This cohort study reveals that low-grade MRI-detected inflammation in hand, wrist, and forefoot joints is common in healthy individuals and at-risk groups, underscoring challenges in distinguishing rheumatoid arthritis-specific inflammation and highlighting the need to avoid MRI overinterpretation.