Strip away the hype and almost every machine learning model — from a humble linear regression to a 70-billion-parameter …
Abhay
4 min read
Gradient descent tells you which way is downhill. The optimizer decides how to actually take the step. That distinction …
Abhay
4 min read
Picture a relay race where every runner secretly changes the distance of the baton handoff between laps. The next runner …
Abhay
5 min read
Every time you chat with an AI, ask it to summarise a contract, or watch it generate an image of a corgi in a spacesuit, …
Abhay
4 min read
Every model wants to be a star pupil. Give it enough freedom and it will happily memorise your training data down to the …
Abhay
4 min read
Neural networks have a branding problem. The name conjures up glowing brains and science-fiction sentience, when the …
Abhay
4 min read