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https://www.productionai.institute/graph/events/evt-aiid-461

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Production AI Institute public record · AI Incident Database: IRS Audited Black Taxpayers More Frequently Reportedly Due to Algorithm · observed 2023-02-03
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AI Incident Database: IRS Audited Black Taxpayers More Frequently Reportedly Due to Algorithm

The IRS was auditing Black taxpayers more frequently than other groups allegedly due to the design of their algorithms, focusing on easier-to-conduct audits which inadvertently correlated with the group's pattern of tax filing errors.

AI Incident Database · Incident 461

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

Confidence
82%
Sources
3
Entities
2
Detected
detected 1262d ago

Event summary

The IRS was auditing Black taxpayers more frequently than other groups allegedly due to the design of their algorithms, focusing on easier-to-conduct audits which inadvertently correlated with the group's pattern of tax filing errors.

D2D6

Linked entities

  • internal-revenue-service

    organisation | 70%

  • black-taxpayers

    organisation | 70%

Related graph edges

EdgeTypeConfidence
ent-aiid-internal-revenue-service to ent-psf-d2maps to60%
ent-aiid-internal-revenue-service to ent-psf-d2maps to60%
ent-aiid-internal-revenue-service to ent-psf-d2maps to60%
ent-aiid-internal-revenue-service to ent-psf-d6maps to60%
ent-aiid-internal-revenue-service to ent-psf-d6maps to60%
ent-aiid-internal-revenue-service to ent-psf-d6maps to60%

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Event dates

  • Happened 18 July 2008

  • Detected 3 Feb 2023

Sources

  • AI Incident Database - Incident 461

    secondary | checked 9 July 2026

    Open source
  • Black Americans Are Much More Likely to Face Tax Audits, Study Finds

    primary | checked 1 Feb 2023

    Open source
  • Black taxpayers more than three times more likely to be audited by IRS

    secondary | checked 3 Feb 2023

    Open source
Cite this record

"AI Incident Database: IRS Audited Black Taxpayers More Frequently Reportedly Due to Algorithm." https://www.productionai.institute/graph/events/evt-aiid-461 (observed 2008-07-18; retrieved 2026-07-19). PAI.

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