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Weizenbaum Institute & Technical University of Munich
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Systematic gaps in AI evaluation reporting are exposed, revealing inconsistencies that hinder reliable comparisons across thousands of models and benchmarks.
The shutdown of Perspective API exposes a critical vulnerability in NLP research: over-reliance on opaque, proprietary tools for toxicity measurement, threatening the validity and reproducibility of past and future work.
