Human oversight of AI · Spec v1.0

Human oversight, measured.

COHESION publishes the specification. Regulators cite it. Auditors score against it. The result is a single number for the human layer of an AI system, with the evidence attached.

Spec v1.0 · 19 sections API 50+ endpoints USPTO #1414 SSRN 6571519
Certification Spec v1.0 · Section 4

Seven measured dimensions of human oversight.

Each dimension carries a fixed weight. A composite score on the published 0 to 1000 range is the weighted sum, with the Article 14 threshold marked on every bar.

Code Dimension Maps to Weight
D1 Escalation integrity AI Act Art. 14(4)(d)
18.0
D2 Review cadence NIST AI RMF · Measure
16.0
D3 Decision authority AI Act Art. 14(4)(a)
15.0
D4 Reviewer competence ISO/IEC 42001 · 7.2
14.0
D5 Independence AI Act Art. 14(4)(b)
13.0
D6 Auditability NIST AI RMF · Govern
13.0
D7 Override capability AI Act Art. 14(4)(e)
11.0