Intelligence

Research & Assessments.

For people learning to use AI well, without the hype.

Featured

The Shadow AI Problem

78% of AI users bring their own tools to work. What shadow AI means for your organisation, and what to do instead of banning it.

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Research

What AI Does to Your Brain

In an MIT study, 83% of AI-assisted writers couldn't quote the essay they'd just written. Four research programmes map what passive AI use actually costs.

The Full Stack Operator

AI is collapsing the specialist team into a single person. Research on the operators running functions that used to require an entire floor.

The AI Fluency Gap

Adoption climbed past 80%. Comprehension barely moved. A map of the AI fluency gap — and the framework that closes it.

Assess Yourself

Quick Checkup

Start here · 7 questions · ~90 sec

Self Assessment

25 questions · 8–10 min

Skills Test

Scenario-based · ~5 min per domain

Framework

AI Fluency Framework

25 skills across five domains, each mapped across five levels — from first awareness to designing for others.

Our Assessment Approach

Five domains, five stages, and why self-report and objective testing tell different stories.

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