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Achievement: Pull Shark

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Achievement: Pull Shark

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  1. SycophancyBench SycophancyBench Public

    Pre-registered benchmark: do frontier models abandon their answers under argument-free user pushback? Facts: almost never. Opinions: GPT-5.5 65.9% vs Claude Opus 33.9%.

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  2. AnchorBench AnchorBench Public

    Independent public experiment: does rich personal context make frontier models less diverse brainstorming partners? Sibling study to SycophancyBench.

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