HOW FAR CAN REASONING MODELS SCALE?

Summary from the TLDR AI newsletter

OpenAI's reasoning models like o3 have rapidly improved, but further scaling of its techniques might be limited. Reasoning training, which significantly enhances models post-pre-training, currently uses less compute than the largest training runs, suggesting room for growth. However, challenges like data constraints and the importance of innovations beyond just compute scaling could impact future progress.