ADAM GOVERNANCE

• ## Architectural Invariants (AFOS vNext)
• INVARIANT A: LLMs may propose calculations but may not implement authoritative financial calculations in the cognitive/orchestration layer.
• INVARIANT B: All state-changing operations pass through the governance plane.
• INVARIANT C: All state-changing operations receive a risk classification.
• INVARIANT D: All state-changing operations produce an immutable event.
• INVARIANT E: All material decisions receive provenance metadata.
• INVARIANT F: Frozen analytical context may not silently mutate during a decision.
• INVARIANT G: Rust execution kernels are deterministic and independently testable.