The Two Numbers That Predict AI Agent ReliabilityBack then, I felt lost while writing automated Playwright tests. I'd turned to Claude Code to help speed up the process, but I kept hitting the same wall. The generated tests were redundant, surface-lApr 25 · 10 min readhddatascience.tech
The LLM Council and the Human MindWeeks ago, Andrej Karpathy(ex. director of AI at tesla) launched LLM Council. The concept is brilliant but simple: instead of asking a single AI model (like ChatGPT) to answer a question, you create a "council" of different models. You have one model...Dec 16, 2025 · 5 min readhddatascience.tech
One-Shot Trauma: When Reinforcement Learning and Human Minds OvercorrectThe Day My Internal Agent Received a -1,000,000 Penalty It only took a second to rewire my brain. By early 2022, I was just your average joe, living life day by day. Eating was one of my daily tasks that was necessary, automatic, and unconscious. It ...Nov 17, 2025 · 7 min readhddatascience.tech
What is AI?I find it a little funny that I'm only getting to this article now. As an applied mathematician, I have a deep-seated need for rigor, for building arguments from first principles. In a field as dynamic and hype-driven as Artificial Intelligence, a ri...Nov 2, 2025 · 4 min readhddatascience.tech
From "It Works" to "Why It Works": A Call for Deeper Understanding in Data ScienceSometimes, the most valuable lessons come from unexpected moments. I was attending a data science workshop recently, and a brief discussion served as a powerful reminder of a crucial question we must ask ourselves: are we content with knowing that so...Oct 5, 2025 · 4 min readhddatascience.tech
