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DeepSeek - what's the lowdown?

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Easy-X
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PostPosted: 07:41 - 28 Jan 2025    Post subject: DeepSeek - what's the lowdown? Reply with quote

tl;dr DeepSeek is comparable to on-the-market AIs but required a significantly smaller pool of hardware resources to create. Stock market pooped itself.


In the news is a Chinese-made AI upstart that's wiped 17% off the tech stocks Shocked Really that means tech company stock prices generally are down with AI-focused companies down a lot (e.g. NVidia).

If there isn't some sort of fiddle going on, the brains behind DeepSeek have taken mediocre "export grade" NVidia hardware and spun the sort of AI gold that would require to 4x to 10x the hardware grunt in the US. It's done by exploiting various communication interconnects to speed up the process. These "software cheats" are very specific to current day hardware but may inform AI architecture design in the future. In other words, this is only the first step in making AIs more efficient so hopefully the world won't burn down from all the heat generated by new datacentres!

In the short term, all the hardware the Big Boys were saying ppl needed has been completely disrupted. That being said, DeepSeek's improvements might be leveraged on all sorts of setups, it's not like you have to throw all your kit in the bin but maybe future purchases will be scaled back. Maybe. And "maybe" is enough for the stock market to have a wobble.

The interesting part is all of DeepSeek's work on their latest AI model has been published in scientific papers and the source code is available on GitHub (bet those lads are busy today!) Anyone with Big Iron to spare - your Googles, Amazons and Microsofts - should be able to replicate the work and, as they have better hardware than the Chinese, give us an answer in 3 ~ 6 months whether DeepSeek is a massive stride in efficiency and by how much.

Note: while the source code for the AI is available I don't know whether you can say the same about the app. I don't think I'll rush to download it on my phone, thank you.
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MarJay
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PostPosted: 07:52 - 28 Jan 2025    Post subject: Reply with quote

My gut says smoke and mirrors but it is possible they've made a breakthrough? Or maybe their code is lacking all the "Don't threaten to murder all humans" code?
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Easy-X
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PostPosted: 09:30 - 28 Jan 2025    Post subject: Reply with quote

MarJay wrote:
My gut says smoke and mirrors but it is possible they've made a breakthrough? Or maybe their code is lacking all the "Don't threaten to murder all humans" code?


A quick scan of the paper suggests they've leveraged some new or overlooked techniques to get various nodes to communicate during the learning process. In non-technical terms, it can walk and chew gum at the same time. How much that speeds up the process? Don't know.

There's also some evidence of remnants of other AIs in some of its output so they've trained it or refined it based on other LLMs which isn't cheating per se but does fall into the common AI trap of "garbage in, garbage out".

Oh, and "Don't threaten to murder all humans" has been changed to "Don't threaten the narratives of the CCP" so nothing to worry about there Wink
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stinkwheel
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PostPosted: 12:55 - 28 Jan 2025    Post subject: Reply with quote

In B4 the "AI" turns out to be a sweatshop full of people sat at keyboards.

Like the one that controlled those amazon shops that supposedly tracked what you put in your bag and debited your account automatically as you left- but turned out to be Indian sweatshop workers watching you on CCTV (amazon still deny this was the case).
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Easy-X
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PostPosted: 21:04 - 29 Jan 2025    Post subject: Reply with quote

Apparently India is not far behind. Their new AI will be called "Deep Sikh" Smile
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Nobby the Bastard
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PostPosted: 21:10 - 29 Jan 2025    Post subject: Reply with quote

Easy-X wrote:
Apparently India is not far behind. Their new AI will be called "Deep Sikh" Smile


I though the majority hindi government was trying to eradicate anything sikh. The hit in Canada seems to indicate so.
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Polarbear
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PostPosted: 21:43 - 29 Jan 2025    Post subject: Reply with quote

stinkwheel wrote:
In B4 the "AI" turns out to be a sweatshop full of people sat at keyboards.

Like the one that controlled those amazon shops that supposedly tracked what you put in your bag and debited your account automatically as you left- but turned out to be Indian sweatshop workers watching you on CCTV (amazon still deny this was the case).


Is that really true? Shocked
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stinkwheel
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PostPosted: 22:55 - 29 Jan 2025    Post subject: Reply with quote

Polarbear wrote:


Is that really true? Shocked


It was widely reported and strenuously denied. Then almost immediately after most of the shops were closed because they said it wasn't what people wanted. Pick your own truth, it's the modern way.

If the amazon search algorithm is anything to go by, I find it highly believable. I tried to buy ipone strawberry 2-stroke oil on amazon today. I know they list it but if you search for ipone, it will only show you mobile phones. At that point I decided I couldn't be arsed modifying a unique search term their A"I" has obviously decided I mistyped and bought some on ebay.
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doggone
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PostPosted: 12:35 - 30 Jan 2025    Post subject: Reply with quote

The chinese way has generally been to copy work done elsewhere and do it cheaper by cutting some corners and paying sweatshop wages - but they have become an innovative tech hotbed. For example look at DJI totally mastered drones and gimbals now poised to take over camera market with cheaper and better devices.
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