that&#x27;s only 12 sandboxes per core

380.000 concurrent sandboxes on 160 Epyc based server nodes. Crazy stuff

Even without that particularly special case, high-energy physics collaborations have long since broken the idea of authors. There are now many collaborations with hundreds of authors publishing regularly and quite a few that are into the thousands.

This one [0] about the Higgs boson is hard to beat. Pages 25-32 are just full of around 5150 „authors“, pages 33-37 are their affilliations.[0] <a href="https:&#x2F;&#x2F;arxiv.org&#x2F;abs&#x2F;1207.7214" rel="nofollow">https:&#x2F;&#x2F;arxiv.org&#x2F;abs&#x2F;1207.7214</a>

how do you even keep up with the amount of research coming out these days

Will admit that I haven’t read it yet, just saw the crazy number of authors and think this may compete for one of the papers with the most authors.

Yeah if they had the resources of an OpenAI or anthropic they’d be OpenAI or Anthropic. Scrappy underdogs have to be nimble and innovative.

Possibly relevant: 突破技术壁垒, &quot;break the technical barricade&quot; -&gt; overcome an obstacle through innovation (in this case, sub SOTA GPUs at least).Native Chinese speakers to confirm....

Food for thought: Constraints are the source of creativity.

Short term they might have less compute, but long term they will most definitely have more compute. They don&#x27;t have to worry about energy, they don&#x27;t have to worry about people blocking them building data centers the only thing stopping them is there no Chinese manufacturer that can produce a chip as good as Nvidia but I would bet that solved in a year or so.

Sure, but we’ll never know what they do or if it is innovate because we won’t know what they do.

Just because other companies don&#x27;t write papers about what they do doesn&#x27;t mean they aren&#x27;t innovative...

&quot;Necessity is the mother of invention.&quot;Not sure they&#x27;d be the same without the constraints.

Is there a lab more innovative than DeepSeek? Imagine if they had the same compute resources that Anthropic and OpenAI have.

DeepSeek Elastic Compute (DSec)