile & Banner Art] https://twitter.com/pygm7 [Video Editor] @Booga04 [Ko-fi] https://ko-fi.com/bycloudai

Top Comments (10)

@raydosson2025 2026-02-17

Not to brag, but I understood some of those words 😎

698 18 replies
@AhnafAbdullah 2026-02-17

OpenAI: DeepSeek is stealing from us!!!1 DeepSeek:

334 22 replies
@londonl.5892 2026-02-17

As a PhD student working with LLMs, these sorts of explanations are such a time-saver! Thank you!

305 6 replies
@Space_nachos 2026-02-17

deepseek being the GOAT once again...

250 8 replies
@MacroSlop 2026-02-17

Slowly realizing that maybe... just maybe... I aint cut out for this lol

209 4 replies
@sillyWiseman 2026-02-17

Watching this in 0.25x

129 5 replies
@simeonnnnn 2026-02-17

9:21 But above all else, please remember that Synchorn Knopp takes the hyper connection residual mixing matrix, and does an entropic projection onto the Berkhoff polytope and turns it into a doubly stochastic matrix to prevent the hyper connection from exploding.

105 6 replies
@kaikapioka9711 2026-02-17

AND THEN, DEEPSEEK SAID: "LET THERE BE PARAMETERS 🌅"

60 2 replies
@JorgetePanete 2026-02-17

OpenAI is putting the Deep in DeepSeek with this. Huh? **flips paper** Right, DeepSeek is putting the Open in OpenAI with this.

57 1 replies
@rmt3589 2026-02-18

Amazing video! Reminds me of the time before GPT-3, where the actual structure was still being innovated on instead of just pumping in compute.

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