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Incident 158: Facial Recognition in Remote Learning Software Reportedly Failed to Recognize a Black Student’s Face

Description: A Black student's face was not recognized by the remote-proctoring software during check-in of a lab quiz, causing her to excessively change her environments for it to work as intended.

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Alleged: unknown developed and deployed an AI system, which harmed Amaya Ross , Black students and Black test-takers.

Incident Stats

Incident ID
158
Report Count
1
Incident Date
2021-02-01
Editors
Sean McGregor, Khoa Lam
Applied Taxonomies
GMF, MIT

MIT Taxonomy Classifications

Machine-Classified
Taxonomy Details

Risk Subdomain

A further 23 subdomains create an accessible and understandable classification of hazards and harms associated with AI
 

1.3. Unequal performance across groups

Risk Domain

The Domain Taxonomy of AI Risks classifies risks into seven AI risk domains: (1) Discrimination & toxicity, (2) Privacy & security, (3) Misinformation, (4) Malicious actors & misuse, (5) Human-computer interaction, (6) Socioeconomic & environmental harms, and (7) AI system safety, failures & limitations.
 
  1. Discrimination and Toxicity

Entity

Which, if any, entity is presented as the main cause of the risk
 

AI

Timing

The stage in the AI lifecycle at which the risk is presented as occurring
 

Post-deployment

Intent

Whether the risk is presented as occurring as an expected or unexpected outcome from pursuing a goal
 

Unintentional

Incident Reports

Reports Timeline

Incident OccurrenceAmaya's Flashlight
Amaya's Flashlight

Amaya's Flashlight

polyesterstudio.com

Amaya's Flashlight
polyesterstudio.com · 2022

We believe in people and causes that make our world better. Students of colour are getting flagged to their teachers because testing software can’t see them. Mozilla approached us to help tell Amaya’s story of encountering software that fai…

Variants

A "variant" is an incident that shares the same causative factors, produces similar harms, and involves the same intelligent systems as a known AI incident. Rather than index variants as entirely separate incidents, we list variations of incidents under the first similar incident submitted to the database. Unlike other submission types to the incident database, variants are not required to have reporting in evidence external to the Incident Database. Learn more from the research paper.

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