2 papers
econ.GN2025
Beyond Automation: Redesigning Jobs with LLMs to Enhance Productivity
Andrew Ledingham, Michael Hollins, Matthew Lyon +5
The adoption of generative artificial intelligence (AI) is predicted to lead to fundamental shifts in the labour market, resulting in displacement or augmentation of AI-exposed rol…
cs.LG2025
XAI-Units: Benchmarking Explainability Methods with Unit Tests
Jun Rui Lee, Sadegh Emami, Michael David Hollins +5
Feature attribution (FA) methods are widely used in explainable AI (XAI) to help users understand how the inputs of a machine learning model contribute to its outputs. However, dif…