Illustration 01
The Memory Defense
When neither the system nor its developer can reconstruct what was said, governance rests on recollection instead of evidence. Attestation creates an inspectable record at the decision boundary.
Illustration series
AI governance,
illustrated.
A visual series about authority, evidence, memory, and what organizations can prove after an AI decision.
The series
Policies describe what should happen. Evidence shows what did.
AI governance becomes real at the moment a system allows, modifies, holds, denies, or routes a decision.
These illustrations examine the questions organizations face afterward: Who authorized the action? Which safeguards ran? What evidence survives when neither the model nor its developer can reconstruct the event?
SASKI connects deterministic rulebook decisions to signed, inspectable receipts so a reviewer can examine the rulebook version, outcome, reasons, and chain of evidence without relying on the AI’s memory or a promise written after the fact.
The attestation series
Six questions every governed AI system should be ready to answer.
Illustration 02
Where’s the Evidence?
An AI can point to its instructions and a developer can point to the model. A decision receipt preserves who authorized what, which rulebook ran, and why the system allowed, held, modified, or denied the action.
Illustration 03
Empty Binder, Empty Promises
Documentation says safeguards exist. Attestation shows whether they actually ran for a specific decision. Evidence must be produced at the governance boundary, not written afterward.
Illustration 04
The Incident Report Shredder
Without retained incident records, each failure is treated as an isolated event and improvement stalls. Attestation creates a durable evidence trail that teams can review across decisions.
Illustration 05
The Proof Problem
A control being enabled today does not prove it was active when a prior decision occurred. Decision-time receipts show which rulebook and safeguards were applied at that moment.
Illustration 06
The Safety Feedback Loop
Receipts are not only for after-the-fact review. They help teams identify recurring patterns, improve rulebooks, and test whether later safeguards address the evidence.
The principle
Governance must leave evidence.
A policy is a plan. A model explanation is a reconstruction. Attestation is contemporaneous evidence of the governance decision.
Signed decision receipts make it possible to inspect what was evaluated, which rulebook applied, what outcome was recorded, and why.
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