#DeepDives

From a Chinese prompt to a Korean response: an embedding-space investigation into how code vocabulary reshapes language

Enterprise AI systems are entering a phase where inference design matters as much as model capability itself.

A critical analysis of MRC's three counterintuitive design decisions, the networking mathematics that make them work, and what they mean for the rest of the AI infrastructure community.

A practical comparison between rule-based PDF extraction using pytesseract and an LLM-based approach with Ollama and LLaMA 3, based on a realistic B2B order scenario.

A beginner's tutorial on exploratory data analysis using Pandas, Matplolib, and Seaborn

I spent a weekend trying to convince a language model it was C-3PO. Here's what actually worked.

A 12-metric evaluation framework for production AI agents — covering retrieval, generation, agent behavior, and production health. Drawn from 100+ enterprise deployments.

From Towards Data Science: Proxy-Pointer Framework for Structure-Aware Enterprise Document Intelligence

From Towards Data Science: Your First WebAssembly Program and Web App (Written, Tested, and Deployed Entirely in the Web Browser)

How to build sentiment-aware word representations from IMDb reviews using semantic learning, star ratings, and linear SVM classification

From Towards Data Science: Using Transformers to Forecast Incredibly Rare Solar Flares

A step-by-step guide to understanding distributed data, lazy logic, and your first DataFrame.