AI incident ·
Eightfold AI Hiring Tools Allegedly Secretly Scored Job Applicants for Employers
In brief
An AI system built by Eightfold AI and Algorithmic employment screening system developers and deployed by PayPal, Microsoft and 2 others allegedly harmed Sruti Bhaumik, Job applicants and 1 other.
- Risk domain
- Not classified
- Occurred
- Coverage
- 3 reports
What happened
Two California job applicants reportedly filed a proposed class action alleging that Eightfold AI's hiring platform secretly gathered personal data, generated candidate reports, and scored applicants for employers without required notice or dispute rights. The complaint says Eightfold's Evaluation Tools ranked applications submitted to companies including PayPal and Microsoft; both named plaintiffs alleged they were evaluated and rejected or not advanced.
Editor's notes
Timeline notes: The incident ID date is 01/20/2026, based on the filing of the public class-action complaint in Kistler et al. v. Eightfold AI Inc. The complaint alleges earlier applicant-evaluation episodes, including applications in July and December 2025, but describes the underlying conduct as an ongoing practice rather than a single fully dated event. The incident ID was created on 07/08/2026. See also: https://www.classaction.org/media/kistler-et-al-v-eightfold-ai-inc-complaint.pdf.
Laws that address this harm
No recorded instrument yet addresses this use case where it happened. See the open queue.
Matched from the record's risk domain and country to the instruments recorded here. A reviewer can correct the match in the repository (data/external/incident_overrides.yaml).
News reports (3)
Titles link to the original publisher; report text is not reproduced here.
Who was involved
- Alleged deployer
- PayPal Microsoft Employers using algorithmic employment screening systems Eightfold AI
- Alleged developer
- Eightfold AI Algorithmic employment screening system developers
- Alleged harmed party
- Sruti Bhaumik Job applicants Erin Kistler
AI systems implicated
Enterprise AI systemsEightfold Talent Intelligence PlatformEightfold Match ScoreEightfold Evaluation ToolsCandidate ranking systemsAlgorithmic employment screening systemsAI-enabled decision support systems
Classification (MIT AI Risk Repository taxonomy)
- Risk domain
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- Risk subdomain
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- Causal entity
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Related incidents
Linked by editors or by text similarity in the source dataset.
Source record: incident #1575 on the AI Incident Database · all 3 reports