docsunny100's profile picture. Professor | Chairman | Entrepreneur | Author | Translational AI Specialist

Sandeep Reddy

@docsunny100

Professor | Chairman | Entrepreneur | Author | Translational AI Specialist

#AIinHealthcare Most healthcare AI still lives in papers & pilots. The real value is in translational AI, i.e. embedding tools into workflows to improve outcomes, cut costs & reduce burnout, while staying ethical and equitable. Clinician trust is key.

docsunny100's tweet image. #AIinHealthcare
Most healthcare AI still lives in papers & pilots. The real value is in translational AI, i.e. embedding tools into workflows to improve outcomes, cut costs & reduce burnout, while staying ethical and equitable. Clinician trust is key.

#healthcareAI #preparedness #education This video is about a simple idea: the best way for healthcare professionals to prepare for AI is to educate ourselves in a practical, grounded way that fits real clinical work, not tech marketing slides. open.substack.com/pub/docsunny10…


GenAI is powerful, but it's power-hungry Data centres could hit 945 TWh by 2030, driven by AI workloads. Can we afford it? Neuromorphic computing offers a brain-inspired alternative: 100x more energy-efficient, fault-tolerant, and ideal for edge AI. docsunny100.substack.com/p/the-rising-e…

docsunny100's tweet image. GenAI is powerful, but it's power-hungry 
Data centres could hit 945 TWh by 2030, driven by AI workloads. Can we afford it? Neuromorphic computing offers a brain-inspired alternative: 100x more energy-efficient, fault-tolerant, and ideal for edge AI.
docsunny100.substack.com/p/the-rising-e…

The 7 Stage AI System Lifecycle of AI Governance (Source: AI Career Pro)

docsunny100's tweet image. The 7 Stage AI System Lifecycle of AI Governance (Source: AI Career Pro)

The old line ‘AI won’t replace you, but someone who knows AI will’ is outdated. The truth: AI will replace some roles—and create new ones we can’t yet imagine.

docsunny100's tweet image. The old line ‘AI won’t replace you, but someone who knows AI will’ is outdated. The truth: AI will replace some roles—and create new ones we can’t yet imagine.

The death of digital originality has commenced

docsunny100's tweet image. The death of digital originality has commenced

Time for a new healthcare system? Fragmented, reactive models aren’t enough. We need ethical, interdisciplinary innovation—powered by AI but grounded in human care. Let’s reimagine healthcare from the ground up. My latest article dives in 👇 🔗 docsunny100.substack.com/p/time-for-a-n…


#PostGraduateTeaching #Students A lovely gesture from students of one of the subjects I teach at the conclusion of my teaching phase this semester—a reminder of how rewarding practice-oriented teaching can be with all its ups and downs.

docsunny100's tweet image. #PostGraduateTeaching #Students
A lovely gesture from students of one of the subjects I teach at the conclusion of my teaching phase this semester—a reminder of how rewarding practice-oriented teaching can be with all its ups and downs.

#HealthcareAI #Adoption #Sustainability If you want long-term adoption of technology/AI, there's a binary principle in healthcare: you build into existing workflows, or you create a new system with native AI workflows. There is no sustainable middle path, I argue.

docsunny100's tweet image. #HealthcareAI #Adoption #Sustainability
 If you want long-term adoption of technology/AI, there's a binary principle in healthcare: you build into existing workflows, or you create a new system with native AI workflows. There is no sustainable middle path, I argue.

GenAI is already being implemented in clinical practice. Our new review outlines a 5-phase roadmap: 1️⃣ Admin relief 2️⃣ Operational efficiency 3️⃣ Safety & quality 4️⃣ Decision support 5️⃣ Patient self-management: onlinelibrary.wiley.com/doi/10.5694/mj…


Note to entrepreneurs: The power of commercialisation and marketing

docsunny100's tweet image. Note to entrepreneurs: The power of commercialisation and marketing

🚨 AI is hitting a wall—and it’s quadratic. Transformers are powerful, but unsustainable. Time to look at the brain: docsunny100.substack.com/p/the-silicon-… #AGI #Neuromorphic #SpikingNeuralNetworks #TechFutures


We’re on the brink of transformative #healthcareAI — but the gap between promise & real-world use is alarming. My new Substack calls for rigorous validation, fairness audits & true collaboration across clinicians, engineers & patients. docsunny100.substack.com/p/healthcare-a…


It's great to see research evolving to assess the real world efficacy of foundational models/LLMs in clinical environments. Now we have a new benchmark to assess the agentic functions of LLMs using a virtual EHR environment: github.com/stanfordmlgrou…


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