Avoiding Cherry-Picked Results in AI Performance Reporting
Artificial Intelligence (AI) systems are increasingly influencing critical sectors including healthcare, finance, cybersecurity, education, transportation, and scientific discovery. As AI research rapidly expands, the accuracy and integrity of performance reporting have become essential to maintaining public trust and scientific credibility. One of the most concerning issues in modern AI evaluation is the practice of cherry-picking…