Vraimony
Learning & calibration · public signal layer

See what the engine is learning before it changes thresholds or claims progress.

This page turns repeat blockers, signal pressure, and outcome-linked calibration into a public summary. It does not expose user files, personal data, or hidden behavioural tracking.

Headline

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State strip
Pressure map

Repeat blockers and signal pressure in the active window.

Repeat blockers

Evidence gaps

Signal pressure

Priority moves

What should change next, and why.

Outcome calibration

Scored outcomes, not just louder product claims.

Direction accuracy

Curve

Dimension spread