Building A New Toolkit To Ensure Accurate Ai Predictions

HawkEye is a powerful internal toolkit developed by Meta to monitor, observe, and debug the end-to-end machine learning workflow at scale. It is part of Meta’s Prediction Robustness program and aims to ensure the quality of their products that rely on ML model predictions. The toolkit includes infrastructure for data collection, analysis, and user experience workflows for guided exploration and mitigation actions.