Watched
AI Grouped 13 Children by Face in Their Church Livestreams
A congregation wanted captions and an easier video archive. Its automated tool also connected children’s faces across months of public worship services.
Theo Brand · 8 min read
Narrator, Watched
Theo Brand
Explains surveillance, deepfakes, and systems of record in plain language.
Leads WatchedTheo handles the stories where power is on one side and a person is on the other — a monitoring dashboard, a facial recognition match, a synthetic video that will not come down. He explains the machinery clearly and keeps the person at the center of it.
Stories by Theo
Watched
A Coach Put 6 Years of Injury Videos Into an AI Tool
Players valued the AI-generated movement feedback. Then a data export showed how years of ordinary practice footage had become searchable health profiles.
Theo Brand · 7 min read
Watched
A Coach Uploaded 1,842 Player Clips Before Families Saw the Data
The AI gave injured players useful feedback by tracking their movement. It also turned four seasons of ordinary team video into a searchable record of bodies, injuries and places.
Theo Brand · 7 min read
Watched
An Age Camera Called a 15-Year-Old an Adult Eight Times
A public pool installed facial age estimation to protect teen swim sessions. The system repeatedly put one 15-year-old in the adult category, and staff treated its estimate as proof.
Theo Brand · 8 min read
Watched
Doorbell Camera AI Turned Her Service Visit Into a Suspension
A customer uploaded doorbell footage with a low rating. An AI system interpreted the worker’s voice and movements, escalating the complaint and pausing her access to jobs.
Theo Brand · 8 min read
Watched
AI Read a Customer’s Doorbell Clips. Her Rating Fell to 4.4
A home-service worker found an AI-generated interpretation of doorbell footage inside her rating appeal. The system recognized movement, then treated it as evidence of poor conduct.
Theo Brand · 8 min read
Watched
A Clinic Camera Labeled Patients Agitated Without Telling Them
Patients saw a security camera. A receptionist discovered it was also estimating their emotions, adding labels that could change how staff treated them.
Theo Brand · 7 min read
Watched
Their Package Camera Started Cataloging Every Visitor
The system helped residents track deliveries. Then its activity log began grouping guests, counting repeat visits, and tying those records to alerts tenants wanted to keep.
Theo Brand · 7 min read
Watched
Face Checks Clocked a Nail Technician Out of $281.25
Her workplace app repeatedly failed to recognize her, leaving her off the clock while she served clients. A notebook turned those failures into a wage dispute.
Theo Brand · 7 min read
Watched
A Library AI Kept His Addiction Research After Logout
A patron used a public computer to compare addiction treatments. The browser history disappeared, but an AI-generated summary remained visible to library staff.
Theo Brand · 8 min read
Watched
A Smart Lock Counted 31 Stays. Her Custody Case Used Them.
A home access system labeled routine visits as overnight stays. Its 18-page report then became evidence in a dispute over who lived with a child.
Theo Brand · 8 min read
Watched
A Plate Reader Put Her Grocery Run in a Protest Dossier
The plate number was correct. The automated link between an ordinary trip and protest activity was not, yet the resulting intelligence report could remain for years.
Theo Brand · 7 min read
Watched
A Photo Organizer Identified a Protest Medic in 214 Images
A volunteer archive grouped one medic’s face across months of demonstrations. The feature helped locate supplies, but it also turned ordinary photos into an attendance record.
Theo Brand · 7 min read
Watched
A Deepfake Put Her Face in a Sex Video She Never Made
A synthetic clip spread through her hometown and reached her workplace. To get it removed, she had to explain how a real video could contain a generated face.
Theo Brand · 7 min read
Watched
Her Smart Lock Flagged 47 Normal Arrivals as Suspicious
An overnight worker discovered that her building’s access system treated her schedule as a security anomaly. Correcting the label meant disclosing where she worked and when she traveled.
Theo Brand · 7 min read
Watched
A Laundromat Owner Logged 214 Camera Alerts. Most Were Harmless
A security system repeatedly singled out customers who waited with bundled belongings. A six-week log showed that the alerts created more confrontations than useful warnings.
Theo Brand · 7 min read
Watched
A Farmworker’s $186 Wage Complaint Stayed in App History
He used a crew phone to translate a complaint about 12 missing hours. Days later, the $186 dispute was still visible in the app’s history.
Theo Brand · 7 min read
Watched
A Student's Asthma Inhaler Triggered Eight Vape Alerts
Eight bathroom alerts turned a medical routine into suspected nicotine use. The dispute exposed how little the family knew about what the school’s sensor measured.
Theo Brand · 8 min read
Watched
Security Software Flagged a Tenant Organizer’s Door Visits
She knocked on neighbors’ doors to document leaks and broken heat. Building management treated those visits as a security pattern but withheld the footage and rules behind the alert.
Theo Brand · 7 min read
Watched
A Shared Tablet Saved Farmworkers’ Complaints for Supervisors
Residents used a translation app to report broken heaters and missing wages. Its saved history left those complaints open to supervisors on the same tablet.
Theo Brand · 8 min read
Watched
A Benefits Applicant Filmed Her Home to Get $516 in Aid
A remote identity check asked her to show more than her face and ID. With no clear retention period for the room video, she delayed assistance while rent and grocery costs mounted.
Theo Brand · 7 min read
Watched
A Camera Flagged a Student for Looking Away. His Teacher Disagreed
A nine-year-old’s weekly report showed 17 disengagement flags. His teacher found the camera was treating a habit of looking away while thinking as proof that he had stopped listening.
Theo Brand · 7 min read
Watched
Her Wellness App Changed Before She Told Work She Was Pregnant
Pregnancy recommendations appeared on an employee wellness platform before she disclosed her news. She could not learn who at work saw the signal or whether privacy would cost $35 a month.
Theo Brand · 7 min read
Watched
A Kiosk Took His Face for a $148 Shift. Storage Stayed Secret
A day laborer submitted a facial image because refusing could cost him a shift. Eight months later, he still did not know who stored it or when it would be deleted.
Theo Brand · 7 min read
Watched
A Camera Network Labeled Her a Frequent Protest Attendee
A spreadsheet showed that 14 months of an organizer’s routine driving had become a protest-attendance pattern. It did not show who created the label or who had used it.
Theo Brand · 7 min read
Watched
A Safety Badge Logged Her Bathroom Breaks as Idle Time
The warehouse badge arrived as protective equipment. Six weeks later, a report connected one worker’s restroom location to minutes marked idle.
Theo Brand · 8 min read
Watched
A Library Computer Turned Her Job Search Into a Staff Summary
An AI feature recorded a patron’s unemployment and housing research. A printed screenshot revealed that staff across the library system could view the summary.
Theo Brand · 7 min read
Watched
A Library Search About Grief Triggered a Staff Wellness Alert
Monitoring software turned one patron’s grief research into a safety concern, leaving a librarian to protect him without creating a permanent record of his pain.
Theo Brand · 7 min read
Watched
Her Library Books Appeared on Her Child’s School Tablet
A shared library login merged a parent’s sensitive reading with her child’s profile, exposing private research about health and separation.
Theo Brand · 7 min read
Watched
A Farm Drone Kept Filming Workers’ Homes and Children
The drone was meant to monitor crops. Its repeated passes over employer-provided housing changed where children played and made workers weigh privacy against jobs and shelter.
Theo Brand · 8 min read