Look at passages
Inspect the sentence and its neighbours. A single highlighted sentence rarely supports a meaningful conclusion.
Probabilistic analysis
Use an AI detector as a signal, never as a verdict.
The AI check highlights sentences whose statistical patterns resemble machine-generated writing. It cannot prove who wrote a passage, and it can produce false positives.
How to read it
A probability-like score is not authorship evidence
Detectors infer patterns from text. They do not observe the writing process, prompts, drafts or revision history.
Look at the process
Drafts, notes, version history, sources and an explanation from the writer are stronger contextual evidence.
Expect errors
Formal, repetitive, translated or heavily edited prose may be flagged even when a person wrote it.
For students
If your own writing is flagged
Do not start adding mistakes or awkward wording to “beat” a detector. Preserve evidence of your writing process and check your institution’s AI policy.
Build a credible record
- Keep outlines, notes and source excerpts.
- Retain document version history where possible.
- Record which tools were used and for what purpose.
- Be ready to explain a paragraph’s argument and sources.
- Ask for a human review if a score is treated as proof.
For reviewers
A fair escalation path
Pause
Do not infer misconduct from the score alone.
Compare
Check other work from the same writer and the assignment context.
Ask
Invite the writer to explain sources, choices and revision history.
Apply policy
Use the institution’s published process and allow review or appeal.
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