Deterministic AI verification: control critical actions
Separate probabilistic proposals from deterministic validation for schemas, amounts, policies and critical actions.
A deterministic verifier fits functions where the rule can be made explicit and evaluated without ambiguous interpretation.
An incomplete verifier can create false confidence; its limits and reference data require testing too.
The model proposes, the verifier evaluates and a separate authority decides whether execution is allowed.
What the architecture must make explicit
Capability does not grant authority. Critical systems must separate what proposes, verifies, permits and executes.
Move from a keyword to an inspectable engineering decision
Separate
Decouple probabilistic proposal, validation, permission and physical execution.
Bound
Limit tools, data, actions, duration and environments available to each component.
Refuse
Make missing evidence, timeouts and ambiguity explicit states.
Audit
Retain the applied rule, its inputs, version and resulting decision.
A claim is only as strong as its binding
The gate must evaluate the exact output produced by the exact realization. Integrity, scientific validity and authority are related, but never interchangeable.
Questions that change the design
What does deterministic ai verification: control critical actions require?
A deterministic verifier fits functions where the rule can be made explicit and evaluated without ambiguous interpretation. Capability does not grant authority. Critical systems must separate what proposes, verifies, permits and executes.
Which evidence should be retained?
At minimum: exact realization identity, inputs and outputs, protocol version, measurements, failure cases and the decision rule. The model proposes, the verifier evaluates and a separate authority decides whether execution is allowed.
Does AMF prescribe a particular model?
No. AMF treats the model, runtime, data, tools and deterministic components as candidate materials. Their retention depends on measured contribution and declared constraints.