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Rein and colleagues: expert-written GPQA evaluation

Built difficult expert-written multiple-choice questions with expert and non-expert validation to study model evaluation and scalable oversight.

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Built difficult expert-written multiple-choice questions with expert and non-expert validation to study model evaluation and scalable oversight.

Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.

Scientific scope

Google-proof is a name for the tested non-expert/search setting, not a theorem of search resistance. Only the general evaluation construction is acquired, not domain-specific research claims.

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People and systems

David Rein; Betty Li Hou; Asa Cooper Stickland; Jackson Petty; Richard Yuanzhe Pang; Julien Dirani; Julian Michael; Samuel R. Bowman

Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.

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English catalogue narrative

Rein and colleagues: expert-written GPQA evaluation

Built difficult expert-written multiple-choice questions with expert and non-expert validation to study model evaluation and scalable oversight.

Scientific scope

Google-proof is a name for the tested non-expert/search setting, not a theorem of search resistance. Only the general evaluation construction is acquired, not domain-specific research claims.

Reading status

This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.

People and systems

David Rein; Betty Li Hou; Asa Cooper Stickland; Jackson Petty; Richard Yuanzhe Pang; Julien Dirani; Julian Michael; Samuel R. Bowman

Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.

Original sources