Sean McClure

🎙️ Content 💻 Builder's AI ⚛️ Scientist's AI 📐 Foundations ✍️ Blog ✉️ Contact

Knowledge and Tools for a
Complex World

Myself

I am interested in how science and reason are embedded and implemented in society. I approach this through content and tool development. My work attempts to get people using and sharing foundational knowledge more effectively.

Better Education

Simpler Tools

Deeper Philosophy

ABOUT ME

Learning to Learn

I search for universal patterns across different domains. These are the patterns that are invariant in shifting contexts, and I argue most fundamental in science and life. My work looks to embody this ultimate aim.

Foundational Knowledge

Meta-Level Structures

Transferable Skills

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🎙️ NonTrivial

A podcast about the patterns that exist at the intersection of science, philosophy and complexity, and how these speak to universal principles related to skills, growth and life.

Science

Complexity

Philosophy

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🎙️ Science in Perspective

A “here's what's really happening” discussion on today's leading scientific research, explaining deep concepts, and relating them to important broader perspectives.

Science

Theory

Commentary

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🎙️ The Book Recall

Each week I recall the content from a different book, entirely from memory, and relate its ideas and themes to more universal patterns found in science, complexity and life.

Reading

Memory

Recall

EXPLORE

⚒ Builder's AI

Watch real software take shape in front of you, learning through the process itself. As projects unfold, the deeper principles of development emerge naturally, grounded in authentic challenges and solutions.

Expert Videos

Complete Product Lifecycle

No Previous Experience Required

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⚛ Scientist's AI

This course begins where real science happens — not with isolated fundamentals, but with active, open-ended inquiry. Follow live research and modeling, learning the core scientific principles behind AI as they emerge through real work.

Core Concepts

Key Principles

Applied Mathematics

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∑ Foundations

Follow real mathematical reasoning as it engages with ideas, patterns, and conceptual structures. Through this process, the deep architecture of pure mathematics naturally comes into focus.

Core Concepts

Main Structures

Key Properties

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