reasoning model

A reasoning model is a generative language or multimodal model designed and tuned to handle complex, multi-step reasoning tasks by allocating more inference resources or explicitly incorporating internal thinking phases before producing a final answer.

These models are a broader shift toward models that not only generate responses, but also plan, decompose, verify, and refine reasoning internally through long chain-of-thought traces or latent internal reasoning processes.