AI literacy + public learning infrastructure · Aloha AI
Zero → Frontier AI Literacy Guide
Live source-forward learning system · v2 August 2026
Help people learn enough AI for their actual context and stakes—not merely consume a generic tour of tools.
Controlled visual demonstration
Current live interface
This sandboxed preview shows the current public interface. Open the full site to use the build in its intended window.
What I noticed
AI education often confuses source presence with freshness, teaches tool tricks without proportional human review, and gives the same path to beginners, builders, students, and decision-makers even though their responsibilities differ.
What I researched
The v2 learning architecture is informed by UNESCO's human-centred AI competency framework, the NIST AI Risk Management Framework and Generative AI Profile, and the European Commission's context-sensitive approach to AI literacy. The existing history, concepts, techniques, use cases, tools, playbooks, templates, frontier material, and 237-resource library remain the curricular base.
What exists
A deterministic AI Literacy Route Builder that adapts the curriculum to context, goal, stakes, and available time; assigns proportional human-review rules; links directly into the existing learning sequence; exposes dated freshness limitations on every page; and adds private, browser-only progress tracking across eleven core sections.
Who it serves
Curious adults, students, educators, creators, professionals, founders, managers, and teams that need a structured, risk-aware introduction to AI.
What it demonstrates
Curriculum architecture, standards translation, deterministic personalization, provenance-aware publishing, accessibility, and privacy-preserving learning-state design.
Current evidence
The canonical production deployment serves twenty-one public HTML routes plus the shared interactive assets. All public routes returned HTTP 200 after the v2 deployment. The route-builder and shared scripts passed syntax checks. Content is source-forward rather than continuously verified: vendor, model, pricing, legal, privacy, and frontier claims remain dated snapshots and must be rechecked against linked primary sources. A duplicate Vercel project, z2f-live, currently mirrors the same canonical GitHub commit; zero-to-frontier.vercel.app is the public source of truth.
Verified build record
What is actually running, and what it is not.
LiveLive · 12 published routes, 237 verified resources
The problem. AI literacy material is either marketing for a product or an abstraction with nothing a reader can go and check. The gap is a guide that names its sources and survives someone actually following them.
What it does. Runs a free, source-forward guide across twelve published routes — history, concepts, techniques, use cases, tools, playbooks, templates, the frontier, and a library — over 237 resources the site states are each verified and linked. It covers 76 years of history and 17 sourced turning points on its timeline, requires no account, and keeps optional reading progress only in the visitor's browser.
Built on. A static site on Vercel, with a machine-readable deployment registry recording that the superseded z2f-live hostname now only redirects here.
This record is generated from the same inventory as the complete build index: the production URL was checked at the last regeneration, and the status line above repeats what the build reports about itself rather than restating an intention.