RCTs & Human Uplift Studies: Methodological Challenges and Practical Solutions for Frontier AI Evaluation | ScienceToStartup | ScienceToStartup

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References (87)

[1]

Frontier AI Auditing: Toward Rigorous Third-Party Assessment of Safety and Security Practices at Leading AI Companies

2026M. Brundage, Noemi Dreksler et al.

[2]

ARE: Scaling Up Agent Environments and Evaluations

2025Pierre Andrews, Amine Benhalloum et al.

[3]

STREAM (ChemBio): A Standard for Transparently Reporting Evaluations in AI Model Reports

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"This paper explores the methodological challenges of using human uplift studies to evaluate frontier AI systems."

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RCTs & Human Uplift Studies: Methodological Challenges and Practical Solutions for Frontier AI Evaluation

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"This paper explores the methodological challenges of using human uplift studies to evaluate frontier AI systems."

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RCTs & Human Uplift Studies: Methodological Challenges and Practical Solutions for Frontier AI Evaluation

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