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ceperez.bsky.social
Carlos E. Perez (IntuitMachine)
@ceperez.bsky.social
2.7K followers 3K following 420 posts
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
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ceperez.bsky.social
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · Nov 14
Watch episodes for my book Artificial Fluency. www.youtube.com/watch?v=XU2r...
1. Semiotic Processes - Artificial Fluency
YouTube video by Intuition Machine - AGI is the Medium
www.youtube.com
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ceperez.bsky.social
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · 16d
The Story and the Map: Two Civilizational Operating Systems
medium.com/intuitionmac...
The Story and the Map: Two Civilizational Operating Systems
The Fundamental Divergence
medium.com
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ceperez.bsky.social
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · Sep 8
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
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ceperez.bsky.social
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · Sep 6
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
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ceperez.bsky.social
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · Sep 1
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
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ceperez.bsky.social
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · Aug 27
How Predicting the Next Word Turns into Something That Feels Like Thought

medium.com/intuitionmac...
How Predicting the Next Word Turns into Something That Feels Like Thought
People often say things like, “It’s just a next-token predictor,” when talking about AI systems like ChatGPT. And they’re not wrong — at a…
medium.com
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ceperez.bsky.social
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · Aug 23
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
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ceperez.bsky.social
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · Aug 20
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
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ceperez.bsky.social
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · Aug 18
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
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ceperez.bsky.social
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · Aug 16
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
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ceperez.bsky.social
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · Aug 16
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
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ceperez.bsky.social
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · Aug 14
The Survival Guide for The AI Singularity

intuitionmachine.gumroad.com/l/survival
ceperez.bsky.social
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · Aug 14
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
ceperez.bsky.social
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · Aug 13
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
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ceperez.bsky.social
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · Aug 13
Related: medium.com/intuitionmac...
The Beautiful Embarrassment: What AI Cannot See in Human Discovery
In a recent interview, Terence Tao — perhaps the world’s greatest living mathematician — made an observation that should keep us awake at…
medium.com
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ceperez.bsky.social
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · Aug 13
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.
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ceperez.bsky.social
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · Aug 11
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
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ceperez.bsky.social
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · Aug 7
A year ahead of the curve. A previous book was "Artificial Intuition." I guess back then it was "Have you considered monetizing intuition?"
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ceperez.bsky.social
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · Jul 27
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
ceperez.bsky.social
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · Jul 27
I just published The Hierarchical Reasoning Model Through the Lens of Quaternion Process Theory: Thinking Fast and Slow, Empathically and Fluently

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
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ceperez.bsky.social
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · Jul 27
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
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ceperez.bsky.social
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · Jul 25
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
ceperez.bsky.social
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · Jul 20
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
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ceperez.bsky.social
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · Jul 20
The Untapped Potential: Unexplored Domains of AI-Human Synergy

medium.com/intuitionmac...
The Untapped Potential: Unexplored Domains of AI-Human Synergy
Introduction
medium.com
ceperez.bsky.social
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · Jul 19
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
ceperez.bsky.social
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · Jul 12
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
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