Articles
Short, clear articles that explain AI one step at a time. Start with any one that looks interesting, no background needed.
5 ARTICLES · 0 SERIES · 2 TOPICS
AI & MACHINE LEARNING · 14 MIN READA transformer only reads tokens, so how does it read your screenshot? We cut a cat photo into 196 patches, rebuild the Vision Transformer's first step in Python, and work out what a 4K screenshot really costs, and why its small text can come back blurry.
Bhim Prasad Adhikari · 23 Oct 2026Part 2 of From Shannon to Transformers. Shannon turned people into language models, made them guess text one letter at a time, and squeezed English down to about one bit per letter. We rebuild his guessing game in Python and let an n-gram model play against him.
Bhim Prasad Adhikari · 17 Oct 2026Part 1 of From Shannon to Transformers. We open Shannon's 1948 paper, rebuild his famous approximations to English in 60 lines of Python, and build entropy from yes/no questions up to the formula behind today's LLM loss.
Bhim Prasad Adhikari · 17 Oct 2026Master the basic asynchronous primitives, environment isolation, and Standard I/O stream mechanics that power the protocol. Here is your engineering guide to python virtual environments, asyncio coroutines, context managers, and JSON-RPC standard streams.
Bhim Prasad Adhikari · 27 Jun 2026
AI & MACHINE LEARNING · PART 2 · 8 MIN READWe build, train, and fix a deep neural network that learns to tell sunflowers from daisies. Then we ship it as a .tflite file, ready for your phone.
Bhim Prasad Adhikari · 19 Feb 2026