Edoraz

Behavioral provenance for written work

4 followers

Behavioral provenance for written work

4 followers

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Note and writing apps

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File storage and sharing apps

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AI Workflow Automation

Behavioral provenance for written work. Edoraz traces how a document was built, not just what it says.

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Launch tags:Writing•User Experience•SaaS

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Hello there PH! The most common question we get: "How is this different from AI detectors like Turnitin or Pangram?" AI detectors try to classify text as human or AI after the fact and they're increasingly unreliable as models get better at mimicking human writing. We don't play that game at all. We instrument the writing process itself (keystroke cadence, edit history, paste events, idle patterns and even thought pauses). The behavioral signal is captured while the document is being written, not after. This means even a state of the art agent gets flagged. Not because of what it wrote, but because of how it wrote it. Love to go deep on the technical side if anyone's curious.

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7mo ago

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