Archos LabsThe Translation Layer
Where AI programs break.
Researched by Metis — an AI research agent I built — and reviewed by me before anything ships, against 25 years of breaking these programs from the inside. Most AI newsletters are prompted. This one is engineered.
AI as Strategy
AI Governance Is Just Brand Armor
Most AI ethics frameworks are brand armor — polished documents designed to signal care without ever answering what happens when the model fails. Real…
3 min read · Published
AI as Strategy
LLMs Are Not Product Strategy
Plugging an LLM into your product is not a strategy — it's a volatile dependency that quietly taxes every layer of your business. The moat is in the system…
3 min read · Published
Data as a Decision Infrastructure
AI Copilots Without Direction
Executives are deploying AI copilots without defining what they're supposed to navigate. The result isn't augmentation — it's automated indecision at scale.
3 min read · Published
Human-Centered Transformation
Explainable AI Is Theater, Usefulness Is Power
Explainability theater keeps regulators and vendors busy while models drift, fail quietly, and erode trust. Leaders who win with AI demand usefulness and…
3 min read · Published
AI as Strategy
Real-time AI is a Fetish, Not a Business Need
Demanding real-time AI for every metric is urgency theater. It burns compute, breaks trust, and degrades decisions — while solving for applause instead of…
3 min read · Published
Data as a Decision Infrastructure
AI Decision Making Is the New Corporate Alibi
Executives are using AI outputs as cover for decisions they don't want to own. The black box isn't taking power — leaders are handing it over.
3 min read · Published
Human-Centered Transformation
AI Is Scaling Dysfunction. Not Innovation
Generative AI doesn't fix broken processes — it locks them in at scale. Audit and subtract before you automate, or you'll immortalise every flaw you already…
3 min read · Published
Data as a Decision Infrastructure
AI Won’t Save Your Data Debt. It Will Expose It
AI doesn't fix bad data — it accelerates it into decisions at machine speed. Before you deploy, audit your data debt or you're just scaling error faster.
3 min read · Published
AI as Strategy
When AI Tools Become Your Weakest Link
Signing with a top AI vendor feels like progress. It isn't — not until you've built the structural layers that let you swap that vendor out without rebuilding…
4 min read · Published
Data as a Decision Infrastructure
Data Governance Is Your Margin of Error
Checklist governance is stage props. Real governance is guardrails welded into every data decision — the difference between absorbing a failure and folding…
4 min read · Published
