Supplier risk01
Are You Paying Someone Else to Ask AI?
Your internal AI policy may not follow information into your supplier’s development and support processes.
Article · 3 min read↗
Ideas across the archive
Articles.
Start with a question. Follow it through the system.
16 articles and frameworks
Children01
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↗
Security02
The Prompt Is Not the Security Boundary
Agents turn an information question into a permissions question. What can they reach, and what can they do?
Article · 3 min read↗
Children02
What Would an Under-16 Ban Actually Require?
Age restrictions sound simple until identity, privacy, proportionality and circumvention become part of the design.
Article · 3 min read↗
Children03
When Online Video Is Developmental Support
Some children use repeated language, songs and situations as material for communication and learning.
Article · 3 min read↗
Contracts03
Your Supplier Contract May Describe Yesterday's Service
The product may look unchanged while its delivery model, data flows and human oversight have shifted.
Article · 3 min read↗
Recommender systems04
The Algorithm Has Become the Programme Controller
Recommenders perform an editorial function at immense scale, but their choices are governed differently from a broadcast schedule.
Article · 3 min read↗
Value04
What Are You Actually Paying Your Supplier For?
The AI Value Chain Test separates access to common technology from expertise, validation and accountability.
Article · 4 min read↗
Recommender systems05
Engagement Should Be the Tool, Not the Goal
Attention can serve learning, creativity, connection and entertainment without becoming the final measure of value.
Article · 3 min read↗
Resilience05
What Happens If Your AI Supplier Loses Its AI Supplier?
A claim to support multiple models is not the same as a tested plan to keep your service running.
Article · 3 min read↗
Recommender systems06
Does Your Algorithm Make You More Like Yesterday?
Feedback loops can make inferred preferences increasingly influential without proving that the person underneath has changed.
Article · 3 min read↗
Assurance06
Is Your Supplier Replacing Experience With AI?
Watch for patterns in review capacity, service quality and technical ownership, rather than treating layoffs or faster releases as proof.
Article · 4 min read↗
Security07
A Skill File Can Be a Supply-Chain Attack
Downloaded instructions, bundled scripts and changing external references can introduce risk into an agent’s workflow.
Article · 3 min read↗
Extremism07
Can a Recommendation Path Become a Radicalisation Path?
Online systems can assist discovery, repetition and community formation, but the leap from exposure to extremist violence is not a settled causal chain.
Article · 3 min read↗
Governance08
A Practical Third-Party AI Governance Framework
Eight connected disciplines to carry supplier AI governance from discovery through continuity, exit and value.
Framework · 3 min read↗
Framework08
A Public Interest Framework for Recommender Systems
Eight questions for governing systems that organise attention across childhood, politics and public life.
Framework · 3 min read↗
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