February 27, 2023 Uncategorized Leave a comment

Responsible AI: The research collaboration behind new open-source tools offered by Microsoft

Flowchart showing how responsible AI tools are used together for targeted debugging of machine learning models: the Responsible AI Dashboard for the identification of failures; followed by the Responsible AI Dashboard and Mitigations Library for the diagnosis of failures; then the Responsible AI Mitigations Library for mitigating failures; and lastly the Responsible AI Tracker for tracking, comparing, and validating mitigation techniques from which an arrow points back to the identification phase of the cycle to indicate the repetition of the process as models and data continue to evolve during the ML lifecycle.

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