{"resourceId":"laist-long-beach-usd-ai-screen-survey-workgroup-moratorium-push-20261027","versions":[{"version":"external-79c770cc812db4a9c29dd084ca0cb712191496bf6a32ea325905545ae0fd89b3","resource":{"id":"laist-long-beach-usd-ai-screen-survey-workgroup-moratorium-push-20261027","title":"Long Beach Unified surveys students and families on classroom AI and screens and forms a workgroup, including anti-tech parent groups, to shape policy","organization":"Long Beach Unified School District (California), as reported by LAist","sector":"K-12 district technology policy: generative AI and device use, community input","geography":"Long Beach, California, United States","publishedAt":"October 27, 2026, 11:30 AM (LAist brief)","publicationDate":"2026-10-27","eventDate":null,"sourceName":"LAist","sourceLabel":"Regional public-media news brief","sourceUrl":"https://laist.com/brief/news/education/lbusd-is-evaluating-ai-use-in-the-classroom-they-want-parents-and-students-opinions","evidenceClass":"independent-reporting","outcomeClass":"emerging","topics":["governance-procurement","operating-model"],"finding":"Long Beach Unified opened student and caregiver surveys in October asking how classroom technologies, including generative AI, affect learning, well-being, privacy and attention. A district spokesperson said a workgroup of teachers, students, guardians, administrators and industry experts, including members of grassroots groups lobbying to cut classroom tech, will review results after the survey closes on Nov. 6; findings, focus groups and research may shape policy recommendations. A Schools Beyond Screens chapter leader wants an AI moratorium like those in New York City and Los Angeles Unified. The district spent $2.5 million on laptops in 2025-26 and projects the same this year.","sledRelevance":"Directly K-12 and current: a large California district is moving from grassroots pressure to a formal input process that could produce AI restrictions. It follows the student anti-AI campaign archived on Oct 19 and adds the district's concrete response (surveys, workgroup, Nov. 6 close).","evidence":"News brief citing a district spokesperson and an advocacy leader; no survey instrument, response counts or draft policy were published in the article.","architectureImplications":"Limited relevance: any resulting policy could require grade- or tool-level controls over AI features on district laptops; the article does not describe current tools.","governanceImplications":"Interpretation: including advocacy groups in the workgroup makes restriction or moratorium outcomes plausible; districts elsewhere may copy the survey-plus-workgroup model before writing AI rules.","securityPrivacyImplications":"The surveys explicitly ask about privacy effects of classroom technology; no specific privacy incidents are reported.","caveats":"Short brief; survey design, sample and timeline for board action are not reported. Moratorium references to NYC and LAUSD are the advocate's framing, not verified here. Survey responses are opinions, not outcome evidence.","streamIds":["k12"],"roles":{"sales":"The framing point is that Long Beach is gathering community opinion before deciding AI rules, so the near-term need is decision support, not tools. The district wants to know what students and families think about AI and screens, and advocates are pressing for a moratorium. A bounded offer could help analyze survey results against an inventory of current AI tools and their evidence. This evidence cannot support claims that AI tools improve learning in Long Beach or that a moratorium is coming.","engineering":"Fit is an inventory and control review rather than deployment. Interpretation: engineers could map which AI features are present on district laptops and platforms and how they can be disabled by grade or app, so any workgroup recommendation can be implemented quickly. The article names no products, so the first step is discovery. Constraints include California student privacy law and the district's existing device fleet funded at about $2.5 million a year.","delivery":"Delivery work is supporting a policy process. The district technology and curriculum offices would own an AI tool inventory, while the workgroup turns survey themes into recommendations. Interpretation: acceptance criteria could include a published summary of survey themes, a list of AI-enabled tools with purpose and data use, and a decision timeline. Risks include polarized input, a rushed moratorium that disrupts approved uses, or a process that stalls without board action."},"roleDetails":{"sales":{"customerProblem":"Long Beach Unified faces organized parent and student pressure to limit AI and screens and must decide policy using survey and workgroup input.","stakeholders":["District technology and curriculum leaders","School board","District spokesperson / communications","Schools Beyond Screens parent chapter","Student advocates","Teachers"],"discoveryQuestions":["Which AI-enabled tools are currently approved or active on student devices?","How will survey results be weighted against research evidence?","What decision timeline does the board expect after Nov. 6?","Would a moratorium cover teacher-facing tools as well as student-facing ones?"],"valueHypothesis":"A tool inventory paired with survey analysis could help the workgroup make specific, implementable recommendations; this is a hypothesis, not a measured result.","potentialEngagement":"A short engagement to inventory AI features in the district's tools and summarize survey themes for the workgroup.","unsupportedClaims":["That AI improves learning in Long Beach","That families broadly oppose AI (survey results are not yet available)","That a moratorium will be adopted","Any cost savings from reduced device spending"]},"engineering":{"fit":"Discovery and control mapping for AI features across district devices and platforms.","architectureIntegration":"Interpretation: catalog AI features in productivity suites, learning platforms and browsers on district laptops, and document per-grade or per-app disable controls.","prerequisites":["Current approved software list","Device management console access","Data privacy agreements for AI-enabled vendors"],"constraints":["California student privacy law","Existing laptop fleet and licensing","Feature changes pushed by vendors outside district control"],"security":"Confirm which tools process student data with AI and whether vendor terms allow model training on student data.","proofOfValue":["Produce a complete list of AI-enabled tools with on/off controls","Test disabling one AI feature by grade band in a pilot school","Cross-check survey privacy concerns against actual data flows"]},"delivery":{"work":"Support the workgroup with a tool inventory, survey theme summary and a draft decision timeline.","dependencies":["Survey close on Nov. 6","Workgroup formation and meeting schedule","Board direction"],"ownership":"District technology office with curriculum leadership; workgroup advises the board.","skillsAdoption":"Teachers need clear guidance on what remains allowed while policy is pending; staff need a consistent message for families.","governanceCheckpoints":["Survey close (Nov. 6)","Workgroup review of themes","Board consideration of recommendations"],"acceptanceCriteria":["Published summary of survey themes","AI tool inventory with purpose and data use","Board-adopted timeline for any policy change"],"risks":["Polarized workgroup","Abrupt moratorium disrupting approved uses","Process stalls without a decision"]}},"retrievedAt":"2026-10-27T22:05:56-05:00","enrichedAt":"2026-10-27T22:10:39-05:00","enrichmentBasis":"retrieved source","accessibilityWorkforceImplications":"Teachers are included in the workgroup; the article does not discuss accessibility tools that might be affected by restrictions.","procurementImplications":"Device spending ($2.5 million on laptops in 2025-26, projected the same this year) is cited by advocates as a budget concern.","operatingModelImplications":"Policy development runs through a mixed stakeholder workgroup, survey and focus groups rather than staff alone.","sourceVerification":{"openedUrl":"https://laist.com/brief/news/education/lbusd-is-evaluating-ai-use-in-the-classroom-they-want-parents-and-students-opinions","referenceExcerpt":"Once the survey closes on Nov. 6, the workgroup (which will include members of the grassroots groups lobbying the district) will review the survey results","promptVersion":"sled-research-v4.0","model":null,"basis":"agent-reported inspection"}}}]}