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…

25 Mar 2026 · Team Gentrac

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”…

22 Mar 2026 · Team Gentrac

Insights

#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…

8 Mar 2026 · Team Gentrac

Insights

#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…

15 Feb 2026 · Team Gentrac

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…

1 Feb 2026 · Team Gentrac