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Dr. Jeff Beck

๐Ÿ‘ค Speaker
455 total appearances

Appearances Over Time

Podcast Appearances

Machine Learning Street Talk (MLST)
VAEs Are Energy-Based Models? [Dr. Jeff Beck]

Now, 100 years from now, who knows?

Machine Learning Street Talk (MLST)
VAEs Are Energy-Based Models? [Dr. Jeff Beck]

What will the value of work be if the AIs can do everything and there's nothing left for us to do?

Machine Learning Street Talk (MLST)
VAEs Are Energy-Based Models? [Dr. Jeff Beck]

I don't think that it will ever be the case that the AIs can do everything.

Machine Learning Street Talk (MLST)
VAEs Are Energy-Based Models? [Dr. Jeff Beck]

Like I said, the future I worry about is one where the sole role of people is sitting around making sure the AIs aren't going rogue and things like that, which I don't consider a good outcome.

Machine Learning Street Talk (MLST)
VAEs Are Energy-Based Models? [Dr. Jeff Beck]

I would really like to see human improvement.

Machine Learning Street Talk (MLST)
VAEs Are Energy-Based Models? [Dr. Jeff Beck]

I envision a future of, I don't know, this is like...

Machine Learning Street Talk (MLST)
VAEs Are Energy-Based Models? [Dr. Jeff Beck]

cybernetic transhumanism if i'm going to go sci-fi on this right where where you know the technology and us evolve together in a way that's beneficial for both that's the goal um you know are there these dystopic possibilities where like oh well what are humans in a world where well what are they what are what are humans in a world where everything can be done by a robot

Machine Learning Street Talk (MLST)
VAEs Are Energy-Based Models? [Dr. Jeff Beck]

You know, that's a good question.

Machine Learning Street Talk (MLST)
VAEs Are Energy-Based Models? [Dr. Jeff Beck]

And at the end of the day, right, they end up just becoming like reward function selectors, right?

Machine Learning Street Talk (MLST)
VAEs Are Energy-Based Models? [Dr. Jeff Beck]

They end up just sort of saying, oh, I don't like this and I do like that.

Machine Learning Street Talk (MLST)
VAEs Are Energy-Based Models? [Dr. Jeff Beck]

And they're basically, you know, I mean, you end up with another nightmare scenario.

Machine Learning Street Talk (MLST)
VAEs Are Energy-Based Models? [Dr. Jeff Beck]

I don't like talking about these dystopian futures because honestly, I think people are too clever.

Machine Learning Street Talk (MLST)
VAEs Are Energy-Based Models? [Dr. Jeff Beck]

And I think people are too motivated and people are too interested in how the world really works.

Machine Learning Street Talk (MLST)
VAEs Are Energy-Based Models? [Dr. Jeff Beck]

And people are too interested in actually understanding things that they will never stop, that AI will become a partner, not an adversary or a crutch.

Machine Learning Street Talk (MLST)
VAEs Are Energy-Based Models? [Dr. Jeff Beck]

And that's what I think will happen.

Machine Learning Street Talk (MLST)
VAEs Are Energy-Based Models? [Dr. Jeff Beck]

But that's a statement more about my belief about humans than it is about my belief about the development of AI.

Machine Learning Street Talk (MLST)
VAEs Are Energy-Based Models? [Dr. Jeff Beck]

I am a techno-optimist, if you will, not a pessimist.

Machine Learning Street Talk (MLST)
VAEs Are Energy-Based Models? [Dr. Jeff Beck]

I believe that we will find a way to adapt to an ever-changing world as we have done for millions of years, including one that includes technology that alleviates most of our labors.

Machine Learning Street Talk (MLST)
VAEs Are Energy-Based Models? [Dr. Jeff Beck]

We are now well outside my area of expertise, so I'm just going to say that before I say anything else.

Machine Learning Street Talk (MLST)
VAEs Are Energy-Based Models? [Dr. Jeff Beck]

AI is developing very quickly, but I am much more concerned about what people will do with the new technology than I am with what the technology will do all by itself.