EdSource · This California Teacher of the Year embraces her dwarfism as a strength While policymakers, researchers and educators decide how our children learn math, parents don’t seem to be anywhere ...
A marriage of formal methods and LLMs seeks to harness the strengths of both.
Artificial intelligence systems may be good at generating text, recognizing images, and even solving basic math problems—but when it comes to advanced mathematical reasoning, they are hitting a wall.
Chain-of-Thought (CoT) prompting has enhanced the performance of Large Language Models (LLMs) across various reasoning tasks.
At the heart of this breakthrough lies AlphaProof, a sophisticated formal reasoning AI model developed by the brilliant minds at Google DeepMind. This innovative system has demonstrated an ...
Apple researchers conducted a study on LLMs to evaluate their mathematical reasoning abilities and found that these models rely on probabilistic pattern-matching, not formal reasoning. They recorded ...
DeepMind's Aletheia is a huge advance in AI-driven mathematical reasoning. It is a research agent built on top of Gemini Deep ...
For thousands of years, mathematicians have adapted to the latest advances in logic and reasoning. Are they ready for artificial intelligence? By Siobhan Roberts In the collection of the Getty museum ...
When Nicole Thomson first heard about the importance of teaching spatial reasoning and geometry in her kindergarten math curriculum she had already been teaching for several years. Her teacher ...