AI That Connects the Digital and Physical Worlds | Anima Anandkumar

AI That Connects the Digital and Physical Worlds | Anima Anandkumar | TED

Рет қаралды 43,976

Күн бұрын

“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.
If you love watching TED Talks like this one, become a TED Member to support our mission of spreading ideas: ted.com/member...
Follow TED!
X: / tedtalks
Instagram: / ted
Facebook: / ted
LinkedIn: / ted-conferences
TikTok: / tedtoks
The TED Talks channel features talks, performances and original series from the world's leading thinkers and doers. Subscribe to our channel for videos on Technology, Entertainment and Design - plus science, business, global issues, the arts and more. Visit TED.com to get our entire library of TED Talks, transcripts, translations, personalized talk recommendations and more.
Watch more: go.ted.com/ani...
• AI That Connects the D...
TED's videos may be used for non-commercial purposes under a Creative Commons License, Attribution-Non Commercial-No Derivatives (or the CC BY - NC - ND 4.0 International) and in accordance with our TED Talks Usage Policy: www.ted.com/ab.... For more information on using TED for commercial purposes (e.g. employee learning, in a film or online course), please submit a Media Request at media-requests...
#TED #TEDTalks

Пікірлер: 45

@AdvantestInc Ай бұрын

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.

@Prof_Anima_Anandkumar Ай бұрын

Thank you!

@kaivalyashah Ай бұрын

FINALLY somebody who is talking beyond dumb language models!!! I'm long on this company and DeepMind

@liewziqin2319 Ай бұрын

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 🤔

@jeevan88888 Ай бұрын

before printing out what?

@ernestodanieljaramillo9522 Ай бұрын

@@jeevan88888 the designs or draft of any solution against certains problems

@OproDarius Ай бұрын

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

@liewziqin2319 Ай бұрын

@@OproDariusI see, thanks for sharing this missing piece of puzzle 👍

@WeylandLabs Ай бұрын

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 ?

@J3R3MI6 Ай бұрын

AI will bring a scientific revolution to those who were left out unfairly

@zahidhussainsahito2462 Ай бұрын

Really amazing advancements

@SutirthaSengupta 6 күн бұрын

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)

@imdxpertm Ай бұрын

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!

@ashishjain3732 Ай бұрын

this is super cool, would love to collaborate in any way possible

@zeroonetime Ай бұрын

India consequently discovered the 0, after Abraham discovered the 01 Creation, and called it Yesh meAiin something out of nothing and called YH~WH

@phreeesubz Ай бұрын

*I swear i was waiting for her face to open up and her admit that she was a robot*

@romchikyoung6863 Ай бұрын

Why?

@J3R3MI6 Ай бұрын

😂😂

@engbookinformation Ай бұрын

May the almighty fullfill all your dreams. May he help you be brave and face problems easily.

@antonioas709 Ай бұрын

Right this won't be used for the wrong reasons

@Andrea-v3i Ай бұрын

😂

@lyrics4daheart Ай бұрын

Thank you

@myparceltape1169 Ай бұрын

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. 😊

@Incompletegaming32 Ай бұрын

‌

@dougg1075 Ай бұрын

If we can make it past the filter we are up against.

@NickDrinksWater Ай бұрын

This was a very hydrating ted talk

@Ken-yp1dg Ай бұрын

AI doesn’t exist yet. Companies wanted to use the term for marketing.

@user-zq1fn9vo1x Ай бұрын

wdym

@WeylandLabs Ай бұрын

Wrong LLM's are a form of A.I please educate yourself more sir.

@MichaelSuperbacker Ай бұрын

Hello 👋

@radiumminis Ай бұрын

Ai like this smells like snake oil. Why is Ted talk giving this a platform?

@brianwaltenbaugh Ай бұрын

Why are we training AI to broaden the overstimulated middle/upper class when broke m-f'ers ain't even got hope. 😞

@jeffbezozss Ай бұрын

The video smells

@rw6836 Ай бұрын

So this is how they make Skynet, by training it on real world phenomena.

@myparceltape1169 Ай бұрын

The mice were very annoyed when the computer called earth was dismantled 2 weeks too early

@user-vp4ss6wk9h Ай бұрын

3rd

@MatrixEvolution17 Ай бұрын

Why are there so many AI videos now? NO ONE CARES.

@sparkofcuriousity Ай бұрын

hahaha

@user-ew8xj5pg7y Ай бұрын

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

@user-ew8xj5pg7y Ай бұрын

@Fawaed_salafia Ай бұрын

The best advice that you can get from anyone

@michaelwright7796 Ай бұрын

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.