Published inTDS ArchiveThe Art of Prompt Design: Prompt Boundaries and Token HealingLearn how standard greedy tokenization introduces a subtle and powerful bias that can have all kinds of unintended consequences.May 8, 2023A response icon4May 8, 2023A response icon4
Published inTDS ArchiveThe Art of Prompt Design: Use Clear SyntaxExplore how clear syntax can enable you to communicate intent to language models, and also help ensure that outputs are easy to parseMay 2, 2023A response icon6May 2, 2023A response icon6
Published inTDS ArchiveBe Careful When Interpreting Predictive Models in Search of Causal InsightsA careful exploration of the pitfalls of trying to extract causal insights from modern predictive machine learning models.May 17, 2021A response icon22May 17, 2021A response icon22
Published inTDS ArchiveExplaining Measures of FairnessAvoid the black-box use of fairness metrics in machine learning by applying modern explainable AI methods to measures of fairness.Mar 2, 2020A response icon4Mar 2, 2020A response icon4
Published inTDS ArchiveInterpretable Machine Learning with XGBoostThis is a story about the danger of interpreting your machine learning model incorrectly, and the value of interpreting it correctly…Apr 17, 2018A response icon49Apr 17, 2018A response icon49
