MIT researchers have developed a reinforcement learning method, RLCR, that trains AI models to provide calibrated confidence estimates alongside answers, reducing overconfidence by up to 90% without ...

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Confidence is persuasive. In artificial intelligence systems, it is often misleading. Today's most capable reasoning models ...

MIT researchers have developed a reinforcement learning method, RLCR, that trains AI models to provide calibrated confidence scores alongside answers, reducing overconfidence without harming accuracy.

Using a bunch of carrots to train a pony and rider. (Photo by: Education Images/Universal Images Group via Getty Images) Andrew Barto and Richard Sutton are the recipients of the Turing Award for ...