hddatascience.techThe 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 read
hddatascience.techOne-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 read
hddatascience.techWhat 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 read
hddatascience.techFrom "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 read
hddatascience.techBuilding Intuition for Convolutional Neural NetworksThe motivation behind Convolutional Neural Networks (CNNs) comes from the inability of traditional dense neural networks to perform well on image classification tasks. Why is that? A dense network, also known as a fully-connected network, treats an i...Aug 24, 2025·8 min read