data/sample_docs/sample_ai_overview.md

theCommons Academy: AI Upskilling Overview (Sample Document)

This is a sample document for testing the RAG demo. Load it, then ask questions like "What are the three program tiers?" or "What is the Human Only Zone?" to see retrieval and citation working.

The Program Ladder

theCommons Academy runs a three-tier AI upskilling ladder on one shared curriculum spine:

• Tier 1: The Demystifier is a 90-minute introductory session offered free as a top-of-funnel experience. It removes fear and builds basic AI literacy.
• Tier 2: Agency in a Day is a six-hour build sprint where participants ship a real working AI use case by the end of the day.
• Tier 3: The Accelerator is the eight-week flagship program. A six-week "Rapid Deployment Track" variant exists for teams that need to move faster.

The Six-Domain Competency Spine

Every tier draws from the same six competency domains:

1. D1 Literacy covers foundational understanding of how AI systems work.
2. D2 Use-Case Selection teaches learners to pick high-value problems worth automating.
3. D3 Production is hands-on building of working AI solutions.
4. D4 Governance introduces the Human Only Zone framework for responsible AI use.
5. D5 Identity and Voice uses the FuBO archetypes to match AI use to a person's working style.
6. D6 Agentic Orchestration covers coordinating multiple AI agents toward a goal.

The Human Only Zone (HOZ)

The Human Only Zone is theCommons Academy's governance framework. It sorts every step of a workflow into one of three zones:

• Green zones are machine-owned. The AI can act freely here.
• Yellow zones are shared. The AI drafts, but a human must verify before the work is used.
• Red zones are human-owned. A person must make the decision; AI may inform but never decide.

The core governance lesson is that responsible AI is about assigning zones to the stages of a workflow, not bolting a policy document on at the end.

The FuBO Archetypes

FuBO assessments place each person into one of seven working archetypes: the Commander, the Creator, the Architect, the Oracle, the Connector, the Guardian, and the Amplifier. The Guardian archetype is naturally suited to owning Red zones, since Guardians prioritize oversight and risk control.

Credentials

Learners earn verifiable credentials through Open Badges 3.0. The "AI Practitioner / Governance" badge is awarded for demonstrating a governed AI build with proper zone assignment and a true-net return-on-investment calculation.