Course-Correct Complex Tasks Mid-Response Using Upfront Thinking Plans
Stop errors before they happen by supervising the AI's step-by-step plan.
Monitor the 'upfront plan' generated by GPT-5.4 Thinking and provide immediate feedback to steer the model before it completes the final response.
The Scenario
You are asking the AI to outline a complex 10-page marketing strategy with specific regional constraints. You notice in the initial thinking phase that it is focusing on the wrong demographic.
Before & after
Previously, users had to wait for a full response to finish before realizing the model misunderstood, requiring a complete re-prompt. This cycle of waiting and re-typing often took 10–15 minutes.
Activate'Thinking' mode to let the model outline a plan; if the plan drifts, type a short correction mid-stream to redirect it. This takes 1–2 minutes to align the final output perfectly.
The Prompt
[INSTRUCTIONS_FOR_COMPLEX_TASK] I want you to think step-by-step. Provide an upfront plan of your thinking first. If I see the plan is off-track, I will intervene.
GPT-5.4 Thinking introduces the ability to see the model's plan as it develops, allowing for real-time course correction.
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."