HOW FAR CAN REASONING MODELS SCALE?

Summary from the TLDR AI newsletter

OpenAI's o3 reasoning model has rapidly improved but may soon reach scaling limits. Current reasoning models like o3 could quickly converge with overall training compute growth (~4× per year) after initial rapid scaling. There are concerns about data constraints and generalizability, but researchers remain optimistic about continued advancements in reasoning capabilities.