Raktim Singh

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Artificial Intelligence

Vingean Reflection for AI Agents
Artificial Intelligence

Vingean Reflection for AI Agents: The Hardest Problem in Enterprise AI Nobody Is Preparing For

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OOD Generalization Barrier
Artificial Intelligence

The OOD Generalization Barrier: Why Deep Learning Breaks Under Distribution Shift — And What Enterprise AI Must Do About It

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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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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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Why “Aboutness” Is the Hardest Governance Problem in Enterprise AI
Artificial Intelligence

Why “Aboutness” Is the Hardest Governance Problem in Enterprise AI

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Concept Formation in AI
Artificial Intelligence

Concept Formation in AI: Why Enterprises Must Govern Meaning

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Self-Limiting Meta-Reasoning:
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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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