Concept
Reasoning model
A model optimized for tasks that need multi-step inference, planning or verification.
In practice
Complex planning or mathematics may benefit from additional reasoning compute.
Why it matters
Use the term as an operating concept, not jargon. Ask what it changes in cost, quality, evidence, latency, security or user experience.