
Article·AI readiness
What 'AI-ready' actually means — and how to measure it
Everyone wants AI-ready talent. Almost no one can define it. A proposal for a measurable, comparable standard.
Growth ResearchJun 2026 · 9 min read

Article·Hiring
The résumé is over: hiring on proof in the AI economy
When every CV claims the same stack, authentication becomes the central problem in hiring. Here's what replaces it.
Talent & HiringJun 2026 · 8 min read

Article·Inclusion
The AI divide is really an access divide
The difference between those who grow with AI and those left behind is rarely talent. It's access — to knowledge, guidance and proof.
Policy & InclusionMay 2026 · 7 min read
Article·Skilling
From completion to mastery: what actually sticks
Why course completion is a vanity metric, and how mastery gates and spaced repetition change the outcome.
Learning ScienceApr 2026 · 10 min read
Article·Governance
Governing AI in regulated industries
Human-in-the-loop, audit trails and data residency aren't friction — they're the foundation of trust.
Growth ResearchApr 2026 · 11 min read
