FrontierAI.Engineer
Agent Planning & Reasoning

Scratchpad

A scratchpad is a designated section of the model's generation — or an external text buffer — where the agent can write intermediate calculations, notes, or partial reasoning before committing to a final answer or action. The scratchpad externalizes working memory, allowing the model to perform multi-step computation more reliably than attempting to compress all reasoning into a single token prediction. It also makes intermediate reasoning visible for debugging.