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Carlos E. Perez

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Intuition Machine

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Carlos E. Perez

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1d ago

From Loop Engineering to Graph Engineering?

What the shift in AI agent architecture is really about

From Loop Engineering to Graph Engineering?

Carlos E. Perez

·

3d ago

The Fork in the Ladder — Where AI Progress Goes from Here

Predictions about artificial intelligence usually fail in one of two ways. Either they are timelines — confident dates for capabilities…

The Fork in the Ladder — Where AI Progress Goes from Here

In

Intuition Machine

by

Carlos E. Perez

·

3d ago

The Scholar Who Never Left the Library

On growing up, being onboarded, and why machines get self-direction before self-awareness

The Scholar Who Never Left the Library

In

Intuition Machine

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Carlos E. Perez

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Jul 10

The Eight Theories of the Machine

Every AI lab claims to be building the same thing. Look closer, and you find eight different arguments about what intelligence is for.

The Eight Theories of the Machine

In

Intuition Machine

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Carlos E. Perez

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Jun 11

Why the LLM Capability Ladder Climbs the Way It Does, and Where It Ends

There is a familiar worry that artificial intelligence is advancing faster than we can understand it. That is true, but it is not quite the…

Why the LLM Capability Ladder Climbs the Way It Does, and Where It Ends

In

Intuition Machine

by

Carlos E. Perez

·

Jun 11

The Long Handover: How Language Models Grew from Tools into Agents

We usually tell the story of AI progress as a story of raw power. Each model is bigger than the last, trained on more text, faster, more…

The Long Handover: How Language Models Grew from Tools into Agents

In

Intuition Machine

by

Carlos E. Perez

·

May 29

The Catholic Church as an Interpretive Grammar for Living Systems

Introduction: Christianity Begins as an Information Problem

The Catholic Church as an Interpretive Grammar for Living Systems

In

Intuition Machine

by

Carlos E. Perez

·

May 23

Why Evaluation Is the Bottleneck: A Structural Account of Human Judgment in Agentic AI

The competitive moat is not the model but the mediation architecture around it

Why Evaluation Is the Bottleneck: A Structural Account of Human Judgment in Agentic AI

In

Intuition Machine

by

Carlos E. Perez

·

May 17

The Color That Shouldn’t Exist: How QPT Explains What Your Eyes Can’t See

You have never seen purple.

The Color That Shouldn’t Exist: How QPT Explains What Your Eyes Can’t See

In

Intuition Machine

by

Carlos E. Perez

·

May 15

The Jobs That Don’t Have Names Yet

Why We Can’t See the Future of Work — And What Structural Theory Reveals About Where to Look

The Jobs That Don’t Have Names Yet

Carlos E. Perez

Carlos E. Perez

Quaternion Process Theory Artificial Intuition, Fluency and Empathy, the Pattern Language books on AI — https://intuitionmachine.gumroad.com/

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