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Where automated decisions went wrong

Incidents gathered from public reporting around the world. Each one links to the articles it came from. None of it is a finding that anyone broke the law.

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241 incidents closest to “ALEKS PPL” · matched on meaning · public reporting

WF-CB6PG11 Jan 2023

Paraná schools use European facial recognition to mark attendance, risking welfare for false absences

Since 2023, the Paraná state education department in Brazil has deployed facial recognition software from Slovak company Innovatrics in over 1,700 schools to automate attendance for nearly one million children. The system has made errors, marking present students as absent. Because attendance records generated by the algorithm affect eligibility for the Bolsa Família welfare program, false absences could threaten families' benefits. In April 2025, the state's public prosecutor filed a legal challenge alleging the system violates Brazilian law; the case is pending.

Company involved
Paraná state education department (Secretaria da Educação do Paraná)
AI system involved
LRCO Paraná

8 source articles · read the reporting →

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