Primitives

Invariants

Concept

Invariants are non-negotiable truths that remain valid across prompts, models, and runtime contexts.

Formal Idea

forall t: invariant(x_t, y_t) = true

System Implications

• Safety constraints stay stable despite stochastic generation.
• Failure boundaries are explicit and auditable.
• System behavior becomes predictable under drift.