MindtheMachine

Articles by Arijit Chatterjee

This page lists my published articles on AI systems, decision intelligence, and internal regulation.
All links below point to externally published articles (Towards AI on Medium).

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The Stability Layer: Governing Quiet Failures at Inference Time

Explains Why reliable AI systems need to regulate how answers are selected, when commitment is allowed, and how strongly conclusions are expressed Published in Towards AI
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LLMs, MCPs, and Agents in Decision Intelligence

Explains the architectural differences between large language models, model-context protocols, and agent-based systems in decision-oriented architectures.
Published in Towards AI
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From Business Intelligence to Decision Intelligence: What Is Actually Changing?

Examines what fundamentally shifts when organizations move from reporting dashboards to decision-centric intelligence systems.
Published in Towards AI
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When Intelligent Systems Lose Their Balance: Quiet Failures, Masking, and Broken Internal Evaluation

Analyzes how intelligent systems degrade through masked failure modes rather than explicit errors, and why such failures are difficult to detect.
Published in Towards AI
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Why Intelligent Systems Fail Quietly

Introduces the concept of quiet failure and explains why conventional monitoring and evaluation approaches often fail to surface it.
Published in Towards AI
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