Claude from Anthropic is often used for long, carefully worded drafts: reports, essays, personal statements and research write-ups. Winston AI checks that kind of text for signs it was machine-written and shows which sentences drive the score. This page covers how to read results on long documents and why tidy prose proves nothing by itself.
Long drafts need sentence-level reading
A long document rarely comes out of one tool in one pass. Someone might draft the background section with Claude, write the analysis themselves, then ask for a cleaner conclusion. An overall score blends all of that together. The sentence highlights tell you more: scroll through and see whether the red sits in one block, is spread thinly, or clusters in the introduction and conclusion, where people most often lean on a tool.
Careful prose is not proof by itself
Claude's default style tends to be measured and balanced, with plenty of qualifications. Lots of people write that way too: academics, lawyers, policy writers and anyone trained to hedge a claim. A reader who flags work just because it sounds thoughtful will get it wrong. Winston AI looks at patterns across the whole text rather than tone, and the result still needs your judgment.
Follow-up questions that work
- Can you walk me through how you structured this section?
- Which sources did you read first, and what did you leave out?
- Do you have earlier drafts or notes I could look at?
People who wrote the work can usually answer these without trouble. For more on how detection handles different assistants, see can AI detectors detect Claude and Gemini.