Why it's harder for AI to open doors than play chess | Pulkit Agrawal | TEDxMIT
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- čas přidán 8. 04. 2023
- Today's AI systems can beat the best human chess or Go players. However, they fail to perform tasks involving physical intelligence that humans don't even think about such as walking, climbing stairs or opening doors. Things that are easy for humans, are often very hard for machines and vice-versa, an observation often known as the Moravec's paradox. Human intuition of what is easy and what is hard gets in the way of building truly intelligent AI systems and has been a major lesson of AI research in the past seventy years. Using all the data on the internet, we have made impressive progress in reasoning and language understanding. However, there is no such data repository for learning physical intelligence and evolution spent 50,000x more time perfecting physical intelligence as opposed to language understanding. In this talk, learn why is physical intelligence so hard and how do we get there?
AI, Brain, Decision making, Evolution, Intelligence, Machine Learning, Robots, Technology Dr. Pulkit Agrawal is Steven and Renee Finn Chair Assistant Professor in the Department of Electrical Engineering and Computer Science at MIT. He earned his Ph.D. from UC Berkeley and co-founded SafelyYou Inc. His research interests span robotics, deep learning, computer vision, and reinforcement learning. Pulkit completed his bachelor's from IIT Kanpur and was awarded the Directors Gold Medal. His work received the Best Paper Award at Conference on Robot Learning 2021 and Best Student Paper Award at Conference on Computer Supported Collaborative Learning 2011. He is a recipient of Sony Faculty Research Award, Salesforce Research Award, Amazon Research Award, Signatures Fellow Award, Fulbright Science and Technology Award, Goldman Sachs Global Leadership Award, etc. His work has appeared multiple times in MIT Tech Review, Quanta, New Scientist, NYPost, etc. This talk was given at a TEDx event using the TED conference format but independently organized by a local community. Learn more at www.ted.com/tedx
When terminator machines rise, just close the door. Problem solved.
Really interesting during this AI hyped period .......
Sometimes a door, is a jar... .
Thanks Pulkit for shareing!
Fascinating review of the evolution of human intelligence and how AI has developed in the past 35 years. Moravec's Paradox is an interesting concept and will apply to AI applications like substituting robots for human soldiers on the battlefield. Well done, Mr Agarwal.
Тема розкрита і стала зрозумілішою. Можливо, прогрес прискориться після зміни моделі обробки інформації в ШІ. Треба щось змінити принципово.
This is a very good presentation.
Isn't it ironic that "physical intelligence," which was once regarded as low-paid menial work for less educated individuals, will maybe become arguably more crucial than the academic abilities of the "mentally intelligent," who were once highly respected and well-paid? (Thanks to AI)
Something to think about with the little robot walking dogs, it's an entire machine and ai dedicated solely just to walking, it can't do anything else. It needs its entire being dedicated solely to locomotion just to get around, and it's basically the only one that's actually able to do it.
A non woke, interesting and high quality content Ted Talk? yeeee! 🤗🤗
Great talk!
Very nice sharing❤❤❤
“We delight in the beauty of the butterfly, but rarely admit the changes it has gone through to achieve that beauty.” - Maya Angelou.
I thought that he was going to say, “When the human told the robot ‘make me dinner’ the robot killed, butchered, and cooked the human.
Epic !!
A healthy mind lives in a healthy body. They need a body, not just a simulation of a body
Proud of you an IITian from India
That's why robots will just bust thru or blast away a door and not worry about opening it to get at the last stragglers of humanity left on Earth.
Please, next times: time from left to right.
Nice 👍 we should mimic biology more