Prototype · Pilot pitch review · Not a live data product

AI Policy Map

For students and teachers

See how each district’s AI rules hit students and teachers — and who’s accountable.

Multi-state peer comparison of K–12 generative AI rules, tools, and parent clarity — plus named decision-makers so families and admins can reach the right person. Georgia is the launch state (not forever-only); we expand state-by-state. Washington (Seattle metro) is an early comparison cohort. Living table and pitch sections derive from districts.csv only — no invented people or district facts.

Loading… Now covering Georgia · Next states coming Free: US map · topics · newsletter · paid = deep table

Free for parents & teachers · not paywalled

US map · leadership at a glance

Color-coded by early leadership signal (leaders vs mid-pack vs none-heavy). Only Georgia and Washington have seed data so far — every other state is marked coming. Click GA for the launch-state deep view (table, contacts, impact, glossary).

National map stub

Honest early map: statewide colors are provisional. Categories borrow from GA verified aggregates (board_policy / guidance vs procedure / none). Not a finished national ranking.

  • Leaders — higher share with board_policy / guidance
  • Mid-pack — procedure / handbook / drafting
  • None-heavy / mixed — mostly none (GA today)
  • Coming soon — no statewide scrape yet

GA seed signal (verified LEAs): loading…

Deep dive stays free to reach from the map: Comparison table · Contacts · Risk / Impact · Glossary

Trending topics

Sample / coming — not live national data.

Chromebook AI settingsSample Board policy vs handbookSample Parent clarity gapsSample Teacher PD for genAISample Student assignment rulesComing

Parent newsletter

Local capture only — no backend list send. We’ll store a note on this machine or open your mail client.

Newsletter archive

  • Issue 01 — How to read an AI policy pillComing
  • Issue 02 — Who to email at your districtComing
  • Issue 03 — GA vs WA early contrastSample

Coverage summary

Strong vs weak/none posture in the current filter (state + entity type) — scannable for a board pitch. Also tracks GA verified toward 180 traditional LEAs (charter/private excluded from that target) and last_verified_at freshness (≤30d fresh · 31–60 aging · >60 stale). Counts update with Georgia / Washington / All and Traditional / Charter / Private.

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Strong / formal

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Glossary / What this means

Short codes in the comparison table are product enums. This glossary is the deep parent-/teacher-/student-facing meaning layer (mirrored from policy_glossary.md): what it means, how it’s usually communicated, and what ends up happening. Hover any policy pill for a tip; click to expand all three layers under the cell. Codes stay stable — meanings live here only. Note: principles_only = values without operating rules.

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Contacts / Decision-makers

Accountability contacts follow entity type: traditional LEAs use superintendent + elected board; state charters use CEO/superintendent-equivalent + governing board; privates lead with Head of School (not an elected-board page). Data from CSV people columns only; empty cells mean pending backfill.

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Risk / Impact

Score student and teacher impact separately from the same AI stance. A setup can help teachers (time, planning, autonomy) while hurting student learning — or the reverse. Enums and notes come only from CSV; this UI never invents values.

Thesis: AI can help teachers while hurting student learning (or reverse) — score student_impact and teacher_impact independently. Working vs not-working use cases and sources stay attached to the district row.

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Living comparison table

Georgia is the launch state; Washington / Seattle metro is an early comparison cohort. Filters use CSV state (GA|WA|…) and entity_type (traditional|charter|private; blank = traditional). Non-traditional rows show a Charter / Private badge. GA verified /180 counts traditional only. One row = one LEA. Enums + source URLs beat essays. This is the product.

Show:

Showing Georgia · Traditional · Verified only · …

Status:
Type:
District Policy status Elementary AI Secondary AI Assignment Primary tool Teacher PD Student literacy Parent comms Outcomes Student impact Teacher impact Verified
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Table reads from districts.csv — update the CSV to refresh. Horizontal scroll stays inside this box; district name column sticks.

Prototype only. Verified rows summarize public sources as of last_verified_at; not legal advice. Unverified rows show empty product state. Serve this folder over HTTP (file:// blocks fetch).

GA posture highlights

Four Georgia LEAs chosen deterministically from districts.csv for posture diversity (one board_policy, one guidance, one none, one procedure_handbook — first A–Z within each bucket). Text is the CSV one_liner plus field pills only — no invented narrative.

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Sample monthly change brief

What a paying district would get in email / PDF each month. Opening blurb is auto from the seed; bullets below are illustrative framing for the pilot pitch.

Metro AI Policy Map — Sample · September 2026

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  • National pressure (context): Peer boards keep asking where local posture sits vs restrictive metros and handbook-heavy peers — this seed exists to answer with enums, not essays.
  • Watch next: Any GA board_policy / resolution / procedure updates that change the strong vs none split; parent_comms moving from none → faq/letter; first outcomes_published=yes beyond the current seed.

Board pack (draft from CSV)

Auto-built from Georgia rows in districts.csv for a work-session slide. Contrast set = one LEA per posture bucket (board_policy / guidance / none / procedure_handbook), first A–Z within each.

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Parent FAQ (GA peer template)

Generic Georgia peer FAQ driven by aggregate patterns in the GA seed — including how families use board roster URLs and named decision-makers when present. Not a single district’s family policy text; we never invent contact names. Use as a handout draft; paid product remains the living table + contacts.

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90-day pilot (from offer sheet)

Living table for your district + Georgia peers (launch state) · WA early comparison · monthly brief · 1 board pack · parent FAQ draft.

$2,500–$5,000 90-day pilot (flat). 100% credit to annual.
$8,000–$15,000 / yr Monthly updates · 2 board packs · FAQ refresh · change alerts.

Kill criteria: if after 90 days Graider/TeachAI already match your freshness on these fields with no paid buyer, stop. Local prototype only for this review — not a public deploy.