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Research

Guest Essays

Perspectives from science, practice and society.

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Essay

Reopen, Don’t Unlock

Ricky Jones

An appeal should reopen an AI refusal for review, without becoming permission to act. On contestability, independently verified evidence and fresh authorisation before execution.

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The Organisation Has Not Changed. The Decision Has.
Essay

The Organisation Has Not Changed. The Decision Has.

Cosmin-Corneliu Oprea

The organisation chart stays the same while AI shapes the decision before the moment of approval. On the difference between formal authority and the capacity to configure the decision environment.

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The Quiet Republic of Consent
Essay

The Quiet Republic of Consent

Luciano Magaldi Sardella (PhD)

Who decides what becomes legitimate before institutions formally confirm it? An answer about distributed consent, reputation and the timing of institutions.

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Publication terms — Version 1.0

These terms apply to future Guest Essays after the author’s individual acceptance. Existing contributions remain governed by their previous agreements. Research Dialogues are not covered by these terms.