Creating and verifying stable AI-controlled systems in a rigorous and flexible way | MIT News

Neural networks have made a seismic affect on how engineers design controllers for robots, catalyzing extra adaptive and environment friendly machines. Nonetheless, these brain-like machine-learning methods are a double-edged sword: Their complexity makes them highly effective, nevertheless it additionally makes it tough to ensure {that a} robotic powered by a neural community will safely accomplish … Read more

AI method radically speeds predictions of materials’ thermal properties | MIT News

It’s estimated that about 70 p.c of the power generated worldwide finally ends up as waste warmth. If scientists might higher predict how warmth strikes by way of semiconductors and insulators, they may design extra environment friendly energy era techniques. Nevertheless, the thermal properties of supplies might be exceedingly troublesome to mannequin. The difficulty comes … Read more

How to assess a general-purpose AI model’s reliability before it’s deployed | MIT News

Basis fashions are huge deep-learning fashions which have been pretrained on an unlimited quantity of general-purpose, unlabeled knowledge. They are often utilized to quite a lot of duties, like producing photos or answering buyer questions. However these fashions, which function the spine for highly effective synthetic intelligence instruments like ChatGPT and DALL-E, can supply up … Read more

AI can make you more creative—but it has limits

The findings make sense, on condition that people who find themselves already inventive don’t actually need to make use of AI to be inventive, says Tuhin Chakrabarty, a pc science researcher at Columbia College, who focuses on AI and creativity however wasn’t concerned within the research.  There are some potential drawbacks to making the most … Read more

Marking a milestone: Dedication ceremony celebrates the new MIT Schwarzman College of Computing building | MIT News

The MIT Stephen A. Schwarzman School of Computing not too long ago marked a big milestone because it celebrated the completion and inauguration of its new constructing on Vassar Avenue with a dedication ceremony. Attended by members of the MIT neighborhood, distinguished company, and supporters, the ceremony offered a possibility to mirror on the transformative reward … Read more

Robot-packed meals are coming to the frozen-food aisle

You would possibly assume the meals that find yourself within the grocery retailer’s frozen aisle, at Starbucks, or on airplanes are robot-packed already, however that’s hardly ever the case. Employees are sometimes rather more versatile than robots and may deal with manufacturing strains that regularly rotate recipes. Not solely that, however sure substances, like rice … Read more

When to trust an AI model | MIT News

As a result of machine-learning fashions may give false predictions, researchers usually equip them with the flexibility to inform a person how assured they’re a few sure resolution. That is particularly necessary in high-stake settings, comparable to when fashions are used to assist determine illness in medical photographs or filter job functions. However a mannequin’s … Read more

Reasoning skills of large language models are often overestimated | MIT News

Relating to synthetic intelligence, appearances will be deceiving. The thriller surrounding the internal workings of huge language fashions (LLMs) stems from their huge measurement, advanced coaching strategies, hard-to-predict behaviors, and elusive interpretability. MIT’s Laptop Science and Synthetic Intelligence Laboratory (CSAIL) researchers lately peered into the proverbial magnifying glass to look at how LLMs fare with … Read more