Policy Aware, Neutral, government focused
Governed Personal Intelligence
A Governance Framework for AI Use in Educational Systems
Governed Personal Intelligence (GPI) is a governance framework that defines how artificial intelligence is allowed to operate in educational environments. It is not a curriculum, platform, or mandate. It is a set of structural boundaries designed to preserve student autonomy, educator authority, and public trust.
Core Distinction: GPI governs intelligence — not people.
Students, teachers, and administrators remain fully autonomous. Constraints apply exclusively to AI systems.
Why a Governance Framwork is Needed
As AI tools enter classrooms and administrative workflows, risks emerge when systems:
- simulate authority
- influence beliefs or behavior
- engage emotionally with students
- operate without explicit permission
- continue despite unclear or unsafe conditions
GPI addresses these risks by design, rather than through after-the-fact policy enforcement.
State-Relevant Safeguards
Under GPI, AI systems in educational contexts:
- Do not act as teachers, mentors, counselors, or authorities
- Do not persuade, optimize, or shape student beliefs
- Do not analyze or guide emotional or mental health states
- Require explicit permission to operate
- Refuse or stop when boundaries are crossed
These behaviors are structurally enforced, not discretionary.
Safety Baseline: ShebaSafeOS
All GPI-aligned systems operate above a non-negotiable safety baseline called ShebaSafeOS:
- Always Active
- Always Free and Publicly Documented
- Cannot be disabled, bypassed or licensed away
Relationship to Existing Policy
GPI is compatible with:
- child safety statutes
- student privacy protections
- educator authority requirements
- parental consent frameworks
It does not replace existing policy.
It provides a structural reference point for evaluating AI behavior.
What GPI is Not
❌ Not a State Mandate
❌ Not a Procurement requirement
❌ Not a technology endorsement
❌ Not a student data system
It is a governance lens agencies may reference when assessing AI use.
Bottom Line for Agencies
GPI offers a way to discuss AI in education without accelerating adoption, centralizing control, or compromising student wellbeing.
It defines where AI stops — so public education remains human-led, accountable, and trustworthy.