#genai

This is the long version of my 30-minute talk at AWS Community Day Thailand, Bangkok, 3 October 2026....

Agentic AI for Beginners: What Are AI Agents and How Do They Actually Work? AI agents are...

You built a Gen AI prototype over a weekend. The demo went beautifully. Your team was impressed, your...

What is Multi-Head Attention? Multi-head attention is a fundamental component of...

What Problem Does Self-Attention Solve? Understanding sequences, like sentences, depends...

What Is Attention in Sequence Models? Attention is a technique that allows neural networks...

Every engineer knows this feeling: a request fails, you retry it, it works, and you tell yourself...

Demo stack: LangChain, Llama.cpp, Mistral.ai, Qwen Embeddings, PostgreSQL, Telegraf, Prometheus on...

Setting the Stage: Why Sequence Matters in Language Tasks Understanding sequence is...

A local Qwen LLM suddenly switched from English to Chinese, leading me from language drift...

Most companies don't have a shortage of information. They have the opposite problem. There are PDFs...

Here is a set of active LLM research directions drawn from recent papers (arXiv, Sept...