Yann LeCun

And so we can do it for really specialized tasks. And the way Boston Dynamics goes about it is basically with a lot of handcrafted dynamical models and careful planning in advance, which is very classical robotics with a lot of innovation, a little bit of perception. But it's still not, they can't build a domestic robot.

And we're still some distance away from completely autonomous level five driving. And we're certainly very far away from having level five autonomous driving by a system that can train itself by driving 20 hours like any 17 year old. So until we have, again, world models, systems that can train themselves to understand how the world works,

And we're still some distance away from completely autonomous level five driving. And we're certainly very far away from having level five autonomous driving by a system that can train itself by driving 20 hours like any 17 year old. So until we have, again, world models, systems that can train themselves to understand how the world works,

And we're still some distance away from completely autonomous level five driving. And we're certainly very far away from having level five autonomous driving by a system that can train itself by driving 20 hours like any 17 year old. So until we have, again, world models, systems that can train themselves to understand how the world works,

uh, we're not going to, we're not going to have significant progress in robotics. So a lot of the people working on robotic hardware at the moment are, are betting or banking on the fact that AI is going to make sufficient progress towards that.

uh, we're not going to, we're not going to have significant progress in robotics. So a lot of the people working on robotic hardware at the moment are, are betting or banking on the fact that AI is going to make sufficient progress towards that.

uh, we're not going to, we're not going to have significant progress in robotics. So a lot of the people working on robotic hardware at the moment are, are betting or banking on the fact that AI is going to make sufficient progress towards that.

I mean, there's, you know, cleaning up, cleaning the house, clearing up the table after a meal, washing the dishes, you know, all those tasks, you know, cooking. I mean, all the tasks that, you know, in principle could be automated, but are actually incredibly sophisticated, really complicated.

I mean, there's, you know, cleaning up, cleaning the house, clearing up the table after a meal, washing the dishes, you know, all those tasks, you know, cooking. I mean, all the tasks that, you know, in principle could be automated, but are actually incredibly sophisticated, really complicated.

I mean, there's, you know, cleaning up, cleaning the house, clearing up the table after a meal, washing the dishes, you know, all those tasks, you know, cooking. I mean, all the tasks that, you know, in principle could be automated, but are actually incredibly sophisticated, really complicated.

That sort of works. Like you can sort of do this now. Navigation is fine.

That sort of works. Like you can sort of do this now. Navigation is fine.

That sort of works. Like you can sort of do this now. Navigation is fine.

Yeah, it's not going to be, you know, necessarily. I mean, we have demos actually because, you know, there is a so-called embodied AI group at FAIR. And, you know, they've been not building their own robots, but using commercial robots. Yeah.

Yeah, it's not going to be, you know, necessarily. I mean, we have demos actually because, you know, there is a so-called embodied AI group at FAIR. And, you know, they've been not building their own robots, but using commercial robots. Yeah.

Yeah, it's not going to be, you know, necessarily. I mean, we have demos actually because, you know, there is a so-called embodied AI group at FAIR. And, you know, they've been not building their own robots, but using commercial robots. Yeah.

And you can tell a robot dog, like, you know, go to the fridge and they can actually open the fridge and they can probably pick up a can in the fridge and stuff like that and bring it to you. So it can navigate, it can grab objects as long as it's been trained to recognize them, which, you know, vision systems work pretty well nowadays.

And you can tell a robot dog, like, you know, go to the fridge and they can actually open the fridge and they can probably pick up a can in the fridge and stuff like that and bring it to you. So it can navigate, it can grab objects as long as it's been trained to recognize them, which, you know, vision systems work pretty well nowadays.

And you can tell a robot dog, like, you know, go to the fridge and they can actually open the fridge and they can probably pick up a can in the fridge and stuff like that and bring it to you. So it can navigate, it can grab objects as long as it's been trained to recognize them, which, you know, vision systems work pretty well nowadays.

But it's not like a completely general robot that would be sophisticated enough to do things like clearing up the dinner table.