Category
Evergreen guides that make technical artificial intelligence topics accessible.
SWE-bench is no longer reliable. Models "cheat" by accessing git history. Scores with optimized scaffolding don't reflect real capability. A practical guide to understanding coding agent benchmarks without being fooled by the numbers.
In January 2025, DeepSeek published a paper that shook the foundations of the AI industry.
Use the same model, the same base prompt, the same tools. One team builds a chatbot that answers questions one after another without remembering anything from the previous exchange.
When you chat with ChatGPT or any other large language model, the experience is so fluid that it is almost impossible not to attribute some kind of intelligence to it.
If you've ever wondered what's inside the "black box" of machine learning, the answer is less mysterious than it seems. Machine learning is not a single spell, but a workshop full of tools, each one designed for a different kind of problem.
Imagine a musician who has just received an instrument they've never played. Their first attempts will sound bad, almost random.
