MIT's ADEPT System Can Understand the Laws of Physics
Daniel Johnson — December 5, 2019 — Tech
References: news.mit.edu & engadget
Researchers from MIT created the ADEPT system, which is a new AI model that is able to comprehend the fundamental laws of physics. This means that the ADEPT system is able to view objects in videos, and it can predict how the objects will act based on its intuitive understanding of physics. The system will even be surprised if objects disappear, or act in impossible ways.
The system operates by examining an object and then determining its shape, orientation, and velocity. However, the system does not take exact readings, allowing it to run more efficiently.
Kevin A. Smith is one of the researchers who worked on the ADEPT system, and he spoke about the project, "We wanted to capture and formalize that knowledge to build infant cognition into artificial-intelligence agents. We're now getting near human-like in the way models can pick apart basic implausible or plausible scenes."
Image Credit: Christine Daniloff/ MIT
The system operates by examining an object and then determining its shape, orientation, and velocity. However, the system does not take exact readings, allowing it to run more efficiently.
Kevin A. Smith is one of the researchers who worked on the ADEPT system, and he spoke about the project, "We wanted to capture and formalize that knowledge to build infant cognition into artificial-intelligence agents. We're now getting near human-like in the way models can pick apart basic implausible or plausible scenes."
Image Credit: Christine Daniloff/ MIT
Trend Themes
1. Physics-understanding AI Systems - The development of AI systems that can comprehend the laws of physics opens up opportunities for enhanced problem-solving and predictive capabilities.
2. Intuitive Physics Prediction - The ability of AI systems like ADEPT to predict object behavior based on their intuitive understanding of physics creates potential for applications such as autonomous systems and advanced video analysis.
3. Efficient AI Modeling - The ADEPT system's ability to operate without exact readings demonstrates the potential for more efficient AI models in various industries.
Industry Implications
1. Autonomous Systems - Integrating physics-understanding AI systems like ADEPT can revolutionize the capabilities of autonomous vehicles, drones, and robotics.
2. Video Analysis - AI systems with intuitive physics prediction abilities can greatly enhance video analysis applications in surveillance, sports, and entertainment industries.
3. Data Science - Efficient AI modeling techniques, as demonstrated by ADEPT, can optimize data processing and analysis in industries relying on large-scale data, such as finance, healthcare, and marketing.
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