GenAI has emerged as a powerful tool for learning and creatively using existing data to generate new design ideas. Learning from past experiences, this technique can analyze complex structural drawings, combine requirement texts, integrate mechanical and empirical knowledge, and create fresh designs.

Device that links neural signals to fine movements provides unprecedented control over speed and direction in a video-game obstacle course.

MatterGen, a generative AI tool that tackles materials discovery from a different angle. Instead of screening the candidates…It can generate materials with desired chemistry, mechanical, electronic, or magnetic properties, as well as combinations of different constraints.

Machine learning has supercharged the field of computational protein design.

Proteins made using machine learning successfully bind snake toxins — plus, Earth’s temperature breaks a significant climate threshold for the first time.

The BioNeMo Blueprint...leverages generative AI to intelligently navigate the immense search space, guiding researchers towards stable and structurally constrained protein binders. This significantly reduces the number of iterations and ...speeds up the design-to-discovery cycle but also reduces the need for costly and labor-intensive laboratory work.

As AI systems improve, it is becoming harder and harder to develop tests that highlight a difference between human and AI capabilities...“You’ll know AGI is here when the exercise of creating tasks that are easy for regular humans but hard for AI becomes simply impossible.”

The learning improvements were striking—about 0.3 standard deviations. To put this into perspective, this is equivalent to nearly two years of typical learning in just six weeks.

While ChatGPT learned the grammar of language, GET has learned underlying rules governing genes: how they are turned on or off like a light switch, or dialed up or down like a volume control. This complex process, known as gene expression, determines which proteins we make and whether we make them in the correct amounts

The device reads.. brain waves and answered … question without any prompting or switching.