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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

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Odinaka-olisa James Okonkwo

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Open access Sep 2026

From Signal Integrity to Decision Integrity: Autonomous Validation Architectures for Institutional Governance Systems

An Autonomous Validation Architecture model is proposed that applies engineering principles with institutional decision processes and offers a structured approach to improving accountability, strengthening decision reliability, and building greater confidence in complex decision-making systems.

Odinaka-olisa James Okonkwo · 0 citations
Open access Aug 2026

Engineering Decision-Grade Intelligence: Designing Preventive Validation Systems for Public-Funded Institutions

Public-funded institutions operate under increasing pressure to demonstrate accountability, transparency, and measurable impact. Despite the widespread collection of programmatic and financial data, many institutions lack formally engineered systems that ensure information used in funding, compliance, and strategic dec...

Odinaka-olisa James Okonkwo · 0 citations

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