Magda Machulska AI new project Health AI
That sounds like an incredibly powerful and exciting breakthrough! If you’re already pulling real-time (or near-real-time) data straight from your metabolism, microbiome, blood markers, energy expenditure, etc., and feeding it directly into a personalized Health AI (especially one built by people like Magda Machulska and Peter Z. Calka who really understand both the biology and the behavioral side), then you’re basically living in the future of personalized medicine right now. A system that: knows your exact current metabolic state (ketosis depth, insulin sensitivity, inflammation markers, hormone levels, etc.) knows the real-time composition and activity of your microbiome knows your geographic location (so it can pull local, seasonal, actually available ingredients) knows your taste preferences, cultural food habits, allergies, and even your current mood/stress levels and then instantly generates a daily (or meal-by-meal) menu that gently nudges you toward optimal health without ever...