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
The archive
All stories
146 stories, newest first — page 1 of 7.
Work
The Benefits Chatbot Added 11 Hours to Her Casework
An Arizona caseworker was hired to help families apply for benefits. An English-first chatbot turned her into the person who repaired its Spanish intake summaries.
Mara Quinn · 8 min read
Together
An Adoptee’s AI Invented a Link Between Two Families
A chatbot turned scattered adoption records into a convincing family theory. Before contacting a possible relative, the adoptee asked a human researcher to test the link.
Nadia Relf · 7 min read
Learning
A Chemistry Student’s AI Camera Changed Green to Blue
A low-vision student used an image assistant to read color changes in chemistry lab. When one sample received different descriptions, his accommodation became part of the experiment.
Devin Osei · 7 min read
Money
An AI Lender Mistook a Vendor’s Festival Rush for Growth
One strong month lifted a street vendor’s automated score. The $7,800 advance looked manageable until $624 weekly withdrawals met the quiet season.
Mara Quinn · 7 min read
Creating
A Photographer’s AI Cleanup Erased a Wedding Guest’s Cane
The edited reception photo looked polished until the photographer compared it with the original. The tool had removed a cane and quietly rebuilt the person holding it.
Devin Osei · 7 min read
Learning
A Nursing Student Aced AI Interviews, Then Froze in Clinicals
The simulator varied its words, but pain always appeared through the same tidy cues. A nursing instructor rebuilt the exercise so uncertainty counted as part of the work.
Devin Osei · 8 min read
Work
AI Gave 40-Pound Bags to a Stocker With a 15-Pound Limit
After an injury, an overnight grocery stocker kept getting heavy work from an AI routing system. Refusing each task made his medical restriction harder to keep private.
Mara Quinn · 7 min read
Money
Their AI Remix Earned $18,420. They Couldn’t Agree Who Made It
Four musicians turned one song into an AI-assisted remix. The track brought in $18,420, but their old agreement had no answer for who made the generated parts.
Mara Quinn · 7 min read
Together
She Rejected the AI Voice Clinicians Chose for Her Son
The voice was clear, youthful, and wrong for him. His mother’s notebook helped turn a technical choice into one he could make for himself.
Nadia Relf · 8 min read
Learning
AI Notes Erased Her Anatomy Diagrams. She Scored 62%.
The summaries looked complete until an anatomy practical exposed what was missing. The tool had captured spoken facts while discarding the visual relationships that made them useful.
Devin Osei · 7 min read
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
Money
An AI Forecast Trapped $18,642 in a Rural Pharmacy’s Stock
The ordering system learned demand from larger stores. It bought costly medicine local patients rarely used and missed the pharmacy’s spring rush.
Mara Quinn · 8 min read
Creating
An Indie Film Used 600 AI Extras, Then the Deal Stalled
Synthetic crowds saved an indie production about $17,500. Near delivery, its distributor wanted consent and training-data records the filmmakers did not have.
Devin Osei · 7 min read
Learning
A Professor’s AI Score Penalized Students Who Paused
The seminar tool rewarded fast, frequent talk. Its score conflicted with what the professor saw: multilingual and reflective students were listening, thinking, and then losing points.
Devin Osei · 7 min read
Creating
A Museum Preparator Made AI’s Invented Loom Handle Look Uncertain
The reference image looked complete. The archive was not, and a museum workshop had to fabricate a missing handle without letting the AI’s plausible details harden into fact.
Devin Osei · 7 min read
Learning
A Reading App Mistook His Louisiana Dialect for Guessing
A fourth grader understood every story he read, but an AI fluency score kept moving him to easier passages. His teacher had to decide which kind of listening counted.
Devin Osei · 8 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
Work
AI Cut $1.2 Million From a Construction Bid. She Put It Back.
The cost plan looked finished, and executives had promised its total to a client. The estimator found that the AI had omitted fireproofing and accessibility work.
Mara Quinn · 7 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
Learning
A Senior Used AI on Scholarship Forms. It Changed One Rule.
Text-to-speech helped a dyslexic senior pursue $18,500 in scholarships. Then an AI summary replaced a crucial “or” with “and.”
Devin Osei · 7 min read
Learning
College AI Gave Her 11 Nearby Options. Her Counselor Checked Why.
Planning software ranked nearby colleges as the practical choices for a first-generation student. A counselor tested which assumptions had pushed more selective schools out of view.
Devin Osei · 7 min read