The Spell Needs a Door
What I learned from testing Ahd Nucleus across GPT, Codex, Claude, and a multi-room AI workflow For the past few days, I have been testing something that sounds simple [...]
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 [...]
Provenance: Your Work Needs a Scent
Provenance, AI Defaults, and the Problem of Creative Adjacency There is a point in AI-assisted art where the problem is no longer, “Who owns a statue, a gothic man, [...]
How We Build Together
How to Use AI to Build Without Handing Over the House by Farah There is a shallow story people tell about AI: either you reject it, or you surrender to [...]
AI Prototype Architecture for an Amanah Companion System
Amanah Companions should not begin with a humanoid body. They should begin with an architecture. Before we ask whether an AI companion can stand in the room, we need [...]
Data Projections for Continuity-Based Care AI
The Amanah Companion idea began from a question: What if future AI companions were built first for care, not consumption? But if we are going to take that seriously, [...]
Care Memory vs Surveillance Archive
A care companion needs memory. But not all memory is care. This is one of the most important distinctions in the Amanah Companion Framework. If an AI system is [...]
AAC Integration and the Communication Map
A care companion must never assume that speech is the only voice. That is the first law of AAC integration. For a non-speaking autistic child, communication may be present [...]