NeuroCloak: Cognitive Digital Twin (CDT) for AI Systems
Dev.to AI
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Generative AI
We Built a Production AI Governance Platform as Students - Using Only MongoDB's Free Tier Authors: Sama Thanvik Reddy,P. Akash, K. Abhina,M. Srihith The Question That Started Everything Picture this: an AI system just denied someone's loan application. The bank's compliance officer walks in and asks - "Why, exactly, did that happen?" Not "what score did the model return?" Not "which threshold did it miss?" Why - step by step, traceable, auditable, defensible in front of a regulator. In most AI deployments today, that question has no good answer.