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Hollow House Institute

Governance-first AI systems. Canonical definitions, audit-ready standards, and longitudinal behavioral governance. Language treated as infrastructure, not documentation.

AI systems don’t fail. They expose what was already unstable.

AI systems don’t fail. They expose what was already unstable.

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AI systems don’t drift because of one bad output,they drift because nothing interrupts execution.

AI systems don’t drift because of one bad output,they drift because nothing interrupts execution.

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Stable Metrics, Unstable Systems Most AI systems don’t fail loudly,they shift quiet

Stable Metrics, Unstable Systems Most AI systems don’t fail loudly,they shift quiet

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Friction vs Speed Is the Real AI Governance Problem

Friction vs Speed Is the Real AI Governance Problem

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2 min read
Most AI failures today are not model failures,they are control failures.

Most AI failures today are not model failures,they are control failures.

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1 min read
From Retrieval to Internalization

From Retrieval to Internalization

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Execution-Time Governance: The Missing Layer in DevOps Systems

Execution-Time Governance: The Missing Layer in DevOps Systems

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Feedback Loops: The Quiet Force Shaping AI System Behavior

Feedback Loops: The Quiet Force Shaping AI System Behavior

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2 min read
Governance Drift: The Hidden Failure Mode of AI Systems

Governance Drift: The Hidden Failure Mode of AI Systems

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2 min read
Systems follow what they repeat, not what you write down

Systems follow what they repeat, not what you write down

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Why AI Governance Fails Without Stable Terminology

Why AI Governance Fails Without Stable Terminology

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3 min read
Introducing the AI Governance Glossary (v1.3.0): A Vocabulary for Behavioral AI Governance

Introducing the AI Governance Glossary (v1.3.0): A Vocabulary for Behavioral AI Governance

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A Governance Lens on Drift, Evidence, and Reliance.

A Governance Lens on Drift, Evidence, and Reliance.

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3 min read
A Note on Language: Three Terms I Use When Talking About AI Governance.

A Note on Language: Three Terms I Use When Talking About AI Governance.

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