Research

Artificial IntelligenceMachine Learning

3 Questions: On the future of AI and the mathematical and physical sciences

Professor Jesse Thaler describes a vision for a two-way bridge between artificial intelligence and the mathematical and physical sciences — one that promises to advance both.

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Artificial IntelligenceMachine LearningRobotics

A better method for planning complex visual tasks

A new hybrid system could help robots navigate in changing environments or increase the efficiency of multirobot assembly teams.

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Artificial IntelligenceMachine Learning

Improving AI models’ ability to explain their predictions

A new approach could help users know whether to trust a model’s predictions in safety-critical applications like health care and autonomous driving.

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Artificial IntelligenceMachine Learning

A “ChatGPT for spreadsheets” helps solve difficult engineering challenges faster

The approach could help engineers tackle extremely complex design problems, from power grid optimization to vehicle design.

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InnovationNews Feed

How “Deep Industry Research Agents” Can Change Your Organization

End-to-end AI tools that are tuned to specific industries and case types can dramatically boost productivity.

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Change ManagementInnovationNews FeedRisk Management

Where Senior Leaders Are Struggling with AI Adoption, According to Research

Insights from conversations with CEOs, CHROs, and innovation leaders.

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Artificial IntelligenceEnergyMachine Learning

New method could increase LLM training efficiency

By leveraging idle computing time, researchers can double the speed of model training while preserving accuracy.

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Artificial Intelligence

Mixing generative AI with physics to create personal items that work in the real world

To help generative AI models create durable, real-world accessories and decor, the PhysiOpt system runs physics simulations and makes subtle tweaks to its 3D blueprints.

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Artificial IntelligenceMachine Learning

AI to help researchers see the bigger picture in cell biology

By providing holistic information on a cell, an AI-driven method could help scientists better understand disease mechanisms and plan experiments.

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Artificial IntelligenceCybersecurity

Enhancing maritime cybersecurity with technology and policy

Strahinja Janjusevic brings an international perspective and US Naval Academy education to his graduate research in the MIT Technology and Policy Program.

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