Rethinking “What If?” A Look at Semifactual Explanations in AIDiscover what semifactuals are, “even if” scenarios that expose AI’s strengths and limits while informing optimized decision-making.September 8, 2025 · 18 min read
Counterfactual Explanations: Enhancing Machine Learning Transparency and Delivering Actionable InsightsDiscover what counterfactual explanations are and how illustrating changes that lead to different model outcomes enhances transparency, fairness, and actionable decision-making in machine learning.April 16, 2025 · 11 min read
Interpreting its sentiment analysis algorithm: BERT and its attention coefficients (2/2)Two illustrations of how attention coefficients can be a source of interpretability.October 26, 2022 · 7 min read
Interpreting its sentiment analysis algorithm: BERT and its attention coefficients (1/2)Two illustrations of how attention coefficients can be a source of interpretabilityOctober 18, 2022 · 7 min read
