Holistic AI Tracker has been upgraded to Version 2.0
your go-to knowledge hub for tracking global AI governance developments. Whether it’s legislation, incidents, or fines, stay informed, act proactively, and manage AI responsibly.
your go-to knowledge hub for tracking global AI governance developments. Whether it’s legislation, incidents, or fines, stay informed, act proactively, and manage AI responsibly.
The development of unbiased large language models is widely recognized as crucial, yet existing benchmarks fall short in detecting biases due to limited scope, contamination, and lack of a fairness baseline.
SAGED(-Bias) is the first holistic benchmarking pipeline to address these problems. The pipeline encompasses five core stages: scraping materials, assembling benchmarks, generating responses, extracting numeric features, and diagnosing with disparity metrics.
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