Machine Alignment

Machine Optics & Metrics

Four technical engines turn a document into measurable structure, so coherence can be compared across sources, languages, and runs.

Digital Optics

How a machine looks at a document: focus, depth of field, and the resolution at which structure becomes visible.

Digital Metrics

Countable structure — tags, rods, scopes, word counts, and unit-bearing quantities extracted from the source itself.

Curved Metrics

Meaning rarely moves in straight lines. Curvature measures how far an interpretation bends between input and scope.

Chromatic Metrics

Colour as a measurement channel: chromatic distance between an input tag and machine-attributed scope tags.

Validation modulesAgentic validation