To excel at engineering design, generative AI must learn to innovate, study finds

AI models that prioritize similarity falter when asked to design something completely new.

Jennifer Chu | MIT News • mit
Oct. 19, 2023 ~8 min

A new way to integrate data with physical objects

StructCode, developed by MIT CSAIL researchers, encodes machine-readable data in laser-cut objects by modifying their fabrication features.

Steve Nadis | MIT CSAIL • mit
Oct. 18, 2023 ~9 min


AI copilot enhances human precision for safer aviation

Designed to ensure safer skies, “Air-Guardian” blends human intuition with machine precision, creating a more symbiotic relationship between pilot and aircraft.

Rachel Gordon | MIT CSAIL • mit
Oct. 3, 2023 ~5 min

A more effective experimental design for engineering a cell into a new state

By focusing on causal relationships in genome regulation, a new AI method could help scientists identify new immunotherapy techniques or regenerative therapies.

Adam Zewe | MIT News • mit
Oct. 2, 2023 ~8 min

J-PAL North America and Results for America announce 18 collaborations with state and local governments

Organizations will support government agencies in using evidence to advance economic mobility and racial equity in the wake of Covid-19.

Mera Cronbaugh | J-PAL North America • mit
Sept. 29, 2023 ~7 min

From physics to generative AI: An AI model for advanced pattern generation

Inspired by physics, a new generative model PFGM++ outperforms diffusion models in image generation.

Rachel Gordon | MIT CSAIL • mit
Sept. 27, 2023 ~8 min

How an archeological approach can help leverage biased data in AI to improve medicine

Although computer scientists may initially treat data bias and error as a nuisance, researchers argue it’s a hidden treasure trove for reflecting societal values.

Alex Ouyang | Abdul Latif Jameel Clinic for Machine Learning in Health • mit
Sept. 13, 2023 ~9 min

Helping computer vision and language models understand what they see

Researchers use synthetic data to improve a model’s ability to grasp conceptual information, which could enhance automatic captioning and question-answering systems.

Adam Zewe | MIT News • mit
Sept. 13, 2023 ~7 min


Fast-tracking fusion energy’s arrival with AI and accessibility

MIT Plasma Science and Fusion Center will receive DoE support to improve access to fusion data and increase workforce diversity.

Julianna Mullen | Plasma Science and Fusion Center • mit
Sept. 1, 2023 ~6 min

New clean air and water labs to bring together researchers, policymakers to find climate solutions

Labs in Africa, the Middle East and North Africa, and South Asia will be led by J-PAL with support from Community Jameel.

Sarah DiCioccio | Abdul Latif Jameel Poverty Action Lab (J-PAL) • mit
Aug. 29, 2023 ~5 min

/

41