How do LLM see?

LLMs understand text, VLMs let them see. Discover how images become tokens AI can process and reason about.

Sep 12 • 

Health AI for all Network

Federated Learning in Health AI Part 1: The Imperative for Federated Learning

Why is federated learning important in Health AI? Discover the insights in this blog.

Sep 5 • 

Bibek Niroula

1

August 2025

What Will AI Do To The Doctors? (Redux)

Is your brain exercising less with AI assistance? If so, does this diminished cognitive engagement affect our skillsets? Find out in this blog by Kiran…

Aug 29 • 

Kiran Raj Pandey

1

What Will AI Do To The Doctors?

What happens when AI tools begin to integrate in clinical practice? Does clinical practice & patient care improve? Do patients benefit? What happens to…

Aug 22 • 

Kiran Raj Pandey

LLMs Explained: How Machines Understand and Generate Language

A beginner’s guide to how Large Language Models work, their power, and their limitations.

Aug 8 • 

Health AI for all Network

July 2025

A Mathematical Dive into Bahdanau Attention

Mathematical breakdown of Bahdanau Attention: how neural networks learn to align and translate with context.

Jul 25 • 

Health AI for all Network

Mathematical Implementation of RNN Encoder-Decoder for Neural Machine Translation

Technical deep dive into RNN encoder-decoder architecture for Neural Machine Translation with Word2Vec.

Jul 11 • 

Health AI for all Network

How Neural Networks Learned to Translate - Even Before Attention Was Born

Before Transformers, there was Attention—discover the breakthrough that changed machine translation forever.

Jul 4 • 

Health AI for all Network

June 2025

Aligning Algorithmic Decision-Making to Patient Values and Welfare

As AI takes on clinical decisions, a vital question emerges: can these systems truly reflect human ethics, patient values, and medical priorities—or…

Jun 6 • 

Kiran Raj Pandey

2

May 2025

Evaluating the Real-World Impact & Effectiveness of AI in Healthcare: Part 2

Discover the 4 essential pillars to evaluate Health AI in real-world settings—ensuring it's not just accurate, but equitable, context-aware, and truly…

May 23 • 

Jana Fehr

1

Evaluating the real-world impact & effectiveness of Health AI

AI is transforming healthcare—but are the bold promises backed by real-world evidence? This blog explores different studies to evaluate effectiveness…

May 18 • 

Jana Fehr