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researcher

Sara Willox

2 papers hereh-index 212 citations15 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.HC2

identity via Semantic Scholar / OpenAlex

works on
ai capability crossing 1benchmark reliability 1cognitive offloading 1human-ai collaboration 1human role redesign 1

From the 1 of 2 linked papers with an AI index.

collaborators

2 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…

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