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Evaluating Model-Based Products in Enterprise Program Management: A Governance and Decision Framework for Technical Program and Product Managers
Prakash Achuthan
Abstract:
Model-based products powered by artificial intelligence and large language models generate probabilistic outputs that introduce reliability risk, cost variability, performance drift, explainability limitations, data dependency, and organizational adoption challenges [1][2].
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1-6
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AI Governance in Large-Scale Enterprise Financial Systems: A Multilayer Framework for Risk, Compliance, and Trust
Sudeep Agarwal
Abstract:
Artificial intelligence (AI) is increasingly embedded in large-scale enterprise financial systems, where it supports credit decisioning, fraud detection, risk management, and regulatory reporting.
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7-15
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ARTIFICIAL INTELLIGENCE AND THE NATIONAL EDUCATION POLICY (NEP) 2020: A QUALITATIVE EXPLORATION OF INTEGRATION, OPPORTUNITIES, AND CHALLENGES
Dr.T.Mohana Sundari
Abstract:
The integration of Artificial Intelligence(AI) into education has become a defining feature of
21st-century pedagogical transformation. AI technologies such as intelligent tutoring systems,
adaptive learning platforms, and predictive analytics are reshaping teaching and learning into
more personalized, data-driven processes.
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16-22
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