The current popular method for test-time scaling in LLMs is to train the model through reinforcement learning to generate longer responses with chain-of-thought (CoT) traces. This approach is used in ...

These limitations particularly impact developers, AI researchers, and companies building LLM-powered applications. Organizations seeking to leverage multiple LLM providers are constrained by the ...

The way that this is generally dealt with by LLM companies such as OpenAI is ... this answer from the official policy document link. An explanation could be that the backing model was trained ...