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Sara Hooker

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Panel Discussion: Are We Measuring Intelligence or Just Benchmarks?Measuring Intelligence Summit 20252025-10-21
Argues that static public benchmarks quickly saturate or leak into training, cites reproducibility variance of reproducibility delta >10% across…
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Aya: Expanding the Worlds AI servesNerdearla Mexico 20242024-11-07
A research lab builds YA: a multilingual dataset of 513M datapoints across 101 languages with 3,000 collaborators, 56 language ambassadors and 204,000 human…
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Evaluating Model Explainability MethodsDeep Learning Indaba 20182018-09-09
Paper evaluates pixel-level feature importance methods (gradients, integrated gradients, guided backprop) by forcing a controlled mean-shift invariance test…
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Sara Hooker & Sean McPherson, Delta Analytics at MLconf Seattle 2017MLconf Seattle 20172017-05-19
Delta Analytics and Rainforest Connection deploy recycled cellphones called Guardians streaming 24/7 audio from sites in Ecuador Brazil and Peru and train a…
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