The useful result
Break out of a correction loop with a short restart brief and a fresh chat.
- Break out of a correction loop with a short restart brief and a fresh chat.
You correct the answer. It apologises, changes one word and makes the same mistake again. By the fourth round the chat is full of the wrong answer, your annoyance and three failed fixes, and all of that sits in the conversation the model reads before replying. Users report this loop often, and it is a signal to change method, not to push harder.
Because long threads accumulate and can degrade recall, a fresh start with a better brief beats a fifth correction. The brief takes five minutes and usually works on the first try.
The examples below are illustrative exercises, not recorded results from any tool. Sources were checked on 24 October 2026; menus, limits and prices change, so confirm details on the linked pages.
Before you start
- A chat where corrections are not working
- The best output so far, even if imperfect
- Two minutes to write down what you actually want
Review evidence
Documentation-based review · 2026-10-24
Primary documentation and official guidance checked on 24 October 2026. Examples, checks and exercises are original illustrations, not recorded tool tests. Cover artwork is a conceptual illustration.
Stop after two failed corrections
Set a rule: two corrections for the same fault, then reset. Do not add more arguments or capital letters; they only lengthen the thread. Copy out the best attempt so far and write one sentence on what is wrong with it.
Check your result
You have the best attempt saved and one sentence naming the specific fault.
Write a restart brief
Write the goal in one sentence, the constraints as a short list, what went wrong before, and a small example of what good looks like. An example shows the target better than another description does, and Google’s guidance recommends including examples in prompts.
Goal: [one sentence]. Constraints: [list]. Earlier attempts failed because [specific fault]. Do not [repeat the fault]. Here is an example of the quality and format I want: [short example]. Write the first version now, then list which constraints you followed.Example / expected result
Illustrative example; not a recorded model result.
Goal “three subject lines for a sale email”. Failed because “all were over 60 characters”. Example: “Weekend sale: 20% off all notebooks” (38 characters).
Check your result
The brief states the goal, constraints, the earlier failure and an example, in under 150 words.
Start a new chat and compare
Open a fresh chat, paste the brief and judge the first reply against your constraints. If it is better, continue there. If it is not, your brief is probably unclear, so tighten the constraints rather than returning to the old chat.
Check your result
The first reply in the new chat meets the constraint that kept failing.
When it goes wrong
If the task is impossible, such as a fact the model cannot know, no restart will help. Do not paste the whole failed conversation into the new chat, because that carries the problem along. Keep the brief short.
Make it your own
Next time a chat repeats an error twice, reset with a brief and count how many attempts the fresh chat needs to get it right.
Useful next resources
Sources and review
Last checked Oct 24, 2026. Features and account limits can change. Verify important results against your original material.
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