LevelUp AI × EveryAge AI · EveryAge AI

Day 57: Institutional Scaling & Annual Governance Refresh Plan (Capstone & Certification)

EveryAge AI · Phase 4 (Days 46–60): Capstone Projects, Governance & Portfolio Certification Track

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Day 57 (Phase 4 (Days 46–60): Capstone Projects, Governance & Portfolio Certification): Institutional Scaling & Annual Governance Refresh Plan. Goal: Establish a quarterly or semesterly review cycle to update AI policies, approved tools, and training.

Learning Goal: Establish a quarterly or semesterly review cycle to update AI policies, approved tools, and training.

Key Concepts

Core Principle (Day 57): Establish a quarterly or semesterly review cycle to update AI policies, approved tools, and training.
Zero-PII Safeguard: Strip all student, child, family, client, and staff identifiers before using any digital tool.
Human-in-the-Loop Verification: Cross-check every factual claim, citation, calculation, and tone against primary sources before adoption.

Hands-On Activity

Draft a 12-month review calendar for refreshing classroom, household, or organizational AI guidelines.

Practice Prompt Template (Zero-PII)

Create a simple quarterly governance review checklist for a school or organization to re-verify tool privacy terms, curriculum accuracy, and staff feedback.

Human-in-the-Loop Checkpoint: Assign clear human ownership for each quarterly check.

6 Co-Branded Track Emblem System (K–2 to Adult Workforce)

Privacy & Governance Safeguard: Never enter student, child, staff, family, or confidential workplace PII into unapproved AI tools. EveryAge AI is an independent educational & professional literacy program by EveryAge AI (Inquiries: hello@everyageai.com / oes@everyageai.com).