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Version devBuilt at: 2026-10-12 04:31:30 EDT

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@markar.bsky.socialOct 6, 2026, 5:18 PM

For a limited time, we are releasing a demo of #IdeaLens and #ProseLens, so try it out!

ideadetector.ai

@markar.bsky.socialOct 6, 2026, 5:18 PM

Traditional detectors are very accurate when #prose and #ideas come from the same source.

But #IdeaLens is the only detector that can detect AI ideas hidden behind human prose.

@markar.bsky.socialOct 6, 2026, 5:18 PM

We represent documents as outlines of their ideas and train #IdeaLens to fit Pangram 3 labels after paraphrasing the outlines to remove stylistic cues from the source.

As a control, we train #ProseLens directly on the raw documents.

@markar.bsky.socialOct 6, 2026, 5:18 PM

Can you tell whether the #ideas in a piece of writing came from a human or an AI?

As AI writing becomes common, policies on AI use focus on who came up with the ideas in the text rather than who wrote it.

AI detectors answer the latter, not the former.
We release #IdeaLens, a detector of AI ideas.

First page of a research paper: IDEALENS: DETECTING AI IDEAS IN LONG-FORM WRITING