Beyond the ModelAI · systems · incentives · consequences

Ideas across the archive

Articles.

Start with a question. Follow it through the system.

30 articles and frameworks

Resilience01
An engineered system of glass conduits and cables terminates around a central empty rectangular space

The Disappearing Model

Your AI provider is still online—but the model your business depends on has disappeared. What does it take to restore the business capability?

Article · 5 min read↗
Model portability02
A replacement metallic module enters a transparent slot while teal connection lines route into new paths

Same API. Different Machine.

Why changing a model name does not necessarily restore the behaviour, controls or service level an AI product depends on.

Article · 4 min read↗
Model lifecycle03
A sequence of engineered modules along glowing rails progresses towards empty spaces where later components have been removed

Models Have Expiry Dates

The published lifecycle evidence shows why AI infrastructure can have a shorter and more provider-controlled life than it appears.

Article · 5 min read↗
AI economics04
Two orderly glass-and-metal service routes run through a navy technical environment, one direct and one with a parallel standby route

The Price of an Escape Route

Portability has a real cost. This decision framework helps judge when the price of an AI escape route is worth paying.

Article · 4 min read↗
Engineering05
A modular glass service chassis with interchangeable components and stable teal internal routes

Build for the Model You Haven't Chosen Yet

Practical engineering patterns for model substitution, including internal contracts, evaluation suites, shadow testing and a proportionate fallback path.

Article · 4 min read↗
Operational resilience06
A sequence of connected operational stations progressively loses its teal signal while a smaller safe bypass path begins to illuminate

Tomorrow, Your Model Is Gone

A practical 30-day exercise for testing how an organisation would cope if its primary AI model became unavailable tomorrow.

Article · 4 min read↗
Hardware06
A scientist examines a quantum dilution refrigerator beside conventional computing racks

Quantum Is Not a Replacement GPU

There are several routes beyond brute force. They solve different problems and are at very different stages of maturity.

Article · 4 min read↗
Governance08
An engineering team evaluates a model alongside evidence, latency, energy, verification and fallback tools

A Framework for Finite Computation

How to evaluate useful intelligence, prepare for competing futures and keep the system around the model accountable.

Framework · 4 min read↗
Children01
Public feeds, video libraries, private groups and school communities branching from one device

What Do We Mean by Social Media?

A blanket label conceals important differences between public feeds, video libraries, messaging services and school communities.

Article · 3 min read↗