Hands-On Fintech AI — Testing Decision Boundaries in Fintech LLMs

1. 1Build a test dataset with similar questions that lead to different risk behaviors
2. 2Run experiments to evaluate the decision boundaries of your fintech LLM
3. 3Configure metrics to measure fairness and accuracy in risk assessments
4. 4Test the robustness of your LLM to adversarial examples
5. 5Apply techniques to mitigate biases in decision-making

Data scientists and AI engineers working in fintech can benefit from this knowledge to improve the reliability of their LLMs

💡 Similar questions can lead to different risk behaviors in LLMs, highlighting the need for thorough testing

💡 Test decision boundaries in fintech LLMs to ensure fairness & accuracy in risk assessments