Paste an essay, a tutoring transcript or a chat message. edshield finds the student's personal details and removes them locally. The text on the right is all an AI tutor or a cloud model would ever see.
Rules catch names the student introduces ("my name is…", a signature). A friend's name mentioned in passing, like a classmate in this essay, needs the on-device model. Switch the detector to see the difference.
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