The Decision Cortex - Dr. Amit K. Shah (GNS-AI LLC)
Dr. Amit Shah (GNS-AI)The Decision Cortex, by Dr. Amit K. Shah (Founder, GNS-AI LLC) discusses research and practical analysis on AI decision systems, production assurance, governance, and control for consequential enterprise workflows.
| Platform |  | Pricing | Freemium | Publishes | Weekly |
|---|---|---|---|---|---|
| Issues | 13 | Founded | 3 years ago | Last Issue | 15 days ago |
| Active | |||||
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A Model Can Pass Validation Without Learning What You Think It Learned
A medical imaging model once looked pretty good at detecting hip fractures from X-rays.
A medical imaging model once looked pretty good at detecting hip fractures from X-rays. Then researchers changed the test.
AI Generalization Decision Toolkit
Test What Your Validation Actually Established
Three practical frameworks for determining what your validation really established, whether your model may be relying on shortcuts, and whether you need more data or different data
AI Medical Device Competency Is Not Static
Rethinking Postmarket Evaluation as AI Moves Closer to Clinical Decisions and Actions
A patient receives a new agentic-AI enabled insulin pump that delivers insulin in response to blood sugar spikes. The AI model has an agent harness, rece...
The 99% Accurate Healthcare AI You Still Shouldn’t Deploy
Accuracy tells us how well an AI performs. It does not tell us when the AI should be allowed to act.
Imagine I give you two healthcare AI systems.
AI Agents Are Selecting Actions. Who Remains Accountable?
The recent AI cyber incidents are not only cybersecurity stories. They are action-selection stories.
A chatbot selects words. An agent selects actions.
That distinction sounds simple, but it changes the nature of the system an organizatio...
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| Subscribers | Engagement | 63 | Monthly Web Visits | ||
|---|---|---|---|---|---|
| Accepts Sponsors | Estimated Cost per Ad | ||||
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Authors
The writers behind this newsletter.
Explore AI and data science with me, Dr. Amit Shah, Founder of GNS-AI. I share insights on data and AI strategy, machine learning, ethical AI, and more. Join us in pushing the limits of data.
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