Understanding AI: Comparing Generative AI, Agentic AI, Machine Learning & Deep Learning
Learn the key differences between generative AI, agentic AI, machine learning, and deep learning — explained clearly.
LLMs · 4 min watch
AI Hallucinations Explained — The Probability Problem
Why AI models confidently generate false information, and how probability distributions are at the root of the problem.
Career · 39 min watch
Stanford & Meta ML Engineer Answers Your Biggest AI Questions
Comprehensive answers to the most common questions about AI, machine learning, and breaking into the field.
Tools · 9 min watch
FREE & PRIVATE ChatGPT: Run LLMs Locally on Your Laptop with Ollama
How to run powerful language models privately on your own computer for free — no API key, no data sharing.
LLMs · 5 min watch
How Retrieval Augmented Generation (RAG) + AI Web Search Works
How RAG lets AI models access real-time information and give more accurate, current answers.
Research · 6 min watch
Does AI Create, or Just Copy Its Training Data?
Whether AI truly generates original content or recombines patterns — and why the answer matters.
Research · 4 min watch
AI Watermarking by Google DeepMind: How SynthID Works & Why It's Not Enough
Google's SynthID watermarking technology explained — and the significant limitations that remain unsolved.
LLMs · 38 min watch
AI Fundamentals: Privacy, Hallucinations, Agents & Open Source Explained
A deep-dive Q&A on the core concepts everyone asks about: privacy, hallucinations, agents, and open-source models.
Research · 29 min watch
How AI is Changing Education: Khanmigo with Shawn Jansepar of Khan Academy
How AI tutoring systems are personalizing education and what it means for the future of learning.
Coding · 25 min watch
AI/ML Basics: Epochs, Iterations, Batches & Regularization (Day 5/10)
The mechanics of model training — epochs, iterations, batches, L1/L2 regularization — made approachable.
LLMs · 16 min watch
What is AI (vs. ML?) + Q&A — 10 Days of AI Basics, Day 1
Clear definitions of artificial intelligence and machine learning, and the key differences between them.
Research · 51 min watch
AI & Scientific Discovery with Microsoft Research AI for Science
How AI is accelerating breakthroughs in climate modeling, drug design, and green energy research.