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bartturner t1_jcet1m2 wrote

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existential_one t1_jcgtu4h wrote

I think the culture of publishing has been dying and people will think OpenAI was the one to trigger it, but in reality other companies already started restricting publications. Deepmind being the biggest one.

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bartturner t1_jcgu47z wrote

Love how much DeepMind shares with the papers. Same with Google Brain.

To me the issue is OpenAI. What makes it worse is they use breakthroughs from DeepMind, Google Brain and others and then do not share.

We call them filtches

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existential_one t1_jcgur9j wrote

I agree, but what I'm saying is that Deepmind is gonna stop publishing their good stuff. And it's not because of OpenAI.

IMO ml research papers weren't profitable before, and companies benefited for the collective effort, plus to retain talent. But now we're seeing ML models having huge impact on companies and single incremental papers can actually improve the bottom line, so all companies are gonna start closing their doors

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bartturner t1_jcgvl8h wrote

> I agree, but what I'm saying is that Deepmind is gonna stop publishing their good stuff. And it's not because of OpenAI.

I do not believe that will happen. But the behavior of OpenAI does not help.

But Google has been more of a leader than a follower so hopefully the crappy behavior by OpenAI does not change anything.

I think the sharing of the research papers was done for a variety of reasons.

First, I fully agree to keep and retain talent. Which Google understood before others that was going to be critical. Why they were able to get DeepMind for $500 million and that would by easily 20x that today.

But the other reason is data. Nobody has more data than Google and also access to more data.

Google has the most popular web site in history and then the second most popular in addition. Then they also have the most popular operating system in history.

So if everyone had access to the same models it still keeps Google in a better position.

But the other reason is Google touches more people than any other company by a wide margin. Google now has 10 different services with over a billion daily active users.

Then the last reason is their hope that someone would not get something they can not get. I believe Google's goal from day 1 has always been AGI. That is what search has been about since pretty much day 1.

They worry that someone will figure it out in some basement somewhere. Very unlikely. But possible. If they can help drive a culture of sharing then it is far less likely to happen.

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