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Artificial intelligence (AI) technologies • 4 MIN

How to Revise an AI-Assisted Thesis Draft Responsibly

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How to Revise an AI-Assisted Thesis Draft Responsibly

Analytical material

To revise an AI-assisted draft, first check what your university permits. Verify every factual claim and reference, rebuild the argument from evidence you understand, and disclose assistance when required. A detector score is not a substitute for these checks.

How should an AI-assisted draft be revised?

Treat generated text as unverified material, not as a finished academic argument. Editing should improve accuracy, reasoning and fit with your research question. No revision service can guarantee a detector result or approval under every university policy.

1. Check the brief and permitted assistance

Read the assignment, department AI policy and any declaration requirements. Record what tools were used and for which tasks. If a form of assistance is prohibited, ask your supervisor how to remedy the draft before submission.

Make a revision table with four columns: passage, problem, evidence needed and action. Separate factual errors, unsupported reasoning, missing citations and language issues.

2. Verify claims and references

Open the original sources rather than relying on generated summaries. Check that authors, titles, dates and identifiers exist and that the source supports the actual claim. Remove fabricated references. Distinguish quotation, paraphrase and your own analysis.

For each paragraph, ask what it establishes, which evidence supports it and what limitation needs explaining. Keep a record of the sources and decisions.

Example: replace a broad claim with an evidenced argument

Weak claim: “Digital learning improves every student’s performance.”

Revision approach: Name the particular course, learning activity, outcome and evidence you actually analysed. Explain whether the design supports a comparison, association or causal inference. Report limitations instead of making a universal claim.

This is an editing example, not a research finding. Do not insert invented data or citations to make a paragraph sound more specific.

3. Rebuild and review the argument

  1. Outline the argument in your own notes.
  2. Use verified evidence to support each claim.
  3. Explain how the evidence answers your research question.
  4. Check methods, limitations and consistency between sections.
  5. Review quotations, paraphrases, references and required disclosure.
  6. Keep draft versions and discuss unresolved issues with your supervisor.

Similarity, AI detection and academic integrity

Similarity checking

Identifies matching text for review. A match may be a quotation or reference; assess attribution and context rather than treating a percentage as a misconduct verdict.

AI writing detection

Turnitin distinguishes its AI writing indicator from the similarity score and acknowledges possible errors. Its output requires human review.

Academic integrity

Compliance depends on the assignment and institutional rules, including authorship and permitted assistance. A low score does not replace those requirements.

Frequently Asked Questions (FAQ)

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