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This is true in all endeavors. There will always be leaders who get the majority of credit and grunts who do most of the actual work and don't get any. See a cool building? The architect gets all the credit but the people who actually built it get none.



This is why I'm happy most of all the iterative improvement and breakthroughs in ML are happening at research labs, public or private. When papers get published, you usually know who contributed to the endeavor.


I'm curious how you would even know? If Google is making ML breakthroughs, I think it's quite obvious they won't be immediately publishing them if they are actually commercially useful.


On the contrary, Google has a very large number of publications every year at top AI conferences.


Right, but I'm saying once they actually hit commercially useful breakthroughs (e.g. AI game changer/black swan) they certainly won't be sharing them any longer.

Or put another way, they could currently be holding back 90% of their current research and only releasing 10%.

I'm not saying that is the case, it's just I think private research into some fields is much more opaque than folks (myself) realize. Relying on Google (or any other private company) to publish findings is likely not a path for long-term success.


Yeah and that's fine.. hedge funds do this all the time too. You trade name recognition for money.


Yeah, that one always gets me too, because it is so universal and so natural for the bigshot architect to proudly say "I built that," and never once acknowledge any of the guys who risked, and sometimes even gave, their lives actually building it. It's one of the last bastions of such unchallenged arrogance.




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