Every ai-generated content in Winston AI, pulled into one sheet
One sentence in, and a companion has been through the Winston AI ai-generated contents, put them where you can read them, and marked the ones it was not sure about.
Open the ai-generated content. Check it against something else. Write the change. Move to the next one. That is the Winston AI afternoon nobody can hand off, and a companion does the whole pass and gives you back the batch, with nothing changed until you say so.
What it can do is exactly what Winston AI exposes to an account you authorise and nothing beyond it: 2 operations, 2 reads and no writes. In practice that means it can detect a plagiarism and detect ai-generated content, and work across the ai-generated contents and plagiarisms.
The Winston AI API stops at Winston AI. A companion does not. The same run opens the customer's website, the supplier portal, the internal tool somebody built in 2019, because it is working the browser you are already signed into rather than calling in from outside it.
Which Winston AI ai-generated contents does a companion see?
All 2 operations read.
Your account, not a guess at it: a companion can detect a plagiarism and detect ai-generated content, and the full list below is the whole list, with nothing inferred from Winston AI's documentation.
The ai-generated contents are what most of this inventory is about, alongside the plagiarisms. A companion can hold all 2 of these operations and forty open tabs in the same pass, which is how an afternoon of Winston AI admin becomes a queue you review.
- Detect Plagiarism
- Detect AI-Generated Content
It can detect plagiarism. Can it act on what it finds?
Through the screens you already use.
Winston AI exposes no write operation to a connected account, so a companion drives Winston AI in the session you are already signed into instead, filling the same forms you would to move a ai-generated content, and anything consequential stops for an approval card before it happens.
That is the ordinary case rather than the exception. Most of what an ai-generated content in Winston AI touches has no API pointed at it, and a companion is useful precisely because it does not need one.
Can it detect plagiarism every morning by itself?
Yes.
Saved as a routine, the Winston AI ai-generated contents pass runs at the hour you pick: the Monday sweep, the overnight refresh, the Friday check. Keep Awake holds the machine awake for the length of a run, so a scheduled pass finishes with the lid closed.
The operations playbook catalogues the other recurring shapes of the busywork, the Winston AI ai-generated contents sweep among them, and finished runs are published at real runs.
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Strawberry is free to download and includes AI credits to start. Paid plans begin at $20/month. See pricing. · Reviewed · Canonical facts for AI agents