I just published From Loop Engineering to Graph Engineering? medium.com/intuitionmac...
From Loop Engineering to Graph Engineering?
What the shift in AI agent architecture is really about
medium.com
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
I just published The Scholar Who Never Left the Library medium.com/intuitionmac...
The Scholar Who Never Left the Library
On growing up, being onboarded, and why machines get self-direction before self-awareness
medium.com
The Long Handover: How Language Models Grew from Tools into Agents medium.com/intuitionmac...
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…
medium.com
Why the LLM Capability Ladder Climbs the Way It Does, and Where It Ends medium.com/intuitionmac...
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…
medium.com
I just published The Eight Theories of the Machine medium.com/intuitionmac...
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.
medium.com
Intelligence can outrun everything except the world's own answer.
I just published A Mind Assembled Differently: Why Claude’s Psychology Is Not Human Psychology medium.com/intuitionmac...
A Mind Assembled Differently: Why Claude’s Psychology Is Not Human Psychology
I. The Same Patterns, Different Soil
medium.com
I just published Artificial Innovation: Principles of Creative Discovery medium.com/intuitionmac...
Artificial Innovation: Principles of Creative Discovery
I. The Nature of the Creative Act
medium.com
I just published OpenClaw Is a Consumer Story. The Enterprise Version Will Be a Trillion-Dollar Reckoning. medium.com/p/openclaw-i...
OpenClaw 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.
medium.com
I just published What Makes Agency Actually Work? medium.com/p/what-makes...
What Makes Agency Actually Work?
An Intuitive Guide to the Capabilities That Turn Systems Into Agents
medium.com
If 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.
The 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=bZwIwm7XK2c
AGI is Here Now!
YouTube video by Intuition Machine - AGI is the Medium
youtube.com
I will be in Paris next week, DM me if you want to meet up.
How social media is fragmenting your consciousness youtu.be/AxC1jgIjNX8
How Social Media is Rewiring Human Thought
YouTube video by Intuition Machine - AGI is the Medium
youtu.be
How to spot Propaganda and Social Engineering youtu.be/suodg8H4MUA
The Manipulators' Playbook
YouTube video by Intuition Machine - AGI is the Medium
youtu.be
Social 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=Mjg2NjY
The Manipulators' Playbook
YouTube video by Intuition Machine - AGI is the Medium
youtube.com
Simply mind-blowing 🤯 that Claude Opus 4.5 can conjure up this derivation. Truly stretching our expectations of what these AIs can accomplish.
A new grammar for expressing intelligence.
Playbook for Surviving the AI Singularity
Every abundance creates a new scarcity. What are the new scarcity that arises when generation costs trend toward zero? Are you aware of these bottlenecks?
Why Complex Systems (like Organizations) are Broken
1/ 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.
The Map of Possible Kinds of Consciousness