Description: A facial-recognition software used by the British variety store Home Bargains is alleged to have misidentified "Sara" as a shoplifter, leading to staff searching her bag, escorting her from the premises, and banning her from the store. After, Facewatch is reported to have admitted its error to Sara. Facewatch is used by a number of different British stores.
Editor Notes: Incidents 691 and 692 are paired together in the reporting, but they are two separate, discrete harm events. I have created distinct incident IDs for each while replicating the reporting for each one.
Entities
View all entitiesAlleged: Facewatch developed an AI system deployed by Home Bargains, which harmed Sara , Home Bargains customers and General public.
Incident Stats
Risk Subdomain
A further 23 subdomains create an accessible and understandable classification of hazards and harms associated with AI
1.1. Unfair discrimination and misrepresentation
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.
- 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
Sara needed some chocolate - she had had one of those days - so wandered into a Home Bargains store.
"Within less than a minute, I'm approached by a store worker who comes up to me and says, 'You're a thief, you need to leave the store'."
S…
Shoppers have been warned that facial recognition software used by stores is wrongly identifying some innocent customers as thieves.
A woman said that an employee at Home Bargains, the variety store chain, accused her of being a shoplifter …
Variants
A "variant" is an AI incident similar to a known case—it has the same causes, harms, and AI system. Instead of listing it separately, we group it under the first reported incident. Unlike other incidents, variants do not need to have been reported outside the AIID. Learn more from the research paper.
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