What's new.
A living curriculum means things ship constantly — new modules, playgrounds, tools and platform capabilities land here the moment they go live.
- Platform
Retakes that count, and chapters that say why
A retake is now a genuinely fresh sitting with every attempt kept on the record, the quiz pass mark is gone, and a locked chapter names the requirement holding it.
- Platform
A faster app, and a signup that confirms it is you
Server functions moved beside the database, the long list pages page properly, progress counts what you actually finished, and new accounts confirm their email before signing in.
- Platform
Your organisation, on your own domain
Organisations can be reached on their own hostname with their own branding, their dashboards run on live aggregates, member search covers the whole roster, and the business portal is switched on.
See it live - Platform
Chuun — the entrance examination engine
A Chuun sitting now runs end to end — screener section, behavioural missions, consented structural traces, a band award with its measurement error, and a review console. The item bank is still in calibration.
See it live - Platform
The Miatz Residency, open for applications
Applications opened for the residency: multi-format cohorts, a venue catalogue, and a review, interview and offer pipeline behind them. No price is published yet, so an application is an application — we will tell you the scope before you are asked for anything.
See it live - Platform
A first run that asks what you are here for
A four-step first run captures your goal, level and focus and hands you a dashboard that leads with it. Xook now walks you through adding your own free API key — eight providers, none of them paid — and the tutor keeps what you tell it as memory you can read, edit or delete.
See it live - Playground
New free playgrounds: Calibration Lab & Gates Simulator
Two new no-login playgrounds: the Calibration Lab (20 questions answered with stated confidence produce your Brier score and calibration curve) and the Gates Simulator (make the Delegate / Accept / Deploy calls on a scripted agent run, then watch the consequences replay).
See it live - Platform
Miatz Tuukul — structured thinking for the AI era
The thinking strand of AI-Fluency is live: a daily check-in that builds your personal calibration curve from real AI work, judgment drills on your own backlog, and a coach that rides along in Claude Code at the three gates — Delegate, Accept, Deploy. Start with the free five-minute Calibration Lab.
See it live
Never taught last year's stack.
The curriculum refreshes against the model landscape continuously — join and it stays current for you.