Luiza Scurtu

Familiar Style and Calibrated Correction in Repeated AI Use. A framework for style recognition discrimination and substantive correction

Repeated users of an artificial-intelligence agent may learn both its competence and how it sounds. This paper proposes that acquired style congruence can change acceptance independently of evidential quality, while any benefit to error management may arise through more than one...

Before Judgment. How artificial intelligence can change the problem before a human

Human oversight is commonly placed near the end of an artificial-intelligence-assisted decision: a system produces an analysis and a person reviews it before action. This assumes that the human reaches judgment with an independently formed account. Yet artificial intelligence can...

Before Judgment. How artificial intelligence can change the problem before a human

Human oversight is commonly placed near the end of an artificial-intelligence-assisted decision: a system produces an analysis and a person reviews it before action. This assumes that the human reaches judgment with an independently formed account. Yet artificial intelligence can...

The Three-Gate Architecture: Inspection, deployment and allocation in the governance of frontier artificial intelligence

Frontier artificial intelligence is acquiring governance arrangements before comprehensive legislation has assigned stable decision rights over its most consequential capabilities. This working paper examines whether recent developments are better understood by separating three d...

The Three-Gate Architecture: Inspection, deployment and allocation in the governance of frontier artificial intelligence

Frontier artificial intelligence is acquiring governance arrangements before comprehensive legislation has assigned stable decision rights over its most consequential capabilities. This working paper examines whether recent developments are better understood by separating three d...