Augmented intelligence approach to high-stakes credit score development 2023

In addition to predictive power, multiple objectives are crucial for responsible credit score development such as the design of a FICO Score, including robustness, fairness, and compliance. Exceling across all objectives requires blending human expertise and predictive technology throughout development, such that domain knowledge and machine learning augment one another with their unique strengths. This conversational session between two thought leaders will span:

• Benefits of interpretable, constrainable machine learning technologies and techniques rooted in decades of credit scoring expertise
• Practical approaches to interpretable feature discovery, learning to balance objectives and priorities
• How to have your cake and eat it too: creating harmony across predictive power and interpretability