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Using AI with Confidence: Validating Trust, Governance, and Adjudication 

Clemons, Christopher A.; McKibben, Jason D.; Lindner, James R.; https://orcid.org/0000-0001-9879-0888; https://orcid.org/0000-0003-2080-202X; https://orcid.org/0000-0002-1448-3846 (2026-08-09)
Establishing trust and validation within artificial intelligence workflows requires a practical communication framework that preserves human judgment, evidence discipline, and organizational accountability. Designed for ...