Latest English piece
AI Data Centers Need a Social License, Not a Blank Check
AI infrastructure should not arrive as a blank check. Towns need clear rules, visible public benefit, and consequences when promises are not kept.
Behavior analyst / psychologist / teacher
Articles on AI, education, behavior, and public trust.
A public archive for essays and opinion pieces by Helgi S. Karlsson. The writing focuses on practical questions: how people learn, how new technology changes institutions, and what public systems need in order to earn trust.
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The articles return to a few recurring questions: how AI is shaped, how people learn, how institutions earn trust, and what happens when infrastructure becomes visible in public life.
01
AI and Society
AI as pressure system, developmental environment, and public responsibility.
02
Infrastructure
Data centers, energy, towns, and the body of systems people were told lived in the cloud.
03
Education and Judgment
What thinking is for when machines can produce answers faster than schools can grade them.
publication trail
Selected articles
2026 / English
AI Data Centers Need a Social License, Not a Blank Check
AI infrastructure, energy, local consent, and abundance with accountability.
2026 / Icelandic
AI Is Not Automatically Good or Bad. It Is Raised.
Original: Gervigreind er ekki sjalfkrafa god eda slaem. Hun er alin upp.
AI as a developmental system shaped by pressure, incentives, and care.
2026 / Icelandic
No One Should Push Iceland In Through the Back Door
Original: Enginn a ad yta Islandi inn um bakdyrnar
Democracy, process legitimacy, public trust, and civic boundaries.
2026 / Icelandic
AI in Schools: Cheating Is Not the Big Question
Original: Gervigreind i skolum: Svindl er ekki stora spurningin
Schools should not only ask whether students cheat, but what thinking is for.
2025 / Icelandic
Reward Is the Same as Consequence
Original: Umbun er sama og afleiding
Behavior analysis, children, reinforcement, consequence, and humane structure.
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