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Borrowed Certainty: The AI Risk That Feels Like Relief

EPIC-PP-2026-005AI Governance20 October 2026
EPIC – Emirati Perspectives and Insight Centre

Abstract

When a confident answer arrives in seconds, the mind relaxes. That relief can feel like knowledge. Often it is only certainty we have borrowed — and the vigilance we owe our own judgements is what we risk losing.

We usually picture the danger of artificial intelligence as error: the machine that lies, hallucinates, or misleads. We want to point to a quieter danger, one that arrives even when the machine is right. It is the feeling of relief. When a fluent, confident answer appears in seconds, the mind relaxes. The question that was pressing on us is closed. That relief feels like knowledge, but it is something else: certainty that has been borrowed.

Cite this essay

EPIC – Emirati Perspectives and Insight Centre (2026). Borrowed Certainty: The AI Risk That Feels Like Relief (EPIC-PP-2026-005). EPIC – Emirati Perspectives and Insight Centre. https://epicuae.org/research/borrowed-certainty-essay.html

Licence: CC BY 4.0. You may share and adapt this work with attribution.

BibTeX
@techreport{epicpp2026005,
  author      = {{EPIC – Emirati Perspectives and Insight Centre}},
  title       = {Borrowed Certainty: The AI Risk That Feels Like Relief},
  institution = {EPIC – Emirati Perspectives and Insight Centre},
  number      = {EPIC-PP-2026-005},
  year        = {2026},
  url         = {https://epicuae.org/research/borrowed-certainty-essay.html},
  note        = {Licence: CC BY 4.0}
}

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