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The phrase "as they know" is correct and usable in written English.
It can be used to refer to information or understanding that is already known by the subject being discussed.
Example: "The decision was made based on the facts, as they know the situation better than anyone else."
Alternatives: "as they are aware" or "as they understand".
Exact(59)
Military officers - as they know well - also have that obligation.
Do they always spend as wisely as they know how?
Just as long, of course, as they know when to come knocking.
As they know, in the short term they are wasting their breath.
As far as they know, their father died in a car accident.
For indigenous groups, the drying out of the Xingu would change life as they know it.
Natives still fear the death of picking as they know it.
As far as they know, no one has stepped forward to dispute it.
Most male professional athletes, as far as they know, do not have gay teammates.
As they know, however, this result has been met with some skepticism in specialist circles.
As far as they know, we kinda want to, but not really.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com