Moderate AI signalConclusions

Is “as we have seen” an AI phrase?

Everything about “as we have seen” as an AI writing signal, how strongly it's associated with generated text, why it reads as artificial, and what to write instead.


Quick answer

Partly, "as we have seen" is common in AI writing, but humans use it too. Density is what matters. It introduces a repetition of the essay the reader just read.

Is “as we have seen” associated with AI writing?

Moderately associated with AI essay conclusions, which recap by reflex.

Why it sounds artificial

It introduces a repetition of the essay the reader just read. Conclusions that add an implication, prediction, or question do more work.

What to say instead of “as we have seen”

End with what follows from your argument, not a recap

Example rewrite

AI-flavored

As we have seen, the evidence supports stricter regulation.

Human

If the evidence holds, the first city to regulate will set the template the rest copy.

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People also ask

Common questions about “as we have seen” as an AI writing signal.

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Using “as we have seen” doesn't mean your text was written by AI, humans coined it. It means the phrase is statistically over-represented in AI output, so heavy use can make writing read as generated. Treat this page as editing guidance, not a verdict.

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Is “as we have seen” an AI phrase? Meaning, Alternatives & Examples | EssayTone