TO2D

Architecture Lab

Primitives

Canonicalization

Concept

Canonicalization rewrites variable inputs into a consistent representation that operators can process reliably.

Formal Idea

r_t = R(z_t)

System Implications

  • Equivalent inputs map to equivalent operator behavior.
  • Prompt-level variability is reduced before inference.
  • Validation and replay become more deterministic.

Real Example

Converting noisy UI text and mixed field labels into normalized schema keys before contract-based execution.