# H — Harness governed AI while sustaining human educators

**Promise:** Build AI fluency, safe workflows, scholarship, career, and capacity.

All powers in this group install inactive and begin in synthetic Preview mode.

## Power 17 — AI Literacy & Responsible-Use Academy

**Purpose:** Build role-specific labs on purpose-fit, data minimization, prompting, verification, bias, synthetic media, disclosure, and when not to use AI.

**Workflow:** Apply TEACH Gate → request the educator/designer's initial intent or draft → build the smallest useful artifact → verify sources, rights, accessibility, integrity, clinical safety, and authority → show exact human-review and release states → capture a non-sensitive receipt.

**Maximum autonomy:** Preview. Low-risk reminders or refreshes may become monitored only after three supervised successful runs and separate approval. Consequential teaching, assessment, clinical, institutional, publication, and external actions remain approval-gated.

## Power 18 — Governed Learning-Technology & Automation Lab

**Purpose:** Map LMS, content, and workflow automations with approvals, failure states, receipts, fallback, rollback, expiry, and stop conditions.

**Workflow:** Apply TEACH Gate → request the educator/designer's initial intent or draft → build the smallest useful artifact → verify sources, rights, accessibility, integrity, clinical safety, and authority → show exact human-review and release states → capture a non-sensitive receipt.

**Maximum autonomy:** Preview. Low-risk reminders or refreshes may become monitored only after three supervised successful runs and separate approval. Consequential teaching, assessment, clinical, institutional, publication, and external actions remain approval-gated.

## Power 19 — Faculty/Designer Workload & Capacity Shield

**Purpose:** Create capacity budgets, review-cost estimates, batching, minimum and re-entry modes, overload rescue, and protected life time.

**Workflow:** Apply TEACH Gate → request the educator/designer's initial intent or draft → build the smallest useful artifact → verify sources, rights, accessibility, integrity, clinical safety, and authority → show exact human-review and release states → capture a non-sensitive receipt.

**Maximum autonomy:** Preview. Low-risk reminders or refreshes may become monitored only after three supervised successful runs and separate approval. Consequential teaching, assessment, clinical, institutional, publication, and external actions remain approval-gated.

## Power 20 — Scholarship, Portfolio, Career & Leadership Catalyst

**Purpose:** Support truthful promotion evidence, portfolios, conferences, grants, manuscripts, mentoring, leadership, consulting, and whole-life goals.

**Workflow:** Apply TEACH Gate → request the educator/designer's initial intent or draft → build the smallest useful artifact → verify sources, rights, accessibility, integrity, clinical safety, and authority → show exact human-review and release states → capture a non-sensitive receipt.

**Maximum autonomy:** Preview. Low-risk reminders or refreshes may become monitored only after three supervised successful runs and separate approval. Consequential teaching, assessment, clinical, institutional, publication, and external actions remain approval-gated.
