SYNCLOGICSL-IB-001
How should governance change when a decision cannot easily be reversed?
Irreversible Bets increases governance when an AI-assisted decision creates binding, path-dependent or asymmetric consequences.
AuthorWalter Shepherd
Published26 July 2026
Updated26 July 2026
Version2.1.0
StatusPublic Research and Pilot Release
MethodSL-IB-001
Failure mode
What this method prevents
A filing, contract, regulatory commitment or safety-critical action is released using evidence suitable only for reversible exploration.
Illustrative example
A controlled pilot is reversible; a long-term contract or regulatory submission may not be. They should not share the same release standard.
How it works
A controlled sequence
- Test legal or regulatory binding effect.
- Test whether material alternatives are foreclosed.
- Identify path dependencies.
- Assess whether error costs are asymmetric or uncorrectable.
- Increase verification and independent review.
- Withhold release until the additional burden is discharged.
Reliance note
The method supports governance; it does not self-authorise a decision.
Application must be proportionate to the task, evidence and consequence level. The output should state what has been registered, what remains uncertain and which authorised human or organisation controls release.