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best practice

Course-Correct AI Reasoners Mid-Response to Save Time

Monitor the upfront reasoning plan to steer complex outputs live.

Use GPT-5.4 Thinking's plan feature to identify and correct logical errors before the AI completes its response.

ChatGPT

The Scenario

You are asking the AI to perform a complex, multi-step market analysis or research project where the direction needs to be precise.

Before & after

The old way

Usually, you wait for the full response and then type a follow-up correction if it went off track, which often takes 10–15 minutes of back-and-forth.

With AI

With GPT-5.4 Thinking, you can review the 'upfront plan' as it generates and click to adjust the logic or scope immediately, finishing the task in 2–5 minutes.

The Prompt

I need a deep research report on [TOPIC]. Before you write the full response, please provide an upfront plan of your thinking. I will monitor this and may adjust your course mid-response if needed.

The new GPT-5.4 Thinking model allows users to see a live plan of the AI's reasoning process. Instead of waiting for a complete but potentially incorrect answer, you can intervene as soon as the plan deviates from your goals.

Source

Model Release Notes | OpenAI Help Center
"GPT‑5.4 Thinking can now provide an upfront plan of its thinking, so you can adjust course mid-response while it’s working."