https://www.vigiliamedicus.com/ https://www.vigiliamedicus.com/insights https://www.vigiliamedicus.com/contact https://www.vigiliamedicus.com/platform https://www.vigiliamedicus.com/platform/clinical-reasoning https://www.vigiliamedicus.com/platform/icu-world-models https://www.vigiliamedicus.com/platform/edge-deployment https://www.vigiliamedicus.com/platform/dual-engine-architecture https://www.vigiliamedicus.com/insights/physiology_as_a_loss_function_why_generative_llms_can_fail_in_high_acuity_care https://www.vigiliamedicus.com/insights/escaping_the_healthtech_graveyard_by_engineering_for_clinican_utilization https://www.vigiliamedicus.com/insights/deterministic-intelligence-for-clinical-care-the-role-of-physics-informed-neural-networks https://www.vigiliamedicus.com/insights/the-digital-twin-imperative-high-fidelity-state-simulation-in-the-icu