Before resuming generation, connect the corrected answer to every explanation and queued request that depends on it. Update the actual inputs, mark affected outputs for review, and verify a representative continuation. Preserve unrelated approved exercises so one correction does not trigger an unnecessary full restart.
Identify the exact answer that changed
Record the exercise identifier, previous answer, corrected answer, and reason for the change. Determine whether the correction affects only the result or also changes the question, assumptions, or method. A new final number may be the visible symptom of a larger problem in the exercise. For example, a corrected quantity may expose a mismatch between the question and its diagram. Update both inputs before drafting the explanation, or the new text may still explain an internally inconsistent task.
Keep the source of the correction with the record. It might be a recomputation, a revised instruction, or a reviewer finding. This helps later editors distinguish a verified correction from an unapproved alternative answer that happened to appear in a discussion thread.
Locate every dependent explanation
Find the main explanation, any worked example, summary table, and model response connected to the exercise. Include figures and captions when they encode the same answer or reasoning. Search by stable identifiers as well as visible numbers, because unrelated exercises may share the same numerical result.
Mark each dependent output with the review it needs. Some may require a small correction, while others need a complete reasoning review. Do not assume that replacing the answer at the end repairs an explanation whose intermediate steps were built around the earlier result.

Inspect the saved generation requests
Check the actual queued inputs rather than only the central answer-key document. A pending request may contain an embedded copy of the old question and answer. Updating the master record will not necessarily change a request that was already prepared and saved.
Record which requests were refreshed and which were canceled or replaced. Preserve their relationship to the exercise identifier and input version. This makes it possible to recognize a late output produced from obsolete material instead of accepting it simply because it arrived after the correction date.
Review completed and in-flight work separately
Keep approved unaffected work intact. For completed explanations tied to the changed answer, reopen review and identify the specific dependency. For work still being produced, determine whether it can be canceled or whether its eventual result must be treated as an output from the old input version.
Avoid ambiguous status labels such as latest without a version reference. A newer output can still contain older assumptions. The record should explain which answer version the explanation used and whether it has been checked against the corrected exercise.

Resume with a representative corrected case
Generate or revise one affected explanation and inspect it carefully. Verify the reasoning from the question to the answer, including units, assumptions, and intermediate steps. A tool may repeat the corrected final result while retaining a flawed argument from the earlier context.
Check the teaching quality as well as correctness. If the correction changes the method, the explanation may need a different sequence or a new illustration. Approve the complete explanation before applying the same revised instructions to a larger affected set.
Reconcile the final exercise set
After continuation, compare the current questions, answer key, explanations, and figure references using their stable identifiers. Look for missing replacements, duplicated old outputs, and explanations still attached to retired versions. A matching total count does not establish that the records are correctly paired.
Save the correction, affected-output inventory, and verification evidence with the manuscript. Use the same process when later changes occur so the project can resume from known decisions rather than repeatedly regenerating the full book. The result should be a coherent current set with a traceable history of the correction.
Frequently asked questions
Clear answers for this publishing decision.
Can I fix only the final answer in a generated explanation?
Only after reviewing the complete reasoning. A changed result may require different assumptions, intermediate steps, or teaching examples, so a final-number replacement alone can leave an invalid explanation.
Why check saved requests if the master answer key is correct?
Queued requests may contain copied inputs prepared earlier. Inspect and refresh those copies so resumed generation uses the corrected version rather than an obsolete snapshot.
Should unaffected exercises be regenerated?
No. Preserve approved work unless the correction reveals a shared dependency that affects it. Use the input and output records to define the actual scope of the review.
How do I get from an idea and a brief to an editable manuscript I can finish?
Write the brief first, generate a structure you can edit, then draft and revise the manuscript in reviewable sections so one change never overwrites work you already approved.
Start a book project from a brief