Raktim Singh

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Recourse Platforms
Artificial Intelligence

Recourse Platforms: The Next AI Infrastructure Market for Correction, Appeal, and Recovery

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The Representation Maturity Model
Artificial Intelligence

The Representation Maturity Model: How Boards Decide When AI Can Be Trusted With Real Decisions

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The Representation Economy
Artificial Intelligence

The Real Reason AI Projects Fail Has Nothing to Do with AI : Why Data, Governance, and Models Are Often Not the Root Cause

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The Governance of Visibility:
Artificial Intelligence

The Governance of Visibility: Why AI Needs Rules for What Can Be Seen, Known, and Acted Upon

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The New Executive Mandate: Designing Human + AI Advantage in the Intelligence Era
Artificial Intelligence

The New Executive Mandate: Designing Human + AI Advantage in the Intelligence Era

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Causal Transportability for Foundation Models
Artificial Intelligence

Causal Transportability for Foundation Models: Why Enterprise AI Fails Under Latent Variable Shift — And How to Fix It

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Runtime Ontology Collapse in Acting AI Systems:
Artificial Intelligence

Runtime Ontology Collapse in Acting AI Systems: Why Perfect Reasoning Fails in the Real World

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When AI Solves the Wrong Problem: The Missing Homeostatic Layer in Reasoning Systems
Artificial Intelligence

When AI Solves the Wrong Problem: The Missing Homeostatic Layer in Reasoning Systems

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Self-Limiting Meta-Reasoning:
Artificial Intelligence

Self-Limiting Meta-Reasoning: Why AI Must Learn When to Stop Thinking

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Formal Theory of Delegated Authority
Artificial Intelligence

Formal Theory of Delegated Authority: Why Accountability Must Follow Authority Flow—Not Execution Flow

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