ai capability crossing 1benchmark reliability 1cognitive offloading 1human-ai collaboration 1human role redesign 1
From the 1 of 3 linked papers with an AI index.
3 papers
cs.HC2026
Faster AI, Uneven Frontier: Rapid Crossings, a Jagged Frontier, and the Repositioning of Human Judgment
Ancuta Margondai, Julie Rader, Emma Rader +2
The paper documents how AI systems rapidly surpass human performance on many well-defined tasks, but humans still retain advantages in long‑term reliability, novel problems, and ov…
cs.HC2026
The Silent Cost of Artificial Intelligence Assistance: A Theory of Autonomy Surrender, the Recovery Mechanism, and the Restoration of Human Agency
Ancuta Margondai, Julie Rader, Emma Rader +2
The integration of artificial intelligence into human decision-making environments has introduced a previously undertheorized cost: the gradual surrender of human autonomy in excha…
cs.HC2026
The Transparency Paradox in Explainable AI: A Theory of Autonomy Depletion Through Cognitive Load
Ancuta Margondai, Mustapha Mouloua
Objective: This paper develops a theoretical framework explaining when and why AI explanations enhance versus impair human decision-making. Background: Transparency is advocated as…