Robots are steadily advancing from simple tasks like cleaning spills to more complex household duties. Many of these robotic helpers are trained through imitation, mimicking the movements guided by humans. However, without the ability to adapt to unexpected obstacles or disruptions, robots often struggle to navigate unforeseen challenges, requiring them to restart tasks from the beginning.

Addressing this limitation, MIT engineers have devised a groundbreaking method to imbue robots with a degree of common sense when confronted with deviations from their trained paths. Their approach integrates robot motion data with the expansive “common sense knowledge” stored in large language models (LLMs).

In a groundbreaking leap forward for photographic technology, MIT has unveiled a revolutionary camera capable of capturing a staggering trillion frames per second. Contrasting this with the mere 24 frames per second of a traditional movie camera, this innovation has propelled scientists into a realm where they can now photograph the fastest phenomenon known to mankind: light itself.

The development of this cutting-edge camera, described as a milestone in the realm of scientific imaging, has unlocked the ability to freeze-frame events occurring in a mere nanosecond. Astonishingly, the camera can then extend this fleeting moment to a duration as long as twenty seconds, providing researchers with an unprecedented window into the behavior of light.