Evidence

Reviews that substantively treat this mechanism

2026-10-01 · AI Governance

JAZB Framework v1.1: Judiciary AI Zero-Trust Broker

JAZB makes machine authority governable by turning provenance, delegation, revocation, jurisdiction, actuation, and evidence into explicit control objects, but organizational authority becomes legitimate governance only when the human sovereign root is itself constrained, contestable, and externally accountable.

AuthorityDelegationRevocationEnforcementProvenanceAuditabilityInstitutional Capacity
2026-09-29 · AI Governance

Artificial Intelligence and Electoral Democracy in Nigeria: Political Participation, Information Integrity and The Future of Democratic Governance

The paper convincingly reframes electoral AI as an institutional evidence problem rather than a detection problem, but it offers a governance agenda rather than a governance architecture until authority for authenticity disputes, correction, platform enforcement, and redress is specified.

ProvenanceInstitutional CapacityAccountabilityContestabilityAuditability
2026-09-03 · Trust Infrastructure

A Verifier-Centric Conceptual Model for Digital Credential Ecosystems

Credential interoperability is not a property of shared formats alone: it exists only when verifiers can obtain the constitutional and logistical materials needed to decide what to trust, while retaining responsibility for the assumptions that make acceptance legitimate.

AuthorityLegitimacyProvenanceDependencyAccountability
Cross-paper knowledge

Findings connected to this theme

Cross-paper finding · 4 source reviews

Identity and provenance do not establish authority

Knowing who or what acted, or proving the causal origin of an action, does not establish that the actor was entitled to exercise the authority required for that action.

Reviews of agent IDs, provenance-bounded execution, credential verification and national trust infrastructure converge on a recurring category boundary between attribution and legitimate mandate.

AuthorityLegitimacyProvenanceDelegation
Evidence base
Cross-paper finding · 2 source reviews

Institutional reliance is a governance decision, not a verification result

Cryptographic validity, issuer identity and provenance can support a relying institution's decision, but they do not determine whether reliance is authorised, appropriate for the purpose or legitimate.

Credential and trust-infrastructure reviews converge on the need to make verifier or relying-party policy explicit, including issuer authority, purpose, current status and responsibility for acceptance.

AuthorityLegitimacyProvenanceAccountability
Evidence base
Cross-paper finding · 4 source reviews

Measurement does not confer legitimacy

Provenance, representational similarity, perceived acceptance, administrative coherence and other measurable properties can establish facts about a system without establishing who is entitled to decide, whose values should prevail or whether an action is legitimate.

Reviews now reach the same boundary from measurement, public-administration and state-capacity work: evidence about acceptance, coherence or representation can support analysis without supplying justified authority, contestability or institutional constraint.

LegitimacyProvenanceContestability
Evidence base
Research agenda

Open gaps connected to this theme

Open governance gap · 3 source reviews

Who decides when authoritative evidence conflicts?

Governance proposals increasingly improve provenance, verification and transparency without specifying how conflicting authenticity, authority or policy determinations are adjudicated when multiple institutions can make plausible claims.

Better evidence infrastructure can make disagreement more visible without resolving it. Without decision rights, evidentiary thresholds, correction procedures and appeal, a dispute can simply migrate into whichever institution controls the verification or access layer.

AuthorityProvenanceContestabilityRedressGatekeeping
Evidence base
Connections

Material relationships among relevant reviews