{"resourceId":"albuquerque-aps-amira-recordings-deleted-48-hour-retention-paper-alternative-20260826","versions":[{"version":"external-42c0912624077de0d12f6c84400bb4f17d84842d6bb4c8a8c7ef8b3251ad5a06","resource":{"id":"albuquerque-aps-amira-recordings-deleted-48-hour-retention-paper-alternative-20260826","title":"Albuquerque Public Schools has Amira delete all prior student voice recordings, sets 48-hour retention for assessment audio, and offers a paper reading assessment alternative","organization":"Albuquerque Public Schools (New Mexico)","sector":"K-12 elementary literacy assessment and tutoring: AI speech-recognition data retention controls","geography":"Albuquerque, New Mexico, United States","publishedAt":"August 26, 2026, 5:03 PM (posted and updated; letter from Deputy Superintendent Randy Mahlerwein)","publicationDate":"2026-08-26","eventDate":null,"sourceName":"Albuquerque Public Schools","sourceLabel":"District letter to families (official web announcement)","sourceUrl":"https://www.aps.edu/news/news-from-2026-2027/a-message-to-the-aps-community-on-amira","evidenceClass":"standards-guidance","outcomeClass":"emerging","topics":["data-security","governance-procurement"],"finding":"After family concerns, Albuquerque Public Schools says Amira deleted all APS student voice recordings from the previous school year and earlier, and the district posted a Certificate of Data Deletion. Amira Assessment recordings, used for the state-required reading assessment, will be deleted within 48 hours so teachers can re-listen and double-check results. Families may refuse the computer-based assessment and receive a paper-and-pencil reading assessment instead. Amira Tutor, one way schools meet the state's 30-minute weekly reading tutoring requirement, will not record or store students' voices, and school instructional councils may choose another approach.","sledRelevance":"Why now: Providence parents on October 26 asked the same questions (historical recordings, retention, opt-out) for the same product, and New York City banned Amira outright in its newly published list. Albuquerque's August letter is a concrete, already-implemented set of controls that districts facing those questions can compare against. It is older than the last run and included only as this comparison point.","evidence":"Official district statement describing actions taken; the deletion certificate is linked but was not opened. No audit or independent verification of deletion or retention behavior.","architectureImplications":"Separates two uses of the same vendor: assessment (audio retained for 48 hours for teacher review) and tutoring (no audio stored). Retention is a configurable vendor setting, enforced by the vendor.","governanceImplications":"State mandates (reading assessment and 30 minutes of weekly tutoring) shape what can be opted out of: families can refuse the AI assessment mode but not the assessment itself.","securityPrivacyImplications":"Vendor-certified deletion of historical recordings and a short, purpose-bound retention window are the main controls; verification depends on vendor attestation.","caveats":"District self-report; published August 26, before the last run, and included as a comparison for current events rather than as new news. Deletion certificate not inspected. No data on how many families chose the paper option or on accuracy.","streamIds":["k12"],"roles":{"sales":"The framing point is that retention controls can be specified, not just promised. Albuquerque obtained vendor deletion of historical voice recordings, set a 48-hour window for assessment audio and offered a paper alternative. For districts now facing parent questions about speech-based AI, a bounded engagement could benchmark their settings against this example. The evidence shows what one district announced, not that deletion was verified independently or that family trust improved, so no outcome claims follow.","engineering":"The fit is purpose-bound retention per use case. The district separated assessment audio, kept 48 hours for teacher re-listening, from tutoring audio, which is not stored. Interpretation: engineers should confirm the vendor supports per-product retention settings and deletion attestations, and check derived data such as scores and transcripts, which the letter does not address. Validation should rely on vendor documentation and configuration evidence rather than the announcement alone.","delivery":"Delivery work is operationalizing a refusal pathway and retention rule. Principals handle requests for the paper assessment, so they need a consistent process and tracking. Interpretation: acceptance criteria could include documented retention settings, a filed deletion certificate and a count of alternative assessments delivered. Risks include inconsistent handling across schools, extra teacher workload for paper scoring, and families assuming all data was deleted when only voice recordings were addressed."},"roleDetails":{"sales":{"customerProblem":"Families object to a vendor recording young children's voices for reading assessment and tutoring, and the district must show concrete controls.","stakeholders":["Deputy superintendent for leadership and learning","Principals","Elementary families","School instructional councils","State public education department (mandates assessment and tutoring)"],"discoveryQuestions":["Which AI products record student audio, and for how long?","Do you hold a vendor deletion certificate for historical recordings?","Is there a non-AI alternative for state-required assessments?","Do school councils have discretion to choose non-AI tutoring?","What derived data remains after audio deletion?"],"valueHypothesis":"Benchmarking a district's speech-AI retention and opt-out settings against a published example could shorten its response to parent concerns; this is a hypothesis.","potentialEngagement":"A bounded benchmarking and policy-drafting session comparing a district's speech-AI settings to the Albuquerque controls, ending with a draft family letter.","unsupportedClaims":["That deletion has been independently verified","That a 48-hour window is sufficient or legally required","That the controls resolved family concerns"]},"engineering":{"fit":"Per-use-case retention configuration and deletion attestation for a speech-recognition vendor.","architectureIntegration":"Interpretation: document retention settings separately for assessment and tutoring modules and record them in the district's data inventory.","prerequisites":["Vendor support for configurable retention","Deletion certificate process","Paper assessment materials aligned with the state requirement"],"constraints":["State-mandated assessment cannot be skipped","Vendor-side enforcement","Derived data retention not addressed in the letter"],"security":"Short, purpose-bound audio retention; vendor attestation of deletion; confirm handling of derived scores and transcripts.","proofOfValue":["Verify retention setting in vendor admin console","Confirm deletion certificate scope covers all historical audio","Check whether derived transcripts persist after 48 hours"]},"delivery":{"work":"Implement a refusal pathway for computer-based assessment, publish retention rules, and file vendor deletion evidence.","dependencies":["Vendor cooperation","Principal availability to meet families","Paper assessment scoring capacity"],"ownership":"Deputy superintendent's office with principals handling individual requests.","skillsAdoption":"Principals and teachers need a common script and process for refusal requests and paper scoring.","governanceCheckpoints":["Annual review of retention settings","Review of refusal request volume each term"],"acceptanceCriteria":["Retention settings documented and confirmed","Deletion certificate filed and published","Alternative assessments delivered for every request within the testing window"],"risks":["Inconsistent handling across schools","Teacher workload from paper scoring","Misunderstanding of which data was deleted"]}},"retrievedAt":"2026-10-26T22:03:14-05:00","enrichedAt":"2026-10-26T22:06:56-05:00","enrichmentBasis":"retrieved source","accessibilityWorkforceImplications":"The 48-hour window is justified as letting teachers re-check results for students with speech or language differences.","procurementImplications":"Controls were negotiated with the incumbent vendor rather than through a new procurement.","operatingModelImplications":"Principals are the point of contact for opt-outs; school instructional councils can choose non-Amira tutoring.","sourceVerification":{"openedUrl":"https://www.aps.edu/news/news-from-2026-2027/a-message-to-the-aps-community-on-amira","referenceExcerpt":"Amira Assessment recordings will now be deleted within 48 hours.","promptVersion":"sled-research-v4.0","model":null,"basis":"agent-reported inspection"}}}]}