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Gary Sutton

πŸ‘€ Speaker
638 total appearances

Appearances Over Time

Podcast Appearances

Digital Social Hour
The Project Management Problem Nobody Talks About... | Gary Sutton | DSH #2013

And even if you want to count Thomas Bayes and conditional probabilities centuries ago.

Digital Social Hour
The Project Management Problem Nobody Talks About... | Gary Sutton | DSH #2013

So AI is empowered by, from an algorithm perspective, it's not powered by anything new.

Digital Social Hour
The Project Management Problem Nobody Talks About... | Gary Sutton | DSH #2013

It's using algorithms that were developed many, many years ago by originators who had no idea how their creations would eventually be used or used in this way.

Digital Social Hour
The Project Management Problem Nobody Talks About... | Gary Sutton | DSH #2013

That's half of it.

Digital Social Hour
The Project Management Problem Nobody Talks About... | Gary Sutton | DSH #2013

The other half is, yeah, those same algorithms are being applied at scale thanks to engineering breakthroughs.

Digital Social Hour
The Project Management Problem Nobody Talks About... | Gary Sutton | DSH #2013

OpenAI demonstrated just a few years ago that you can have more predictive models by training your models on larger data sets and throwing computing power to be able to churn through that data effectively and efficiently.

Digital Social Hour
The Project Management Problem Nobody Talks About... | Gary Sutton | DSH #2013

So I like to think of it as brain power versus processing power.

Digital Social Hour
The Project Management Problem Nobody Talks About... | Gary Sutton | DSH #2013

Yeah.

Digital Social Hour
The Project Management Problem Nobody Talks About... | Gary Sutton | DSH #2013

It's...

Digital Social Hour
The Project Management Problem Nobody Talks About... | Gary Sutton | DSH #2013

So it's not the brainpower that is further powering modern AI.

Digital Social Hour
The Project Management Problem Nobody Talks About... | Gary Sutton | DSH #2013

It's really the old brainpower, I guess.

Digital Social Hour
The Project Management Problem Nobody Talks About... | Gary Sutton | DSH #2013

The old algorithms with the processing power, which is why you've got these massive data centers that are being constructed.

Digital Social Hour
The Project Management Problem Nobody Talks About... | Gary Sutton | DSH #2013

Well, it goes back to the findings from OpenAI.

Digital Social Hour
The Project Management Problem Nobody Talks About... | Gary Sutton | DSH #2013

It's not to get better performing models.

Digital Social Hour
The Project Management Problem Nobody Talks About... | Gary Sutton | DSH #2013

It's not uncovering other algorithms or generating new ones.

Digital Social Hour
The Project Management Problem Nobody Talks About... | Gary Sutton | DSH #2013

It's using the same algorithms, but now applying them at a much, much larger scale.

Digital Social Hour
The Project Management Problem Nobody Talks About... | Gary Sutton | DSH #2013

So train them on larger data sets, so larger volumes of data, more parameters, more processing power, more hardware to churn through that data.

Digital Social Hour
The Project Management Problem Nobody Talks About... | Gary Sutton | DSH #2013

that's really where you get the performance differences and the performance gains.

Digital Social Hour
The Project Management Problem Nobody Talks About... | Gary Sutton | DSH #2013

So that's why I say it's more processing power than brain power because we're just throwing more hardware at it.

Digital Social Hour
The Project Management Problem Nobody Talks About... | Gary Sutton | DSH #2013

But there's value in doing that.