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created 14 October 2026 · last modified 14 October 2026

Five first reads.

The Santa Fe AI rollout did not arrive in 2026. It has a trail. This page lines up the five sources that, read in order, show what was being asked, what was announced, what was presented to the board, what was presented to the Legislature, and who was in the room when the announcement became policy. The Lawton press release sits at the end as the moment that opens the re-examination window the campaign is built around.

§01The five cites

2018
Recorded talkPublic school-leadership convening (pre-pandemic)

Before the modern AI wave: the questions a school leader was asking out loud

Speaker: Neal Weaver

Five years before ChatGPT, the same educator who would later set the SFPS AI direction was asking questions about substrate, equity, and the limits of any tool dropped into a classroom whose ground was not yet level. The talk frames technology adoption as a problem of preparation, not of acquisition.

lines worth carrying
  • Equity is the precondition, not the byproduct, of any classroom technology rollout.
  • The first question is not which tool the district buys. The first question is which families the district has already lost.
  • A tool that scales reaches the kids who already had the most. That is what scale does, unless you build against it.

Paraphrased from the recorded talk; verbatim excerpts move to the source bank when transcripts are confirmed.

Oct 2024
Newspaper articleSanta Fe New Mexican (updated May 14, 2026)

SFPS embraces AI as a 'thought partner'

Speaker: Santa Fe Public Schools

The first widely circulated framing of the district's AI direction. Names the partner products (Khanmigo, Amira, ChatGPT for Schools), names the policy scaffold imported from the North Carolina Department of Public Instruction, and introduces the 'thought partner' vocabulary that has carried through every subsequent district communication. This is the article to read first.

lines worth carrying
  • AI is positioned as a 'thought partner' for students and teachers, not a replacement.
  • The district adopts a governance scale developed by the North Carolina Department of Public Instruction.
  • Vendor partners named: Khan Academy (Khanmigo), Amira Learning, OpenAI (ChatGPT for Schools).

The article is the public face of the rollout. The deliberation that produced these choices is on the next cite.

Sep 26 2024
Board study-session deckSFPS Board of Education study session

Artificial Intelligence in SFPS: the document the district's narrative is downstream of

Speaker: Chavez, Romero, Weaver, Lewis

Nineteen slides presented to the Board of Education three weeks before the Santa Fe New Mexican article ran. The deck names the vendor partners, names the imported policy scaffold (TeachAI's Seven Principles), names the training intervention (a two-day AI learning event for Cabinet-level leadership), and names a reporting cadence (Quarterly BOE AI Updates) that did not hold. Every framing that has carried through the public communications has its source here.

lines worth carrying
  • The definition of Artificial Intelligence presented to the Board was written by ChatGPT and adapted by the Chief Information and Strategy Officer (slide 3).
  • Illustrations across the deck were generated by Bing Chat and DALL-E (slides 4-5). The list of New Mexico teacher training statutes was generated by an AI prompt (slides 7-8).
  • The policy scaffold on slide 13 is TeachAI's Seven Principles. TeachAI is the policy arm of the vendor coalition the rollout names as partners.
  • The training intervention named on slide 14 is a two-day AI learning event for Cabinet-level leadership.
  • The SY2024-25 roadmap on slide 17 promised Quarterly BOE AI Updates in Q2, Q3, and Q4. The board agenda record does not show them.

Primary source recovered from district archives. The deck is the underlying document the October 2024 article and the 2026 podcast both inherit from.

Jul 23 2025
Legislative working-group reportNew Mexico Legislative Education Study Committee

The state room: SFPS presents Amira to the Legislature's AI working group

Speaker: LESC Artificial Intelligence Working Group (report by Tim Bedeaux, Senior Policy Analyst II)

The working group met four times in summer 2025 to evaluate AI education tools and develop policy recommendations. SFPS's Chief Information and Strategy Officer presented Amira to it — the district's rollout leadership operating in the statewide-advocacy room, not just the district room. The report's recommendations read as a checklist of what the statewide mandate, effective one month later, did not yet have.

lines worth carrying
  • “The Legislature should require AI tools to meet minimum data privacy, security, and sovereignty standards… prohibit vendors from using sensitive student data to train future models; provide assurances that school districts and tribal governments maintain ownership over their data… require independent audits and bias testing; and provide a clear opt-out procedure.”
  • “PED should establish a vetting process for AI tools, similar to its review of high-quality instructional materials, to give districts, schools, and educators confidence to adopt AI tools in classrooms.”
  • The report describes Amira as one of the tools the working group reviewed; it does not describe a vetting process that was actually used for Amira — it recommends that one be created.

Primary source: nmlegis.gov handouts, July 23, 2025. The timeline the Legislature's own May 2026 brief draws: PED AI guidance published May 2025 (non-binding), this working-group report July 2025 (research), PED's statewide Amira ISIP mandate August 2025. The recommendations came one month before the mandate; the standards they call for did not.

2026
Podcast episodeDistrict-affiliated podcast

The Friday call: who is in the room when SFPS picks an AI tool

Speaker: SFPS staff and external participants

Describes a recurring planning call composed primarily of vendor CTOs and other district CIOs. The call is the deliberation surface that turned a peer-network agreement into district policy. Parents, teachers, and students are not named as participants. The community whose children are the subject of the decisions is not named as a participant.

lines worth carrying
  • A recurring planning call gathers vendor CTOs and peer-district CIOs.
  • Tooling decisions and rollout sequencing are coordinated through the call.
  • Parents, classroom teachers, students, and tribal representatives are not described as standing participants.

The podcast itself is on the record. The composition of the recurring call is what to listen for.

§02What changed

The same person, the same district, eight years apart. The questions on the left were on the record in 2018. The shape on the right is the 2024–2026 rollout. The point is not that one is right and the other is wrong. The point is that a set of questions disappeared from the public conversation and the campaign asks the board to put them back.

Who decides which tool the district uses?
2018

Framed as a community question, contingent on the readiness of the substrate underneath.

2024–2026

Framed as a peer-network agreement among vendor CTOs and district CIOs; community input is not in the deliberation surface.

What about families without the home setup the tool needs?
2018

Named as the first question, before the tool is chosen.

2024–2026

Not the first question. The tool is named first; the gap surfaces later as an implementation detail.

What is the metric for whether this is working?
2018

Whether the kids who started behind moved forward more than the kids who were already ahead.

2024–2026

Adoption (how many classrooms, how many students used the tool) is the metric that travels in the public communications.

What is the time horizon?
2018

Multi-year, cohort-scale.

2024–2026

Vendor release cycles (weeks) drive the institutional clock (months); the cohort clock (decades) is not the operating tempo.

What did the district promise the board for reporting cadence?
Sep 2024

Slide 17 of the Sep 26 2024 study-session deck names a SY2024-25 roadmap with Quarterly BOE AI Updates in Q2, Q3, and Q4 — published in the deliberation surface itself.

May 2026

The Q2 update (due Dec 2024), the Q3 update (due Mar 2025), and the Q4 update (due Jun 2025) do not appear on any board agenda the public record carries. The reporting cadence the deck promised to the body the district answers to was not delivered.

§03What the empirics say about the design they chose

A 2025 randomized trial in Turkey (Bastani et al., PNAS) compared a general GPT chatbot against a teacher-designed, hints-only GPT tutor against a control. The teacher-designed tutor outperformed the general chatbot by 127% during practice and preserved learning on post-AI exams. The general chatbot degraded learning. Khanmigo's stated design (Socratic, hints-first, teacher-prompted) sits on the side of that line the study supports.

The campaign does not rest on a claim that AI harms learning. The empirics on a defensible tutor design are real. The campaign rests on the deliberation that did not happen. A defensible design shipped through an indefensible process is still an indefensible process.

§04The departure marker

Lawton Public Schools press release · January 12, 2026

Lawton Public Schools, in Lawton, Oklahoma, names Neal Weaver as superintendent. The start date is July 1, 2026. The leadership transition is not a scandal. It is a normal, public, scheduled change. The campaign treats it as the natural occasion for the community to look again at the direction, speed, and outcomes of the AI rollout, while the people who set the direction are still on hand to answer questions.

Re-examination is good governance, not delay.

§05What to do with the thread

  • Read the 2024 article first. It is the framing the district has carried forward.
  • Then watch or read the 2018 talk. The shift in posture is the story.
  • Then listen to the 2026 podcast. The composition of the recurring call is the load-bearing detail.
  • Then file an IPRA for the contracts. The vocabulary in the article is one thing. The vocabulary in the data processing agreements is another.
File an IPRAParent 1-pagerBack to the campaign hub

The quoted lines on this page are summaries written from the public record. Verbatim excerpts move to the source bank at /advocacy/sfps/sources as transcripts are confirmed.

How to cite
APA 7th ed.

Perkins, C. (2026, May; updated July 2026). The Thread: five first reads on the SFPS AI rollout. The Santa Fe AI. https://kinetic-trust-protocol.net/advocacy/sfps/thought-partner