aisecurity.llc

The Evidence Gap

Governance language often appears before engineering evidence language such as eval outputs, telemetry, and remediation proof.

Governance-to-execution gap

What this finding measures

Internal / Teaser Only

Governance language often appears before engineering evidence language such as eval outputs, telemetry, and remediation proof.

Use only as exploratory teaser or internal prioritization.

Based on analyzed job-description signals, not proof of any individual company’s internal security maturity.

Evidence readiness

Execution hinge

Chart targets

Active filters: period=all, industry=all, seniority=all

Evidence charts

Finding Evidence

Governance/framework language compared with operational evidence language.

v_framework_evidence_benchmarks

Source: v_framework_evidence_benchmarks

Framework language is a public role signal, not proof of implemented governance.

Spec title: Framework Mentions Versus Evidence Mentions

Chart ID: chart_evidence_gap_framework_vs_evidence

Source: v_framework_evidence_benchmarks

Caption: This chart compares framework references with evidence-artifact references.

Chart caveat: Framework language is a public role signal, not proof of implemented governance.

Deck note: Use this chart for governance-to-engineering discussion.

chart_governance_vs_engineering_matrix