Insights
Welcome Prof Sudipta Roy, Chief Scientist (AI & DS)
This is one of those moments that quietly changes things. Prof. Sudipta Roy has joined Gentrac Labs as our Chief Scientist (AI…
Insights
From the Lab and the Field.
Analysis, perspectives, and updates from the Gentrac Labs team.
Insights
#GRIF: Trust & Adoption
Beyond the “Black Box”—Building Trust in High-Volume CareLive from Delhi at the Health AI Summit! Consensus among the panels is clear: Scale…
Insights
#GRIF: Explainability (XAI)
Accuracy in your healthcare AI application is worthless if it isn’t actionable. 📉 🧠#GRIF Post 4: Explainability (XAI) and why the “#BlackBox”…
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#GRIF: The Data Heterogeneity Gap
Healthcare AI models also fail because the “lab” (training) data is “too clean” 📉If your underlying healthcare AI model is trained on…
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#GRIF: HardwareAgnosticism
Building a Ferrari engine for a bicycle frame? 🏎️🚲#GRIF Post2: Hardware Agnosticism & hashtag#TechnicalResilience.If your healthcare AI model requires high-compute environment, are…
Insights
The Blind Spot in Healthcare AI
The Blind Spot in Healthcare AI, leading to innovator and investor exhaustion: In the past 2 decades, I have witnessed scientific successes…