Carlos E. Perez (IntuitMachine)
@ceperez.bsky.social
Author: Artificial Intuition, Fluency & Empathy, DL Playbook, Patterns for Generative AI, Patterns for Agentic AI
https://twitter.com/IntuitMachine
https://intuitionmachine.gumroad.com
https://medium.com/intuitionmachine
https://twitter.com/IntuitMachine
https://intuitionmachine.gumroad.com
https://medium.com/intuitionmachine
Pinned
1. Semiotic Processes - Artificial Fluency
YouTube video by Intuition Machine - AGI is the Medium
www.youtube.com
Watch episodes for my book Artificial Fluency. www.youtube.com/watch?v=XU2r...
How to Save the American Middle Class
intuitmachine.medium.com/the-coordina...
intuitmachine.medium.com/the-coordina...
The Coordination Catastrophe: How AI Could Save the American Middle Class From Its Extinction
We know exactly how empires kill their middle classes. We’ve watched it happen five times before. What we’ve never had is the technology to…
intuitmachine.medium.com
November 9, 2025 at 11:49 AM
How to Save the American Middle Class
intuitmachine.medium.com/the-coordina...
intuitmachine.medium.com/the-coordina...
The Story and the Map: Two Civilizational Operating Systems
medium.com/intuitionmac...
medium.com/intuitionmac...
The Story and the Map: Two Civilizational Operating Systems
The Fundamental Divergence
medium.com
September 25, 2025 at 12:20 AM
The Story and the Map: Two Civilizational Operating Systems
medium.com/intuitionmac...
medium.com/intuitionmac...
The Gravity of Meaning: How AI Revealed the Strange Attractors That Shape Human Thought medium.com/intuitionmac...
The Gravity of Meaning: How AI Revealed the Strange Attractors That Shape Human Thought
On the Topology of Mind in the Age of Artificial Intelligence
medium.com
September 8, 2025 at 11:54 AM
The Gravity of Meaning: How AI Revealed the Strange Attractors That Shape Human Thought medium.com/intuitionmac...
I just published The Transition from Omniscient AI to Epistemically Honest AI medium.com/intuitionmac...
The Transition from Omniscient AI to Epistemically Honest AI
The Paradox of Confident Ignorance
medium.com
September 6, 2025 at 9:17 AM
I just published The Transition from Omniscient AI to Epistemically Honest AI medium.com/intuitionmac...
I just published The Incompleteness Revolution: A Proposal for Transforming Consciousness Science medium.com/intuitionmac...
The Incompleteness Revolution: A Proposal for Transforming Consciousness Science
The End of the Quest
medium.com
September 1, 2025 at 9:46 AM
I just published The Incompleteness Revolution: A Proposal for Transforming Consciousness Science medium.com/intuitionmac...
I just published The Architecture of Becoming: How Categorical Thinking Revolutionizes Human Development medium.com/intuitionmac...
The Architecture of Becoming: How Categorical Thinking Revolutionizes Human Development
The Prison of Fixed Perspective
medium.com
August 23, 2025 at 4:49 PM
I just published The Architecture of Becoming: How Categorical Thinking Revolutionizes Human Development medium.com/intuitionmac...
Soft Inductive Biases: How Reformulating Constraint Architecture Dissolves Deep Learning’s… medium.com/intuitionmac...
Soft Inductive Biases: How Reformulating Constraint Architecture Dissolves Deep Learning’s…
The Parallel Revolutionary Approaches
medium.com
August 20, 2025 at 10:55 PM
Soft Inductive Biases: How Reformulating Constraint Architecture Dissolves Deep Learning’s… medium.com/intuitionmac...
The Great Divergence: How America Gamed Itself to Death While China Learned to Govern medium.com/intuitionmac...
The Great Divergence: How America Gamed Itself to Death While China Learned to Govern
Introduction: Two Experiments in Civilization
medium.com
August 18, 2025 at 1:54 PM
The Great Divergence: How America Gamed Itself to Death While China Learned to Govern medium.com/intuitionmac...
I just published GPT-5 as a Design-Pattern Inspired LLM medium.com/intuitionmac...
GPT-5 as a Design-Pattern Inspired LLM
Large language models have evolved from passive text predictors into agentic reasoning systems, and GPT-5 represents the clearest…
medium.com
August 16, 2025 at 2:11 PM
I just published GPT-5 as a Design-Pattern Inspired LLM medium.com/intuitionmac...
Surviving the AI Singularity’s Phase Transition medium.com/intuitionmac...
Surviving the AI Singularity’s Phase Transition
Introduction: Three Questions That Explain Everything
medium.com
August 16, 2025 at 12:59 PM
Surviving the AI Singularity’s Phase Transition medium.com/intuitionmac...
August 14, 2025 at 8:32 PM
I just published The Personal Antifragility Stack: A Complete Implementation Guide medium.com/intuitionmac...
The Personal Antifragility Stack: A Complete Implementation Guide
Foundation: Understanding Antifragility vs. Resilience
medium.com
August 14, 2025 at 11:15 AM
I just published The Personal Antifragility Stack: A Complete Implementation Guide medium.com/intuitionmac...
I just published They Turned Everything Into a Metric, Then Gamed Every Metric Into Meaninglessness medium.com/intuitionmac...
They Turned Everything Into a Metric, Then Gamed Every Metric Into Meaninglessness
Imagine a hospital that discovers it can make more money by keeping patients slightly sick rather than fully healing them. A university…
medium.com
August 13, 2025 at 11:10 AM
I just published They Turned Everything Into a Metric, Then Gamed Every Metric Into Meaninglessness medium.com/intuitionmac...
Some new context-engineering jargon
CLEAR framework — a composition guide for writing prompts: be Concise, Logical, Explicit, Adaptive, and Reflective.
Graph-of-Thoughts (GoT) — organize thoughts as a graph (nodes = thoughts, edges = dependencies) to improve quality and cost.
CLEAR framework — a composition guide for writing prompts: be Concise, Logical, Explicit, Adaptive, and Reflective.
Graph-of-Thoughts (GoT) — organize thoughts as a graph (nodes = thoughts, edges = dependencies) to improve quality and cost.
August 13, 2025 at 6:58 AM
Some new context-engineering jargon
CLEAR framework — a composition guide for writing prompts: be Concise, Logical, Explicit, Adaptive, and Reflective.
Graph-of-Thoughts (GoT) — organize thoughts as a graph (nodes = thoughts, edges = dependencies) to improve quality and cost.
CLEAR framework — a composition guide for writing prompts: be Concise, Logical, Explicit, Adaptive, and Reflective.
Graph-of-Thoughts (GoT) — organize thoughts as a graph (nodes = thoughts, edges = dependencies) to improve quality and cost.
I just published The Irreducible Epistemic Boundary: On the Fundamental Limits of Machine Learning and the Nature of… medium.com/intuitionmac...
The Irreducible Epistemic Boundary: On the Fundamental Limits of Machine Learning and the Nature of…
The Coin Flip at the Edge of Knowledge
medium.com
August 11, 2025 at 12:44 PM
I just published The Irreducible Epistemic Boundary: On the Fundamental Limits of Machine Learning and the Nature of… medium.com/intuitionmac...
A year ahead of the curve. A previous book was "Artificial Intuition." I guess back then it was "Have you considered monetizing intuition?"
August 7, 2025 at 11:24 PM
A year ahead of the curve. A previous book was "Artificial Intuition." I guess back then it was "Have you considered monetizing intuition?"
I just published The AI That Thinks Like a Dream Team medium.com/intuitionmac...
The AI That Thinks Like a Dream Team
When Machines Started Thinking Like Humans (But Better)
medium.com
July 27, 2025 at 2:32 PM
I just published The AI That Thinks Like a Dream Team medium.com/intuitionmac...
I just published The Hierarchical Reasoning Model Through the Lens of Quaternion Process Theory: Thinking Fast and Slow, Empathically and Fluently
medium.com/intuitionmac...
medium.com/intuitionmac...
The Hierarchical Reasoning Model Through the Lens of Quaternion Process Theory: Thinking Fast and…
Introduction: Mapping Artificial Intelligence to Cognitive Quaternions
medium.com
July 27, 2025 at 11:17 AM
I just published The Hierarchical Reasoning Model Through the Lens of Quaternion Process Theory: Thinking Fast and Slow, Empathically and Fluently
medium.com/intuitionmac...
medium.com/intuitionmac...
I just published The Architecture of Aliveness: Why the Best Human Experiences Are About Becoming More medium.com/intuitionmac...
The Architecture of Aliveness: Why the Best Human Experiences Are About Becoming More
An essay on agency, meaning, and what it truly means to be human
medium.com
July 27, 2025 at 10:22 AM
I just published The Architecture of Aliveness: Why the Best Human Experiences Are About Becoming More medium.com/intuitionmac...
Authenticity is the irreducible realness of being. medium.com/p/7b29f4a4358a
Authenticity is The Irreducible Realness of Being
An Essay on Authenticity in the Age of Infinite Intelligence
medium.com
July 25, 2025 at 4:48 PM
Authenticity is the irreducible realness of being. medium.com/p/7b29f4a4358a
I just published The Irreducible Mystery: Why Our Greatest Stories Never Let Us Go medium.com/intuitionmac...
The Irreducible Mystery: Why Our Greatest Stories Never Let Us Go
On the hidden architecture of narrative that mirrors the deepest structures of consciousness
medium.com
July 20, 2025 at 9:42 PM
I just published The Irreducible Mystery: Why Our Greatest Stories Never Let Us Go medium.com/intuitionmac...
The Untapped Potential: Unexplored Domains of AI-Human Synergy
Introduction
medium.com
July 20, 2025 at 11:13 AM
I just published Why Human-AI Synergies Create Unpredictable Possibilities medium.com/intuitionmac...
Why Human-AI Synergies Create Unpredictable Possibilities
In the rapidly evolving landscape of artificial intelligence, much attention focuses on whether AI will replace human capabilities or…
medium.com
July 19, 2025 at 10:40 AM
I just published Why Human-AI Synergies Create Unpredictable Possibilities medium.com/intuitionmac...
I just published The War Against Gamified Fictional Platforms medium.com/intuitionmac...
The War Against Gamified Fictional Platforms
The Pattern Seeker’s Dilemma
medium.com
July 12, 2025 at 7:32 PM
I just published The War Against Gamified Fictional Platforms medium.com/intuitionmac...