Raktim Singh

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Decision Scale: Why Competitive Advantage Is Moving from Labor Scale to Decision Scale
Artificial Intelligence

Decision Scale: Why Competitive Advantage Is Moving from Labor Scale to Decision Scale

Raktim Singh -
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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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The Instability Threshold of Autonomous Enterprise AI
Artificial Intelligence

The Instability Threshold of Autonomous Enterprise AI: How Goodhart Pressure Triggers Epistemic Collapse — And How to Engineer Bounded Autonomy

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The Reliability Gap in Enterprise AI: Why Bigger Models Won’t Fix What’s Broken
Artificial Intelligence

The Reliability Gap in Enterprise AI: Why Bigger Models Won’t Fix What’s Broken

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A Formal Theory of Irreversibility in AI Decisions
Artificial Intelligence

A Formal Theory of Irreversibility in AI Decisions

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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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unified theory of unrepresentability in AI
Digital Transformation

A Unified Theory of Unrepresentability in AI: Why the Most Dangerous Failures Come from Missing Concepts

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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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