4 days ago
Anima Anandkumar Bets on AI That Understands Physics
Anima Anandkumar is helping build a different kind of artificial intelligence.
Instead of mainly working with words and pictures, her startup wants AI to understand how physical things behave.
The system could study how objects change across space and time.
It uses physics to make predictions about real-world events.
This may reduce the number of experiments that scientists and engineers need to conduct.
The company says its AI helped design a medical catheter with 100 times less bacterial contamination.
Anandkumar says language models can describe physics but may not accurately predict what will happen in a new situation.
Her team also wants its models to show how confident they are in their predictions.
Anima Anandkumar and Benedikt Jenik co-founded Accelerated Understanding to build AI models for physical systems.
The startup uses neural operators to simulate and predict physical behavior across space and time.
Anandkumar says language models can explain physics but cannot reliably simulate unfamiliar physical situations.
The company says its AI virtually designed a medical catheter that reduced bacterial contamination 100-fold.
Anandkumar believes physics-based AI could support medicine, engineering, manufacturing, climate modeling, energy and robotics.
- Who
- Indian-origin AI scientist Anima Anandkumar and her husband, Benedikt Jenik, co-founders of Accelerated Understanding.
- What
- They are developing AI models that simulate and predict the behavior of physical systems using neural operators.
- Where
- The company’s work is described in the context of AI research involving Anandkumar’s career and her early experiences in Mysore.
- When
- The article does not provide a specific launch date; Anandkumar discussed the work in an exclusive Firstpost conversation.
- Why
- The goal is to help AI understand and predict the physical world, potentially reducing costly physical experiments and improving engineering and scientific work.
Key facts
- Startup
- Accelerated Understanding
- Co-founder
- Anima Anandkumar co-founded the startup with Benedikt Jenik.
- Core technology
- Neural operators designed to model physical systems across different scales.
- Modeling challenge
- Physical systems involve three spatial dimensions plus time, unlike language’s mainly sequential structure.
- Reported catheter result
- The company says its AI designed a medical catheter that reduced bacterial contamination by 100-fold.
- Physical validation
- The catheter design was optimized virtually and required one round of physical experiments for validation.
- Potential applications
- Medicine, engineering, manufacturing, climate modeling, energy and robotics.
Quotes
Anima Anandkumar
Indian-origin AI scientist and co-founder of Accelerated Understanding
“Language models have only a high-level understanding of the physical world. But what they lack is the innate ability to simulate and predict.”
firstpost.com
“While modeling language is 1-dimensional sequence, modeling the physical world is 3D space + time, so four dimensions in total.”
firstpost.com
Sources
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