Adding one irrelevant sentence to math problems causes AI systems to make confident mistakes over 300 percent more.

Overview: Large Language Models predict text; they do not truly calculate or verify math.High scores on known Datasets do not ...

How much longer will we keep trying to solve our nation’s dismal math proficiency problem by writing new math problems? Clearly, if that was the answer, it would have worked by now–but it hasn’t, as ...

Large Language Models (LLMs) have ushered in a new era of artificial intelligence (AI) demonstrating remarkable capabilities in language generation, translation, and reasoning. Yet, LLMs often stumble ...

Microsoft found that small language models can exceed the performance of much larger ones when trained to specialize in a single area. Researchers fine-tuned the Mistral 7B model to create Orca-Math, ...