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Knowledge from the Lab

White papers, technical briefs, and case studies from the team building governance infrastructure for mission-critical AI execution. Deep dives into cryptographic verification, architecture, and real-world compliance deployment.

Featured Research — 100+ Pages · 101 Sources · Published Under AAICE

AAICE White Paper: AI Governance as Infrastructure

A comparative framework analysis documenting the convergence of AI governance standards, regulatory instruments, and operational practices toward common architectural properties. Authored by Steven Jasmin, published under the Alabama AI Center of Excellence, v2.0.1 (February 2026).

Five convergence dimensions · Four authority primitives (Approve, Invalidate, Override, Audit) · Invalid-state taxonomy (Drift, Unauthorized Modification, Evidence Break) · Safety-critical analogies from aviation, nuclear, NASA, and DoD · Five-level governance maturity model · Evidence-first assessment methodology · 101 source references across 17 categories

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WHITE PAPER
v2.0.1

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