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https://www.productionai.institute/graph/events/evt-aiid-239

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Production AI Institute public record · AI Incident Database: Algorithmic Teacher Evaluation Program Reportedly Failed to Improve Student Outcomes and Was Alleged to Have Harmed Teachers · observed 2022-06-15
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AI Incident Database: Algorithmic Teacher Evaluation Program Reportedly Failed to Improve Student Outcomes and Was Alleged to Have Harmed Teachers

Gates Foundation-funded Intensive Partnerships for Effective Teaching Initiative's algorithmic program to assess teacher performance reportedly failed to achieve its goals for student outcomes, particularly for minority students, and was criticized for potentially causing harm against teachers.

AI Incident Database · Incident 239

Operator lens (medium): inspect D1 (input boundary), D2 (output validation), D6 (autonomy oversight).

Confidence
78%
Sources
2
Entities
9
Detected
detected 1495d ago

Event summary

Gates Foundation-funded Intensive Partnerships for Effective Teaching Initiative's algorithmic program to assess teacher performance reportedly failed to achieve its goals for student outcomes, particularly for minority students, and was criticized for potentially causing harm against teachers.

D1D2D6

Linked entities

  • intensive-partnerships-for-effective-teaching

    organisation | 70%

  • teachers

    organisation | 70%

  • students

    organisation | 70%

  • epistemic-integrity

    organisation | 70%

  • educational-communities

    organisation | 70%

  • economically-vulnerable-people

    organisation | 70%

  • economically-vulnerable-students

    organisation | 70%

  • minority-students

    organisation | 70%

  • minority-groups

    organisation | 70%

Related graph edges

EdgeTypeConfidence
ent-aiid-intensive-partnerships-for-effective-teaching to ent-psf-d1maps to60%
ent-aiid-intensive-partnerships-for-effective-teaching to ent-psf-d1maps to60%
ent-aiid-intensive-partnerships-for-effective-teaching to ent-psf-d1maps to60%
ent-aiid-intensive-partnerships-for-effective-teaching to ent-psf-d2maps to60%
ent-aiid-intensive-partnerships-for-effective-teaching to ent-psf-d2maps to60%
ent-aiid-intensive-partnerships-for-effective-teaching to ent-psf-d2maps to60%
ent-aiid-intensive-partnerships-for-effective-teaching to ent-psf-d6maps to60%
ent-aiid-intensive-partnerships-for-effective-teaching to ent-psf-d6maps to60%
ent-aiid-intensive-partnerships-for-effective-teaching to ent-psf-d6maps to60%

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Event dates

  • Happened 1 Sept 2009

  • Detected 15 June 2022

Sources

  • AI Incident Database - Incident 239

    secondary | checked 9 July 2026

    Open source
  • Here's How Not to Improve Public Schools

    primary | checked 15 June 2022

    Open source
Cite this record

"AI Incident Database: Algorithmic Teacher Evaluation Program Reportedly Failed to Improve Student Outcomes and Was Alleged to Have Harmed Teachers." https://www.productionai.institute/graph/events/evt-aiid-239 (observed 2009-09-01; retrieved 2026-07-19). PAI.

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