Interpretation is Risk.

We reduce costly misreads by structuring intent, incentives, and narrative shifts before you act.

1. Structured Intent

We model what the text is trying to achieve. Surface meaning is only the first layer. The real signal lies in what the author is optimizing for.

Structured Intent

2. Incentive Mapping

Language reflects pressure. We detect leverage, risk absorption, and responsibility shifts. Understanding incentives reveals who benefits from the framing.

Incentive Mapping

3. Narrative Delta

Meaning changes when wording shifts. Compare Mode isolates structural movement. What looks minor on the surface often signals a deeper repositioning.

Narrative Delta
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