Latest public piece
AI Should Not Think For Us
AI can become a shortcut away from thought, or one of the strongest tools we have for making thought clearer.
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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Browse by theme
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 / Icelandic
Children Do Not Learn for a Future They Cannot See
Original: Börn læra ekki fyrir framtíð sem þau skynja ekki
Why children engage when purpose becomes visible, the next step manageable, and progress immediate.
2026 / Icelandic
AI Should Not Think For Us
Original: Gervigreind á ekki að hugsa fyrir okkur
AI should help us see the question more clearly, not outsource our own thinking.
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 sjálfkrafa góð eða slæm. Hún er alin upp.
AI as something raised by behavior, environment, incentives, and care.
2026 / Icelandic
No One Should Push Iceland In Through the Back Door
Original: Enginn á að ýta Íslandi inn um bakdyrnar
Democracy, process legitimacy, public trust, and civic boundaries.
2026 / Icelandic
AI in Schools: Cheating Is Not the Big Question
Original: Gervigreind í skólum: Svindl er ekki stóra 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 afleiðing
Behavior analysis, children, reinforcement, consequence, and humane structure.
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