Key Takeway

Predictive algorithms are evaluated by how they align with people’s decision goals. Experts and lay people may define “good performance” differently. Algorithms may meet lay expectations for near-perfect predictions in deterministic domains but fail elsewhere. Generative AI’s success in writing, creating art, and related tasks may facilitate wider adoption of algorithms.