Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · 24/08/2026My Artificial Cognition trilogy is now available for free. I began writing the first book a decade ago (2016) and completed the last two in 2023. The process of writing was an aid to understanding the development of today’s AI. 220
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · 24/08/2026NVIDIA is putting $250k of GPUs in ordinary homes (homeowner doesn’t pay for the hardware). The anti-datacenter sentiment makes crystal clear why this setup makes some sense. 020
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · 24/08/2026The Chinese strategy is simple. Generate more energy to outcompete every other nation. Meanwhile, we have Elon Musk desperately trying to explain to people that energy production is critical. 010
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · 16/08/2026I just published The Robber’s Question — On The Architecture of Collective Power intuitmachine.medium.com/the-robbers-...intuitmachine.medium.comThe Robber’s Question — On The Architecture of Collective PowerWhat sixteen centuries of political thought agree on about power — and the one thing they refuse to promise 000
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · 12/08/2026"Taste is a kind of acquired reasoning." -- Carlos E. Perez 010
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · 07/08/2026I just published What Horses Know About AI Agentic Harness Design medium.com/intuitionmac...medium.com 000
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · 19/07/2026I just published From Loop Engineering to Graph Engineering? medium.com/intuitionmac...medium.comFrom Loop Engineering to Graph Engineering?What the shift in AI agent architecture is really about 041
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · 16/07/2026I just published The Scholar Who Never Left the Library medium.com/intuitionmac...medium.comThe Scholar Who Never Left the LibraryOn growing up, being onboarded, and why machines get self-direction before self-awareness 020
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · 15/07/2026The Long Handover: How Language Models Grew from Tools into Agents medium.com/intuitionmac...medium.comThe Long Handover: How Language Models Grew from Tools into AgentsWe 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… 020
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · 15/07/2026Why the LLM Capability Ladder Climbs the Way It Does, and Where It Ends medium.com/intuitionmac...medium.comWhy the LLM Capability Ladder Climbs the Way It Does, and Where It EndsThere is a familiar worry that artificial intelligence is advancing faster than we can understand it. That is true, but it is not quite the… 010
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · 10/07/2026I just published The Eight Theories of the Machine medium.com/intuitionmac...medium.comThe Eight Theories of the MachineEvery AI lab claims to be building the same thing. Look closer, and you find eight different arguments about what intelligence is for. 110
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · 05/06/2026Intelligence can outrun everything except the world's own answer. 040
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · 21/05/2026I just published The Loop That Calls Itself I medium.com/intuitionmac...medium.comThe Loop That Calls Itself IWhen you reach for a glass of water, you feel certain about one thing: you did that. You chose it. There was a self, somewhere behind the… 000
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · 30/04/2026I just published The AI Fog Is the Map medium.com/intuitionmac...medium.comThe AI Fog Is the MapHow a Structural Diagnostic Framework Reveals What an HBR Essay About AI Uncertainty Gets Right, Gets Wrong, and Fails to See 020
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · 10/04/2026I just published A Mind Assembled Differently: Why Claude’s Psychology Is Not Human Psychology medium.com/intuitionmac...medium.comA Mind Assembled Differently: Why Claude’s Psychology Is Not Human PsychologyI. The Same Patterns, Different Soil 020
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · 02/04/2026I just published Artificial Innovation: Principles of Creative Discovery medium.com/intuitionmac...medium.comArtificial Innovation: Principles of Creative DiscoveryI. The Nature of the Creative Act 130
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · 21/03/2026I just published OpenClaw Is a Consumer Story. The Enterprise Version Will Be a Trillion-Dollar Reckoning. medium.com/p/openclaw-i...medium.comOpenClaw Is a Consumer Story. The Enterprise Version Will Be a Trillion-Dollar Reckoning.1/ Right now, your highest-paid employees are doing the lowest-value work in your organization. 221
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · 20/03/2026I just published What Makes Agency Actually Work? medium.com/p/what-makes...medium.comWhat Makes Agency Actually Work?An Intuitive Guide to the Capabilities That Turn Systems Into Agents 002
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · 20/03/2026I just published The Varieties of Agency medium.com/intuitionmac...medium.comThe Varieties of AgencyThere is a version of this question that seems simple: is this thing an agent? 010
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · 20/03/2026If you’re not using AI to generate alternate ontologies, rival taxonomies, and sharper conceptual frameworks, you are underusing the technology. The real upgrade is not faster output. It’s deeper modeling. 221
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · 20/03/2026The mistake is assuming AGI and consciousness in machines will arrive with a clean universal announcement. More likely: messy edge cases, public denial, then slow acceptance. youtube.com/watch?list=PLoOMKjCBaDuWjUqK77gsUgKvy95YP_yRn&v=bZwIwm7XK2cyoutube.comAGI is Here Now!YouTube video by Intuition Machine - AGI is the Medium 000
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · 16/02/2026I will be in Paris next week, DM me if you want to meet up. 010
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · 06/02/2026OpenAI's new "native-AI" organizational playbook youtu.be/yfIwXbBu9-kyoutu.beOpenAI's new internal directive (their operational playbook)!YouTube video by Intuition Machine - AGI is the Medium 010
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · 02/02/2026How social media is fragmenting your consciousness youtu.be/AxC1jgIjNX8youtu.beHow Social Media is Rewiring Human ThoughtYouTube video by Intuition Machine - AGI is the Medium 012
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · 01/02/2026How to spot Propaganda and Social Engineering youtu.be/suodg8H4MUAyoutu.beThe Manipulators' PlaybookYouTube video by Intuition Machine - AGI is the Medium 021
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · 30/01/2026Social Engineering and Propaganda. What you need to know to avoid becoming a victim. youtube.com/watch?v=suodg8H4MUA&embeds_referring_euri=https%3A%2F%2Fx.com%2F&source_ve_path=Mjg2NjYyoutube.comThe Manipulators' PlaybookYouTube video by Intuition Machine - AGI is the Medium 022
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · 25/01/2026Simply mind-blowing 🤯 that Claude Opus 4.5 can conjure up this derivation. Truly stretching our expectations of what these AIs can accomplish. 031
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · 24/01/2026A new grammar for expressing intelligence. 010
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · 18/01/2026Playbook for Surviving the AI Singularity 010
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · 16/01/202621 Obsolete Habits in the Age of AI 020
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · 16/01/2026Every abundance creates a new scarcity. What are the new scarcity that arises when generation costs trend toward zero? Are you aware of these bottlenecks? 010
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · 11/01/2026Why Complex Systems (like Organizations) are Broken 000
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · 11/01/20261/ Everyone who's read Scott Alexander's "Meditations on Moloch" walks away with the same sinking feeling: "We're trapped. Individual rationality leads to collective doom. There's no way out." I believed this for years. I was wrong. 120
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · 03/01/2026The Map of Possible Kinds of Consciousness 120
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · 03/01/2026Artificial Empathy - A Roadmap to AGI 010
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · 12/12/2025I will be attending the IAESEAI conference in Paris this coming February. DM me if you'll be around for a meetup. 010
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · 09/11/2025How to Save the American Middle Class intuitmachine.medium.com/the-coordina...intuitmachine.medium.comThe Coordination Catastrophe: How AI Could Save the American Middle Class From Its ExtinctionWe 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… 140
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · 25/09/2025The Story and the Map: Two Civilizational Operating Systems medium.com/intuitionmac...medium.comThe Story and the Map: Two Civilizational Operating SystemsThe Fundamental Divergence 031
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · 08/09/2025The Gravity of Meaning: How AI Revealed the Strange Attractors That Shape Human Thought medium.com/intuitionmac...medium.comThe Gravity of Meaning: How AI Revealed the Strange Attractors That Shape Human ThoughtOn the Topology of Mind in the Age of Artificial Intelligence 050
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · 06/09/2025I just published The Transition from Omniscient AI to Epistemically Honest AI medium.com/intuitionmac...medium.comThe Transition from Omniscient AI to Epistemically Honest AIThe Paradox of Confident Ignorance 010
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · 01/09/2025I just published The Incompleteness Revolution: A Proposal for Transforming Consciousness Science medium.com/intuitionmac...medium.comThe Incompleteness Revolution: A Proposal for Transforming Consciousness ScienceThe End of the Quest 020
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · 27/08/2025How Predicting the Next Word Turns into Something That Feels Like Thought medium.com/intuitionmac...medium.comHow Predicting the Next Word Turns into Something That Feels Like ThoughtPeople 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… 010
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · 23/08/2025I just published The Architecture of Becoming: How Categorical Thinking Revolutionizes Human Development medium.com/intuitionmac...medium.comThe Architecture of Becoming: How Categorical Thinking Revolutionizes Human DevelopmentThe Prison of Fixed Perspective 020
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · 20/08/2025Soft Inductive Biases: How Reformulating Constraint Architecture Dissolves Deep Learning’s… medium.com/intuitionmac...medium.comSoft Inductive Biases: How Reformulating Constraint Architecture Dissolves Deep Learning’s…The Parallel Revolutionary Approaches 010
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · 18/08/2025The Great Divergence: How America Gamed Itself to Death While China Learned to Govern medium.com/intuitionmac...medium.comThe Great Divergence: How America Gamed Itself to Death While China Learned to GovernIntroduction: Two Experiments in Civilization 110
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · 16/08/2025I just published GPT-5 as a Design-Pattern Inspired LLM medium.com/intuitionmac...medium.comGPT-5 as a Design-Pattern Inspired LLMLarge language models have evolved from passive text predictors into agentic reasoning systems, and GPT-5 represents the clearest… 010
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · 16/08/2025Surviving the AI Singularity’s Phase Transition medium.com/intuitionmac...medium.comSurviving the AI Singularity’s Phase TransitionIntroduction: Three Questions That Explain Everything 020
Carlos E. Perez (IntuitMachine) @ceperez.bsky.social · 14/08/2025The Survival Guide for The AI Singularity intuitionmachine.gumroad.com/l/survival 000