Enabling AI to explain its predictions in plain language | MIT News
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Machine-learning models can make mistakes and be difficult to use, so scientists have developed explanation methods to help users understand when and…
Virtual Personas for Language Models via an Anthology of Backstories – The Berkeley Artificial Intelligence Research Blog
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We introduce Anthology, a method for conditioning LLMs to representative, consistent, and diverse virtual personas by generating and utilizing naturalistic backstories with…
Despite its impressive output, generative AI doesn’t have a coherent understanding of the world | MIT News
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Large language models can do impressive things, like write poetry or generate viable computer programs, even though these models are trained to…
MIT researchers use large language models to flag problems in complex systems | MIT News
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Identifying one faulty turbine in a wind farm, which can involve looking at hundreds of signals and millions of data points, is…
Method prevents an AI model from being overconfident about wrong answers | MIT News
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People use large language models for a huge array of tasks, from translating an article to identifying financial fraud. However, despite the…
Large language models don’t behave like people, even though we may expect them to | MIT News
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One thing that makes large language models (LLMs) so powerful is the diversity of tasks to which they can be applied. The…
What is AI? | MIT Technology Review
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ALCON ENTERTAINMENT VIA ALAMY Right around the same time, Tegmark founded the Future of Life Institute, with a remit to study and…
Technique improves the reasoning capabilities of large language models | MIT News
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Large language models like those that power ChatGPT have shown impressive performance on tasks like drafting legal briefs, analyzing the sentiment of…
Researchers use large language models to help robots navigate | MIT News
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Someday, you may want your home robot to carry a load of dirty clothes downstairs and deposit them in the washing machine…
Engineering household robots to have a little common sense | MIT News
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From wiping up spills to serving up food, robots are being taught to carry out increasingly complicated household tasks. Many such home-bot…