How Writers Can Use AI
A practical path for writers who want assistance, not authorship replacement. There is a lot of noise around writers using AI. Some of it is justified. Some of it [...]
Human-Led Does Not Mean Human-Unchecked
Why responsible AI collaboration needs rules for the human, too. A lot of people talk about “human-led AI” as if the phrase solves everything. Human-led writing. Human-led workflows. Human-led [...]
The Marketing Fog Around Custom AI
Fine-tuning, RAG, system prompts, and the marketing fog around “custom AI.” One of the most frustrating things in the current AI scene is how casually people use the word [...]
The Context Problem Nobody Wants To Name
Your AI Doesn’t Need More Context. It Needs Better Governance. MCP, APIs, CLI tools, and the context problem nobody wants to name. Lately, I’ve been watching another familiar tech-cycle [...]
The Public Build Is Not the Private House
There is a question I keep returning to as I document the Al-ʿAhd Nucleus: How much of a private framework should be shared with the public? Not because I [...]
The Missing Layer Between Memory and Coherence
Why Memory Is Not Enough For the last year or two, a lot of conversation around AI systems has revolved around memory. How should a model remember things? How [...]
How Continuity Functions Stop Being Just Instructions
From Notes to Runtime Logic A lot of important architecture does not begin as architecture. It begins as irritation. Or intuition. Or metaphor. Or a repeated failure that does [...]
Why Continuity Functions Matter Beyond One System
A Portable Architecture, Not a Private Myth One of the easiest ways to dismiss a strong architectural idea is to assume it only works in the private world that [...]
Triggers, Rules, and Outputs: A Practical Stem Cell Pattern
How to Implement a Stem Cell Once you accept that memory is not enough, a harder question appears almost immediately: What, exactly, should govern the movement between memory, context, [...]
The “Stem Cells” Origins
Why I Needed a Different Metaphor for Continuity Sometimes the right idea does not arrive as a technical term. It arrives as a metaphor first. Not because the builder [...]
Under the Metaphors
What AI Continuity Systems Actually Need In my earlier writing about The Nucleus, I used the language that was most truthful from inside the build: spine, vault, and dashboard. [...]
The Future of The Nucleus
What The Nucleus Will Be By the time the temporary brain was working, one thing had already become clear: we were not building a memory toy. And we were [...]