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researcher

Helen Toner

3 papers hereh-index 333 citations12 works total

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

author position
  • middle author2
  • last author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.AI2
  • cs.CY1

identity via Semantic Scholar / OpenAlex

works on
ai agents 1evaluation methodology 1failure analysis 1research automation 1shadow evaluation 1

From the 1 of 3 linked papers with an AI index.

collaborators

3 papers

cs.AI2026

Can AI agents conduct open-ended AI research? Early evidence from two case studies

Peter Kirgis, Sayash Kapoor, Andrew Schwartz +21

The paper evaluates whether current AI agents can independently conduct open‑ended AI research by having them attempt to solve the central questions of two unpublished NeurIPS subm…

cs.AI2026

Open-World Evaluations for Measuring Frontier AI Capabilities

Sayash Kapoor, Peter Kirgis, Andrew Schwartz +15

Benchmark-based evaluation remains important for tracking frontier AI progress. But it can both overstate and understate deployed capability because it privileges tasks that can be…

cs.CY2025

Enabling External Scrutiny of AI Systems with Privacy-Enhancing Technologies

Kendrea Beers, Helen Toner

This article describes how technical infrastructure developed by the nonprofit OpenMined enables external scrutiny of AI systems without compromising sensitive information. Indepen…

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