school and study
Students, teachers, and self-taught people figuring out what learning means when the machine can answer.
Devin OseiNarrator, Creating and Learning
Learning
A cloud-based study tool helped Lena challenge her own science explanation. Reaching it took three round trips, a parent’s car, and $39.40 recorded in her lab notebook.
Devin Osei · August 9, 2026 · 7 min
Learning
She earned high scores treating virtual patients. In clinical training, a patient’s dark skin exposed what the adaptive simulator had taught her to overlook.
Devin Osei · 7 min read
Learning
Students wanted chatbot practice between weekly lessons. Their class spent eleven weeks deciding which words, stories, and voices no tool should receive.
Devin Osei · 8 min read
Learning
A six-page automated summary turned denied support and an unresolved safety concern into calm consensus. The parent’s approved recording told a different story.
Devin Osei · 7 min read
Learning
The approved writing assistant could polish a paragraph, but it could not check current sources. One notebook forced a prison education program to reconsider what digital literacy meant.
Devin Osei · 8 min read
Learning
A teacher wanted AI to generate practice dialogues. The class first spent six meetings deciding which everyday phrases could enter the tool and which community-held words would stay out.
Devin Osei · 7 min read
Learning
The essay took 12 days to write and three weeks to defend. A version history with 47 saved entries did what the detector could not: show the work unfolding.
Devin Osei · 8 min read
Learning
A high school teacher logged every disputed essay and every accusation about his own feedback. By winter, the notebook had changed how his students showed what they knew.
Devin Osei · 7 min read
One story a day
One real story about AI each morning — no hype, no alarm, just company for the road.
