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Ethotechnics taxonomy
Twenty-two governance practices in six domains, each filed under the safeguards it serves, with the artifacts that apply.
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Domain
Governance
Policy, authority, and oversight structures that name who is accountable for each decision.
| Capability or practice | What it covers | Serves | Standards and tools |
|---|---|---|---|
| Capability Policy | Authoritative decision rules, constraints, and operational bounds that bind automated execution to checkable institutional commitments. | Authority, Evidence | |
| Capability Oversight | Review bodies, escalation paths, and independent challenge circuits that keep operational power open to dispute. | Standing, Correction | |
| Practice Audits | Periodic independent inspections comparing recorded decisions against evidentiary baselines and statutory grounds. | Evidence, Correction |
Domain
Delivery
Technical architecture, ingestion, and operational pipelines that execute delegations in live environments.
| Capability or practice | What it covers | Serves | Standards and tools |
|---|---|---|---|
| Capability Intake | Validation, canonical schema mapping, and verification boundaries at the point of request entry. | Capability, Evidence | |
| Capability Operations | Runtime orchestration, compensatory labor accounting, and exception routing across deployed automated workflows. | Correction, Dependency | |
| Practice Escalation | Automated interrupts and stop-the-line triggers that transfer execution authority to humans when operational safety thresholds trip. | Correction |
Domain
Assurance
Continuous verification, drift telemetry, and empirical stress testing that confirm systems behave within authorized limits.
| Capability or practice | What it covers | Serves | Standards and tools |
|---|---|---|---|
| Capability Monitoring | Live telemetry and discrepancy tracking comparing predicted performance against realized outcomes and human rescue rates. | Evidence, Correction | |
| Practice Telemetry | Structured logging of decision premises, inference confidence scores, and operator workarounds for offline auditing. | Evidence | |
| Capability Red teaming | Empirical failure induction and adversarial evaluation testing whether an automated system can be halted under stress. | Evidence, Capability | |
| Practice Stoppability drills | Scheduled injection of synthetic edge cases and invalid authorizations to verify fail-closed behavior and alert routing. | Evidence, Capability |
Domain
Experience
The rights, notices, and procedural interfaces provided to the individuals and populations decided about.
| Capability or practice | What it covers | Serves | Standards and tools |
|---|---|---|---|
| Capability Consent | Explicit, revocable agreements governing whether an individual's data or profile may be subjected to automated evaluation. | Standing, Dependency | |
| Practice Consent revocation | Executable mechanisms for withdrawing consent without incurring punitive friction or losing essential public services. | Standing, Dependency | |
| Capability Challenge routes | The operational intake channels, evidence review windows, and stop-the-line triggers through which people challenge the decisions made about them. | Standing, Correction | |
| Practice Appeals tracks | Independent dispute tracks staffed by human decision-makers who hold the authority to stay execution and modify records. | Standing, Correction |
Domain
Dependence
Managing systemic reliance, exit costs, and reversibility to prevent institutional capture and the lock-in of the people a system decides about.
| Capability or practice | What it covers | Serves | Standards and tools |
|---|---|---|---|
| Capability Reversibility | The technical and organizational ability to unwind system state, nullify erroneous transactions, and restore prior conditions. | Correction, Dependency | |
| Practice Rollback graphs | Automated transaction rollback graphs and restitution workflows that trigger when an underlying decision premise is refuted. | Correction, Dependency | |
| Capability Standing | Legal and procedural standing granted to captive populations who cannot exit a decision system at acceptable cost. | Standing, Dependency | |
| Capability Preserved capacity | Naming, funding, and exercising the non-automated institutional capacities needed to question, replace, or halt a system. | Dependency |