AI Benchmarks: Why a High Test Score Is Not a Complete Product Evaluation
An AI system can achieve a high score on a benchmark and still perform poorly on a task that matters to you. That does not make benchmarks useless. It mea
Read MoreAn AI system can achieve a high score on a benchmark and still perform poorly on a task that matters to you. That does not make benchmarks useless. It mea
Read MoreEvaluate AI science announcements by separating predictions, validation, experiments, reproducibility and real-world use.
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Original explanatory graphic. Conceptual schematic, not a measured seismogram or experimental dataset.
Earthquake research shows how volunteers and machine learning can work together, and why detecting a recorded signal is different from predicting the next quake.
Read MoreCatGym used reinforcement learning to explore simulated atomic rearrangements. Discover why searching a model is different from proving a better industrial catalyst.
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