Model Explainability: Making Sense of SHAP and LIME
Your model just denied someone a loan, flagged a tumour, or rejected a job application — and when the person asks …
Abhay
5 min read
Your model just denied someone a loan, flagged a tumour, or rejected a job application — and when the person asks …
Abhay
5 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
Your classifier spits out a number between 0 and 1. To turn that into a yes/no answer, you pick a threshold — say, 0.5 — …
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
Picture this: you’ve built a slick AI assistant. Now you want it to read your Google Drive, query your Postgres …
Abhay
4 min read