How to Read an AI Detection Report (and Why a Score Is Not Proof)

Thank you for reading and sharing your thoughts!

You've highlighted one of the most important issues with AI detection: a confidence score should never be confused with certainty. Detection results are best treated as signals for further review, not definitive judgments about authorship.

I also agree about sentence-level analysis. Looking beyond the overall percentage can provide much more useful context, especially when only a few sentences are flagged or the submitted text is relatively short.

That's exactly why I believe AI detection should focus on transparency and careful interpretation rather than presenting a single score as the final answer.

Appreciate your thoughtful feedback!