DeepSeek was a wakeup call for the U.S. AI Industry, and more importantly, all the people pumping Billions of dollars into it, hoping they'll make their money back.

Now what?

NOTE: I spend 48 seconds (152 words) of this 20+ minute video giving an oversimplified version of DeepSeek internals that I said was oversimplified. I kinda now wish I hadn't at all, because a bunch of people are nitpicking it. If you are looking for approachable DeepSeek inner workings, see this video from Dr Mike Pound @Computerphile :    • DeepSeek is a Game Changer for AI - Comput...  

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00:00 Intro
01:43 The seven things currently in play
03:29 Channel Intro and Note
04:03 What to take away from this video
04:51 The BIG question
05:21 My take
08:20 The forces at work here
09:05 One of three things will happen
11:16 Where does DeepSeek fit in?
11:37 REALLY OVERSIMPLIFYING "MoE" and "Distillation"
12:23 DeepSeek's Costs (& Controversy)
13:12 Why didn't the U.S. folks build a DeepSeek?
14:09 The practical question: what now?
17:01 Open questions too early to answer
17:39 What should software devs focus on?
19:13 What if that sounds exhausting to you?
20:07 Wrap-up

Corrections:
11:37 REALLY Oversimplified. This is not a DeepSeek Explainer Video.
11:53 AGAIN: REALLY Oversimplified

Reverences:
Failed Project to map the human brain
www.technologyreview.com/2021/08/25/1032133/big-sc…

Video from ‪@NobodySpecialFinance‬ on GPUs in China:
   • DeepSeek Exposes Nvidia's Dirty Secret: Il...