THE REAL RESEARCH BEHIND THE WILD RUMORS ABOUT OPENAI’S Q* PROJECT

Summary from the TLDR newsletter

OpenAI's Q* model can reportedly perform math on the level of grade-school students. While Q* might not be the crucial breakthrough that will lead to artificial general intelligence, it might be an important step towards an AI with general reasoning abilities. This article takes a look at the area of AI math research and explains why step-by-step reasoning techniques designed for math problems could have much broader applications. Building a general reasoning engine will require a way for language models to learn new abstractions that go beyond their training data and have these evolving abstractions influence the model's choices as it explores the space of possible solutions.