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Deep technical explorations in artificial intelligence and machine learning. Code, theory, and practice.

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Natural Language Processing

Small Language Models: How to Choose, Run, and Fine-Tune Them (2025–2026)

In 2019, GPT-2 launched with 1.5 billion parameters and the AI community called it large. Today, a 3B model is considered small. That compression (six years, two orders of magnitude) is the real story of where AI is heading.

May 6, 2026·
63
Small Language Models: How to Choose, Run, and Fine-Tune Them (2025–2026)
Machine Learning

Getting Started with Transformer Models: A Practical Guide

Learn the fundamentals of transformer architecture and how to implement your first transformer-based model for NLP tasks.

February 3, 2026·
327
Getting Started with Transformer Models: A Practical Guide

>> recent_posts

Natural Language Processing

Small Language Models: How to Choose, Run, and Fine-Tune Them (2025–2026)

In 2019, GPT-2 launched with 1.5 billion parameters and the AI community called it large. Today, a 3B model is considered small. That compression (six years, two orders of magnitude) is the real story of where AI is heading.

May 6, 2026·
63
Small Language Models: How to Choose, Run, and Fine-Tune Them (2025–2026)
AI Tools & Productivity

Build a Research Radar with Karpathy's LLM Wiki Pattern: A Step-by-Step Tutorial

Karpathy's LLM Wiki pattern replaces re-deriving answers from raw documents with a structured wiki that grows smarter each week. This tutorial walks you through building a Research Radar for any fast-moving topic, from folder structure to your first synthesis query.

April 16, 2026·
145
Build a Research Radar with Karpathy's LLM Wiki Pattern: A Step-by-Step Tutorial
AI Tools & Productivity

Building Productively with Claude Code: A Developer's Guide

AI coding assistants are evolving from autocomplete tools into autonomous development agents. Claude Code represents one of the most advanced examples of this shift. In this guide, we'll explore what Claude Code is, how to use Claude Code effectively in real world development workflows.

March 17, 2026·
193
Building Productively with Claude Code: A Developer's Guide
AI Applications

The Rise of Agentic AI: Autonomous Systems That Act Like Digital Colleagues

AI is shifting from tools you use to systems that work alongside you. This is the agentic AI era.

February 26, 2026·
201
The Rise of Agentic AI: Autonomous Systems That Act Like Digital Colleagues
AI Applications

How to Use AI to Learn Anything Faster (A Friendly Guide)

Turn AI into your personal tutor, one that never gets tired, never judges your questions, and explains things as many times as you need.

February 8, 2026·
235
How to Use AI to Learn Anything Faster (A Friendly Guide)
Machine Learning

Getting Started with Transformer Models: A Practical Guide

Learn the fundamentals of transformer architecture and how to implement your first transformer-based model for NLP tasks.

February 3, 2026·
327
Getting Started with Transformer Models: A Practical Guide