Posted 2/1/2024, 5:02:28 PM
AI Boom Marred by Flaws in Published Studies, Highlighting Need for Reproducible Research
- Data-driven AI boom, but publication does not guarantee accuracy. Errors have already occurred.
- Best practices like publishing code and data enabled identification of flaws in published studies.
- Data leakage corrupted results - performance dropped substantially when duplicates removed.
- Making data and code available is crucial for reproducible research.
- Treat published data with skepticism to avoid repeating mistakes.