Systems

Structures for forming and evaluating judgment in AI systems.

Order of operation

  1. Inquiry
  2. Formation Layer
  3. Judgment Layer

Three instruments

Inquiry

Asks the question.

Establishes the conditions of the problem.

Formation Layer

Shapes how thinking forms before resolution.

Introduces structure and friction into interaction.

Judgment Layer

Evaluates what is produced.

Makes reasoning and selection visible.

Operational sequence

These systems operate as a sequence:

Inquiry defines the problem.

Formation Layer structures reasoning.

Judgment Layer evaluates outcomes.

System vocabulary

This sequence redistributes judgment across interaction rather than leaving it to the end. It changes how authorship is inferred, requires friction before fluency hardens into closure, and remains anchored in inquiry so that responsibility can become legible.