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cs.AI2026
Operational AI Deployment Assurance: Governance-State Orchestration Under Threshold-Sensitive Deployment Conditions -- A Governance Framework for High-Stakes AI Systems
Khalid Adnan Alsayed
AI governance frameworks increasingly emphasize fairness, transparency, accountability, and lifecycle risk management in high-stakes domains. However, many current approaches remai…
cs.AI2026
When AI Gets it Wrong: Reliability and Risk in AI-Assisted Medication Decision Systems
Khalid Adnan Alsayed
Artificial intelligence (AI) systems are increasingly integrated into healthcare and pharmacy workflows, supporting tasks such as medication recommendations, dosage determination,…