Governed by Design – What Regulated Industries Must Demand Before the Age of Agentic AI
Governed by Design- What Regulated Industries Must Demand Before the Age of Agentic AI Over the years of deep engagement […]
The White Coat Meets the Algorithm
OpenOvation · Thought Leadership in AI & Innovation The White Coat Meetsthe Algorithm. Most AI in healthcare right now is
When 97% Accurate Means Clinically Useless – What AI Model Scores Actually Mean in Rare Disease
AI in Healthcare · Performance Metrics Rare diseases expose the hardest truth about AI model scores. When only 3 patients
The Cognitive Load Crisis in Healthcare — Where It Lives, Why It Persists, and What Fixes It
And the design fix is not a better EHR. It is a governed agentic AI architecture. • •
The Missing Layer in Your AI Stack
The Missing Layer in Your AI Stack Why the hardest problem in enterprise AI isn’t building agents — it’s proving
The Five Non-Negotiables: A Framework for Ethical AI
AI is no longer a research experiment. It is embedded in credit decisions, clinical pathways, hiring pipelines, and public services.
Agentic AI Is Not the Risk. Ungoverned Agentic AI Is.
The industry is moving fast on capability. It is moving slowly — dangerously slowly — on the one thing that
The SCULPT Framework
A Systematic Process for Feature Selection, Feature Dropping, and Algorithmic Self-Selection in Iterative Machine Learning Development Feature selection is the
Beyond the Algorithm – Building Healthcare’s AI-Ready Future
Healthcare’s AI crisis isn’t what you think. While the pandemic unleashed hundreds of COVID-19 prediction models promising diagnostic breakthroughs, zero
