Recent studies reveal that smartwatches, despite marketing claims, inaccurately detect stress by confusing it with excitement or exercise due to flawed algorithms lacking context. This limits their utility in mental health monitoring, prompting calls for improved AI, regulation, and user caution in relying on such data.