Keeping you up to date on recent developments in diagnostics, including: Data flaws sink current AI models for COVID-19 diagnosis; Smartphone-based gaze may provide a scalable, digital biomarker of mental fatigue; AI developed to predict disease based on genetic mutations; High blood fats, sugars alter antigen processing.