Sitemap - 2025 - Susan STEM’s Entropy Control Theory

The Bottlenecks Developers Encounter and the Engineering Solutions for My Next Phase of Development

White Paper: Repo Release Bot

A White Paper on the Systematic Development Path of Intent + Governance + Replay, and How the Release Bot Is Embedded Within This System Worldview

Season 1 complete. My system philosophy: unlimited imagination at the application layer, rock-solid execution at the foundation.

I want to try building Marvin Minsky’s Society of Mind- not as a theory, but as a working system.

Memory, Schema, Long-Term Systems — how I’m thinking about it

Decade of Agents · P08 — Memory Schema & Migration

Memory Is the True Ontology of Long-Term Systems

Decade of Agents: Why Event, Ledger, and Memory Must Be Separated by Policy Gate.

Decade of Agents: Events and Ledger: The Rulebook of Agents

Designing the Smallest Agent part 1

v0.1 Runtime MVP: The Moment an AI-Native OS Draws Its First Breath (hopefully 😂)

What Developers Need in 2026: Decoupling from the LLM with Kernel, Runtime, and Protocol

ADK Memory Series: The Foundation of Context Engineering

Execution Environment

Reviewing Lessons of the Year: The Decade of Agents: Essential Agent Skills for 2025 (Powered by Google ADK and a lot of self-made projects) Part 1

Genesis Mission, Part 3: What Can a Programmer Do?

Genesis Mission, Part II — The Hardcore Center: The Scientific Foundation Model

The Genesis Mission Part 1

The Five Levels of AI Intelligence: From Language Machines to Self-Evolving Structural Lifeforms

My Core Position on AI-Native Development: Part 3

My Core Position on AI-Native Development: Part 2 (for developers)

My Core Position on AI-Native Development: Part 1

When Software Disappears: The Real Beginning of AI-Native Systems

Lesson 9: M-PPS: The First Personal System Built for the AI-Native Era

A Note to My Subscribers: A Major Shift in My Research Direction

I built a personal management system with just Claude Skills

Lesson 8 — Claude SKILL Shopping App Follow-Up

I use one Claude Skill to create a calendar APP

🚀 Free Lesson: Build a Fully Functional Calendar App with Just One Claude Skill and a JSON File

Lesson 5: Build a Smart Shopping App with Just One Claude Skill

Lesson 4: Playing with Language Entropy Using the Primitive IR Skill

Lesson 3 Closing a Meta-Cognition Loop: intention, decision, action, reflection and feedback

The Pilot Paradox: Why AI's True Power Lives in Human Intention

Lesson 2: Decision Card Execution

Lesson 1 — Clarify Your Intention

Mapping the First Month: When Writing Becomes Runtime

The center of my philosophical gravity is — and has always been — human.

What Claude Skills Validated Me About Intelligence

The Entry Point: How I See the Large Language Model

Claude Skills: The Functionalization of Language

My reflection journal: from Language to Structure to Execution

From Language to Structure: The Universal Substrate of Intelligence

The Beginning of the Infinity of Intelligence: My Framework for Solving the AI Externalization Problem

Building a Living Open System — Where Every Conversation Becomes Structure, and Structure Becomes Intelligence

The Only Way Out for OpenAI: When AI Starts to Decide

The Continuous Now: Why Context Is Not Memory

When the Paradigm Shifts, Everyone Gets a Chance

When Language Learns to Act

Learn to build AI agent: The Art of Reflection: How AI Agents Learn to Think About Their Own Thinking

The Age of Intelligent Lego: How Everyone Can Build with AI Agents

The Civilizational Gamble

The Civilizational Fork, the Will of the State

What Are We Computing?

The Cathedral of Compute

The Social Turing Machine: When the Web Learns to Think

The Age of Fracture: How Decentralization Won and Meaning Was Lost

From Useful to Trustworthy: When Language Becomes the Operating System

The Real Web3.0: When Meaning, Trust, and Intelligence Finally Converge

The Ideology War: Past vs. Future

The Complexity of Facts: When Even Reality Splits

Beyond the American Dream

The Collapse of American Dream: Diagnosing the Fractures

Executable Institutions: A New Runtime for Civilization

Rule as Code in the LLM Era

Rule as Code in the Age of LLMs: From Consensus to Execution

Law and Code: The Twin Symbolic Engines of Civilization

The Primitive Cycle: Consensus → Protocol → Structure → Narrative

Shockwaves: How the Technical Community Must Respond to LLMs

The Dual Engine of Technology: Darwinism + Social Consensus

The Contingency and Inevitability of LLMs

The Sea of Meaning — Vectorization as a Continuous Substrate

Universality: Language, LLMs, and the Power of One Primitive

Universality: From Mapping Machines to the Birth of Computability

Universality: Why It Defines Every Technological Breakthrough

AI as Electricity: Personal Generators × Public Grids

AI as Electricity: The Five Layers of a Grid for Intelligence

AI as Electricity: Turning High Voltage into Everyday Use

High Schoolers Are Vibe Coding. What Does That Mean for Software’s Future?

The Only Way Forward: Ensuring the Next Civilization Solves What the Last Could Not

Beyond Apps: The Rise of Protocol Civilization

LLM as a Product or LLM as a Raw Material?

Large Language Model? Large Symbol Model!

The Vision

Coming soon