Algorithmic due process is required for consequential machine decisions

Decision-use interpretation

The decision-use question is whether Algorithmic due process is required for consequential machine decisions can be supported as a cyber-defense and assurance maturity proposition using qualitative. Its dependency chain is notice; explanation; challenge; appeal; correction. Because the declared range state is NOT_SUPPLIED_NO_RANGE_INVENTED, the record supplies no forecast interval beyond what the corrected source actually states.

Analysts should watch verified change in notice; verified change in explanation; verified change in challenge; primary-source status review; independent replication or operational evidence; recorded contradiction or correction. The assumption must be downgraded, corrected, or superseded if black-box deprivation; unreviewable decision. Its declared lag structure is VARIABLE_DIGITAL_AND_INSTITUTIONAL_LAG; digital change therefore cannot be treated as proof that the corresponding legal, financial, industrial, or physical transition has occurred.

Calibration

Source assumption

EVI-SIM-A-007

Source report

REP-EVIULON-POLITICAL-LEGITIMACY-001

Variable class

cyber-defense and assurance maturity

Units

qualitative

Baseline provenance

No current operational baseline adopted unless a separate current evidence record states one.

Range status

NOT_SUPPLIED_NO_RANGE_INVENTED

Lag structure

VARIABLE_DIGITAL_AND_INSTITUTIONAL_LAG

Last verified

None

Current state

SCENARIO_NOT_CURRENT_FACT

Dependencies

• notice
• explanation
• challenge
• appeal
• correction

Leading indicators

• verified change in notice
• verified change in explanation
• verified change in challenge
• primary-source status review
• independent replication or operational evidence
• recorded contradiction or correction

Falsification conditions

• black-box deprivation
• unreviewable decision

Update and promotion

Retain SOURCE_ONLY until a separately authorized review binds current primary evidence, units, method, uncertainty, and date. Preserve prior values and publish a correction or supersession record.

• Current primary source for legal, technical, market, or standards claims
• Independent evidence matching the declared units and scope
• Method and uncertainty record
• Correction history and disconfirming evidence
• Authority record for any operational conclusion

Source and boundary

The Legitimacy Path for a Machine Civilization — Corrected Institutional Strategy Edition

Calibration record for a source-derived assumption; not an observation, forecast, capability, or authorization.