“Periodic table of machine learning” could fuel AI discovery

Researchers have created a unifying framework that can help scientists combine existing ideas to improve AI models or create new ones.

Adam Zewe | MIT News • mit
April 23, 2025 ~7 min

3D modeling you can feel

TactStyle, a system developed by CSAIL researchers, uses image prompts to replicate both the visual appearance and tactile properties of 3D models.

Adam Conner-Simons | MIT CSAIL • mit
April 22, 2025 ~6 min


Making AI-generated code more accurate in any language

A new technique automatically guides an LLM toward outputs that adhere to the rules of whatever programming language or other format is being used.

Adam Zewe | MIT News • mit
April 18, 2025 ~8 min

A faster way to solve complex planning problems

By eliminating redundant computations, a new data-driven method can streamline processes like scheduling trains, routing delivery drivers, or assigning airline crews.

Adam Zewe | MIT News • mit
April 16, 2025 ~8 min

Training LLMs to self-detoxify their language

A new method from the MIT-IBM Watson AI Lab helps large language models to steer their own responses toward safer, more ethical, value-aligned outputs.

Lauren Hinkel | MIT-IBM Watson AI Lab • mit
April 14, 2025 ~11 min

New method efficiently safeguards sensitive AI training data

The approach maintains an AI model’s accuracy while ensuring attackers can’t extract secret information.

Adam Zewe | MIT News • mit
April 11, 2025 ~7 min

Could LLMs help design our next medicines and materials?

A new method lets users ask, in plain language, for a new molecule with certain properties, and receive a detailed description of how to synthesize it.

Adam Zewe | MIT News • mit
April 9, 2025 ~8 min

A new way to bring personal items to mixed reality

“InteRecon” enables users to capture items in a mobile app and reconstruct their interactive features in mixed reality. The tool could assist in education, medical environments, museums, and more.

Alex Shipps | MIT CSAIL • mit
April 7, 2025 ~8 min


New method assesses and improves the reliability of radiologists’ diagnostic reports

The framework helps clinicians choose phrases that more accurately reflect the likelihood that certain conditions are present in X-rays.

Adam Zewe | MIT News • mit
April 4, 2025 ~8 min

Researchers teach LLMs to solve complex planning challenges

This new framework leverages a model’s reasoning abilities to create a “smart assistant” that finds the optimal solution to multistep problems.

Adam Zewe | MIT News • mit
April 2, 2025 ~7 min

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