Most machine learning is taught with flashcards. You show the model a photo labelled “cat,” it guesses, you …
Abhay
5 min read
Imagine stacking ten layers of neurons, training for hours, burning through GPU credits — and ending up with something …
Abhay
4 min read
Ask a classifier “what’s in this photo?” and it answers, confidently, “a cat.” Helpful. …
Abhay
4 min read
A regular neural network has the memory of a goldfish. Show it an image of a cat and it’ll confidently say …
Abhay
5 min read
A language model is brilliant at language and hopeless at facts that aren’t in its head. Ask it today’s …
Abhay
4 min read
Large language models are dazzling conversationalists with the long-term memory of a goldfish. Ask one about your …
Abhay
4 min read
Every machine learning model, no matter how clever, is fundamentally an over-eager intern with one job: stop being …
Abhay
5 min read
Classic RAG is the chatbot equivalent of a student who never reads the question twice. You ask something, it embeds your …
Abhay
4 min read
Imagine handing a stack of photos to two assistants. The first one gets a tidy answer key: “this is a cat, this is …
Abhay
5 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