Patch Notes for Society

Pre-Memo Reviewer Bundle #004

Education outcomes, teacher capacity, multiple pathways, measurement, governance, technology, and implementation risks. This is pre-memo review, not a final policy proposal.

Pre-memo reviewer brief

Outcome frame, guardrails, review questions, and readiness criteria before this becomes a formal memo.

Evidence matrix

Claim-by-claim source anchors, evidence posture, and reviewer asks.

Download evidence matrix

Source appendix

Baseline source anchors for learning outcomes, education data, CTE, civil-rights data, AI guidance, comparison data, and state policy variation.

Download source appendix

Public essay

The accessible Patch Notes paper for broader critique and public understanding.

What To Review

What should "capable adult" mean without becoming vague?
Which outcome metric would be easiest to game?
Where does the paper risk teacher-blame?
Where could multiple pathways become low-expectation tracking?
Which AI or technology claim is premature?

Submit critique, source corrections, or implementation risks through the public feedback forms.