{"resourceId":"long-beach-usd-student-anti-ai-campaign-moratorium-20261019","versions":[{"version":"external-53633ec026158490214135aa911aab9195c8518c73f1edd003df82783ca63748","resource":{"id":"long-beach-usd-student-anti-ai-campaign-moratorium-20261019","title":"Long Beach Unified students campaign for an AI moratorium, reporting from an informal survey that most peers have seen AI used to cheat","organization":"Long Beach Unified School District students and Schools Beyond Screens (reported by the Long Beach Post)","sector":"K-12 student and parent advocacy on classroom AI, academic integrity and screen time","geography":"Long Beach, California, United States","publishedAt":"October 19, 2026 (Long Beach Post; page metadata 13:01 UTC) about October board meetings","publicationDate":"2026-10-19","eventDate":"2026-10-07","sourceName":"Long Beach Post","sourceLabel":"Local nonprofit news report","sourceUrl":"https://lbpost.com/news/education/students-ban-ai-rapant-classroom-performance-art/","evidenceClass":"independent-reporting","outcomeClass":"cautionary","topics":["governance-procurement","accessibility-workforce","operating-model"],"finding":"About 10 high school students across four LBUSD high schools formed an Anti-Generative AI Campaign and have used skits during board public comment to press for an AI ban. In October they presented results from a few dozen student respondents: 91% said they had used or seen someone use AI to cheat, and 85% had seen or heard about teachers using it; students said ChatGPT was commonly open on district Chromebooks. With Schools Beyond Screens, they ask the district to adopt an AI moratorium and return to pen and paper where possible. The district publishes general AI guidance and a list of authorized tools and has begun surveying students and families.","sledRelevance":"Student-led pressure for a moratorium in a large urban district, with claims that consumer chatbots are routinely reachable on district devices.","evidence":"News report; the student survey is a small convenience sample of a few dozen respondents, not representative; claims are the students' own.","architectureImplications":"Students report ChatGPT open on district Chromebooks. Interpretation: authorized-tool lists do not by themselves restrict access to consumer chatbots.","governanceImplications":"District relies on guidance and an authorized-tool list; advocacy groups seek a moratorium; district has opened a student and family survey.","securityPrivacyImplications":"Routine use of consumer chatbots on district devices would fall outside district data agreements; not quantified.","caveats":"Survey figures come from a small, self-selected student sample and should not be generalized. The connection the students draw between AI and college-readiness rates is advocacy, not evidence. District response is limited to its published guidance and survey.","streamIds":["k12"],"roles":{"sales":"Sales framing: in Long Beach, students themselves are asking for a moratorium and say consumer chatbots are routinely open on district Chromebooks. That supports a bounded offer to measure actual AI use on district devices and design a representative student and family survey before the board decides. Do not cite the 91% figure as district-wide evidence; it comes from a few dozen self-selected respondents.","engineering":"Engineering framing: an authorized-tool list exists, but students report unrestricted access to ChatGPT on district devices. Pre-sales should pull aggregate filter or traffic data for chatbot domains, compare it with the authorized list, and identify gaps. Proof of value is an anonymized usage baseline by tool and grade band that the board can use instead of anecdote.","delivery":"Delivery framing: give the board a factual baseline before it weighs a moratorium. Combine aggregate device usage data with a properly sampled survey and publish results. The research and technology offices own the work. Acceptance means a representative report delivered before any policy vote. Risks include privacy concerns over usage data, low survey response and polarization."},"roleDetails":{"sales":{"customerProblem":"A district facing moratorium demands lacks reliable data on how AI is actually used on its devices and by whom.","stakeholders":["Board of education","Superintendent","Research and evaluation office","Technology office","Student and parent groups"],"discoveryQuestions":["Do you have aggregate data on chatbot traffic from district devices?","How was your student and family AI survey sampled?","How does the authorized tool list connect to filter settings?","What decision is the board expected to make, and when?"],"valueHypothesis":"A representative baseline could ground the moratorium debate and target controls; not measured here.","potentialEngagement":"A six-week AI usage baseline combining anonymized device data and a sampled survey, with a board briefing.","unsupportedClaims":["Student survey is not representative.","No link between AI and readiness rates shown.","No district usage data reported."]},"engineering":{"fit":"Fits large districts with managed Chromebooks and published authorized AI tool lists.","architectureIntegration":"Aggregate filter and DNS logs by chatbot domain and grade band; map them to the authorized-tool list.","prerequisites":["Filter or network log access","Privacy review of aggregation method","Authorized-tool list"],"constraints":["California student privacy law","Log retention limits","Personal devices outside view"],"security":"Report only aggregate, de-identified usage; restrict raw log access.","proofOfValue":["Aggregate usage baseline by tool and grade band","Gap list between authorized and observed tools","Privacy review sign-off"]},"delivery":{"work":"Produce a representative AI usage baseline and survey report before a moratorium decision.","dependencies":["Technology office data access","Research office survey design","Board timeline"],"ownership":"Research and evaluation office with the technology office.","skillsAdoption":"Board and cabinet briefing on reading usage and survey data.","governanceCheckpoints":["Privacy review of data use","Survey design review","Board briefing before vote"],"acceptanceCriteria":["Proposed: survey sample meets a defined response rate by school","Proposed: usage baseline published in aggregate","Proposed: board receives report before any vote"],"risks":["Privacy objections to usage data","Low survey response","Polarized debate"]}},"retrievedAt":"2026-10-20T22:01:42-05:00","enrichedAt":"2026-10-20T22:04:43-05:00","enrichmentBasis":"retrieved source","accessibilityWorkforceImplications":"Students raised concerns about cognitive development and teacher reliance on chatbots for grading; no district PD response described.","procurementImplications":"District maintains an authorized AI tool list; no new purchases described.","operatingModelImplications":"Board public comment and advocacy groups shaping a parallel screen policy and possible AI moratorium.","sourceVerification":{"openedUrl":"https://lbpost.com/news/education/students-ban-ai-rapant-classroom-performance-art/","referenceExcerpt":"91% of their survey respondents said they had used (or seen someone use) AI to cheat on assignments","promptVersion":"sled-research-v4.0","model":null,"basis":"agent-reported inspection"}}}]}