Datasets and Benchmarks Reproducibility Estimated reading: 0 minutes 1 views ArticlesSeeds, Determinism, and Environment Pinning Artifact Tracking and Experiment Registries Model Cards and Datasheets Replication Challenges and Known Failure Modes