Reading Learning Curves: Diagnosing Model Training
Your model finished training. Accuracy: 94%. You lean back, satisfied. Then it meets real data and falls apart like a …
Abhay
4 min read
Your model finished training. Accuracy: 94%. You lean back, satisfied. Then it meets real data and falls apart like a …
Abhay
4 min read
Here is a fact that should not work but does: the way modern AI makes a photorealistic corgi-astronaut is by starting …
Abhay
4 min read
If a regular chatbot is a clever intern who answers whatever you ask, an agentic system is the same intern after you …
Abhay
4 min read
Ask a large language model a question and it will answer with total confidence, whether or not it has any idea what …
Abhay
4 min read
Every machine learning project eventually hits the same wall: the model is hungry, and you are out of data. Labelling …
Abhay
4 min read
A large language model is the world’s most eager intern: dazzlingly well-read, weirdly literal, and prone to …
Abhay
4 min read
Picture a school gym at the start of a dance class. The teacher claps and shouts, “Everybody, form three …
Abhay
4 min read
Three little words trip up almost everyone learning deep learning: epoch, iteration, and batch size. They sound like …
Abhay
4 min read
Somewhere along the way, “AI” and “deep learning” became the same word in most people’s …
Abhay
4 min read
Imagine teaching a child to read without ever buying a book of answers. You just hand them sentences with a few words …
Abhay
4 min read