AI That Connects the Digital and Physical Worlds | Anima Anandkumar | TED
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- Опубликовано: 29 авг 2024
- “While language models may help generate new ideas, they cannot attack the hard part of science, which is simulating the necessary physics,” says AI professor Anima Anandkumar. She explains how her team developed neural operators - AI trained on the finest details of the real world - to bridge this gap, sharing recent projects ranging from improved weather forecasting to cutting-edge medical device design that demonstrate the power of AI with universal physical understanding.
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What a brilliant presentation by Anima Anandkumar! Her exploration of AI's role in transforming science and engineering, especially in applications like medical catheter design, is truly enlightening.
Thank you!
FINALLY somebody who is talking beyond dumb language models!!! I'm long on this company and DeepMind
Just curious why can’t we run some simulations to verify before printing the design? I agree that AI can propose the designs but I think we should carefully simulate the process to a certain accuracy before printing it out? Especially for something expensive to build 🤔
before printing out what?
@@jeevan88888 the designs or draft of any solution against certains problems
Because we don't have models that are so big and powerful, they don't have all the data so they make mistakes. You can't simulated the full spectrum only if we'd have a general model that master the fundamental understanding of the real world pishics, this will require more data gathering and x fold the resources, we don't have this! ... Yet
@@OproDariusI see, thanks for sharing this missing piece of puzzle 👍
I feel it is frustrating for people who don't have the resources already thought of everything they talk about years ago. - Am I wrong ?
AI will bring a scientific revolution to those who were left out unfairly
Really amazing advancements
Does neural operators achieve better performance than full 3D direct numerical simulations (DNSs) yet? I am curious to know (I have read the Pathak+ paper with much curiousity but wasn't able to obtain a definitive answer myself)
Amazing work ! This talk gives a very impressive future that awaits when AI is put to use for betterment of humanity. Wishing you all the best!
this is super cool, would love to collaborate in any way possible
India consequently discovered the 0, after Abraham discovered the 01 Creation, and called it Yesh meAiin something out of nothing and called YH~WH
*I swear i was waiting for her face to open up and her admit that she was a robot*
Why?
😂😂
May the almighty fullfill all your dreams. May he help you be brave and face problems easily.
Right this won't be used for the wrong reasons
😂
Thank you
To find the Answer will require a huge computer.
I will begin designing it. It's name will be EARTH, said Deep Thought.
Sorry, I had to write that. Anima made such a good case for it. 😊
If we can make it past the filter we are up against.
This was a very hydrating ted talk
AI doesn’t exist yet. Companies wanted to use the term for marketing.
wdym
Wrong LLM's are a form of A.I please educate yourself more sir.
Hello 👋
Ai like this smells like snake oil. Why is Ted talk giving this a platform?
Why are we training AI to broaden the overstimulated middle/upper class when broke m-f'ers ain't even got hope. 😞
The video smells
So this is how they make Skynet, by training it on real world phenomena.
The mice were very annoyed when the computer called earth was dismantled 2 weeks too early
3rd
Why are there so many AI videos now? NO ONE CARES.
hahaha
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God loves you and cares for you so that this message reaches you. God is the one who created this large universe and controls it completely. The greatest loss a person loses in this life is that he lives without knowing God who created him and knowing the Messenger of Muhammad, the last of the messengers, and the Islamic religion, the last of the heavenly religions. Great intelligence, before you believe in something or not, is to read it, study it, and understand it well, and after that you have the choice to believe in it or not to believe in it. I advise you to do this now, before you no longer have time to do so. Life is very short. It is just a test, just a passage to eternal life. Great advice to those who... Understands
The best advice that you can get from anyone
Any level of intelligence does depend on inspirational thoughts. Experimentation is the process unto which wisdom can be achieved. Wisdom us understanding to its fullest extent, a culminating knowledge if it from past present & future. Then shared to others interested in knowing the Way of Things & Ideas.