Yann LeCun

You can plan a path that avoids the obstacle. And then you can send this to a lower-level planner that figures out how to move the legs to kind of follow that trajectory. So that works, but that two-level planning is designed by hand. We specify what the proper levels of abstraction, the representation at each level of abstraction have to be. How do you learn this?

You can plan a path that avoids the obstacle. And then you can send this to a lower-level planner that figures out how to move the legs to kind of follow that trajectory. So that works, but that two-level planning is designed by hand. We specify what the proper levels of abstraction, the representation at each level of abstraction have to be. How do you learn this?

You can plan a path that avoids the obstacle. And then you can send this to a lower-level planner that figures out how to move the legs to kind of follow that trajectory. So that works, but that two-level planning is designed by hand. We specify what the proper levels of abstraction, the representation at each level of abstraction have to be. How do you learn this?

How do you learn that hierarchical representation of action plans? With Cognites and deep learning, we can train the system to learn hierarchical representations of percepts. What is the equivalent when what you're trying to represent are action plans?

How do you learn that hierarchical representation of action plans? With Cognites and deep learning, we can train the system to learn hierarchical representations of percepts. What is the equivalent when what you're trying to represent are action plans?

How do you learn that hierarchical representation of action plans? With Cognites and deep learning, we can train the system to learn hierarchical representations of percepts. What is the equivalent when what you're trying to represent are action plans?

For example.

For example.

For example.

No, but even doing something fairly simple like a household task, like cooking or something.

No, but even doing something fairly simple like a household task, like cooking or something.

No, but even doing something fairly simple like a household task, like cooking or something.

I love that question. We can make humanity smarter with AI. Okay. I mean, AI basically will amplify human intelligence. It's as if every one of us will have a staff of smart AI assistants. They might be smarter than us. They'll do our bidding. perhaps execute tasks in ways that are much better than we could do ourselves because they'd be smarter than us.

I love that question. We can make humanity smarter with AI. Okay. I mean, AI basically will amplify human intelligence. It's as if every one of us will have a staff of smart AI assistants. They might be smarter than us. They'll do our bidding. perhaps execute tasks in ways that are much better than we could do ourselves because they'd be smarter than us.

I love that question. We can make humanity smarter with AI. Okay. I mean, AI basically will amplify human intelligence. It's as if every one of us will have a staff of smart AI assistants. They might be smarter than us. They'll do our bidding. perhaps execute tasks in ways that are much better than we could do ourselves because they'd be smarter than us.

And so it's like everyone would be the boss of a staff of super smart virtual people. So we shouldn't feel threatened by this any more than we should feel threatened by being the manager of a group of people, some of whom are more intelligent than us. I certainly have a lot of experience with this, of having people working with me who are smarter than me. That's actually a wonderful thing.

And so it's like everyone would be the boss of a staff of super smart virtual people. So we shouldn't feel threatened by this any more than we should feel threatened by being the manager of a group of people, some of whom are more intelligent than us. I certainly have a lot of experience with this, of having people working with me who are smarter than me. That's actually a wonderful thing.

And so it's like everyone would be the boss of a staff of super smart virtual people. So we shouldn't feel threatened by this any more than we should feel threatened by being the manager of a group of people, some of whom are more intelligent than us. I certainly have a lot of experience with this, of having people working with me who are smarter than me. That's actually a wonderful thing.

So having machines that are smarter than us that assist us in our work, all of our tasks, our daily lives, whether it's professional or personal, I think would be an absolutely wonderful thing. Because intelligence is the most, is the commodity that is most in demand.

So having machines that are smarter than us that assist us in our work, all of our tasks, our daily lives, whether it's professional or personal, I think would be an absolutely wonderful thing. Because intelligence is the most, is the commodity that is most in demand.