AI's Impact on Us
What AI Is Doing to People, Children, and Learning
Pulling the real risks out of the hype and the noise.
This is where long-form pieces live, Luminis's own synthesis drawn from multiple verified research sources. No clickbait doom; no vendor hype.
Each piece explains one thing honestly: what it is, why it matters, and what you can actually do at home, in the classroom, or at the district level.
Current pieces
2026-10-02
What Gates Said Works in Education on Ezra Klein, and the Research Behind Each Claim
September 29, 2026. Bill Gates spent the last eleven minutes of his Ezra Klein interview on education. He named specific practices that have evidence behind them: high expectations, strong teachers, high-dosage tutoring, child-specific rules. This piece pins each claim to independent research, with real citations. It is the counterpart to Luminis's cognitive-debt piece: that one is about what AI is costing learning. This one is about what in education we actually know works.
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2026-10-01
Cognitive Debt, Learned Helplessness, and a Generation's Brain
Hollywood losing writers to AI is a sector story. A generation of students quietly outsourcing the act of thinking is a different order of magnitude. Four verified research findings, assembled into the same picture.
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What we are writing next
There are more questions about AI we plan to work through, one at a time. The ones currently near the top of the queue:
- · The attention economy and adolescents
- · AI companionship and loneliness
- · Deepfakes and democracy
- · AI's real impact on the structure of work
- · AI and mental health, as both help and harm