Cassie Kozyrkov
CEO of Data Scientific
Verified Proof of Work Artifacts
2 items catalogedEach artifact below represents an authenticated research publication, production code repository, or technical architectural framework directly authored or co-created by Cassie Kozyrkov. Every entry undergoes editorial source verification.
Statistical Testing and Evaluation Metrics for Stochastic AI Systems
Authored widely cited methodologies on designing rigorous out-of-sample test splits, avoiding p-hacking in model benchmarks, and setting risk tolerance thresholds for generative AI.
Generative tasks with open-ended creative outputs require human pairwise rubrics alongside automated statistics.
Decision Intelligence: The Unifying Framework for AI Strategy
Formulated the foundational principles of Decision Intelligence, integrating managerial science, behavioral economics, and machine learning to improve executive AI decision-making.
Framework requires quantitative literacy across executive leadership teams.