@haharvs
Harvey Ducay
@haharvs
Aiming to develop advanced data systems for AI and everything in between.
Manila, PhilippinesJoined September 2024
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Recently published
The LLM Council and the Human Mind
Dec 16, 2025 · 5 min read · Weeks 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...
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One-Shot Trauma: When Reinforcement Learning and Human Minds Overcorrect
Nov 17, 2025 · 7 min read · The 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 ...
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What is AI?
Nov 2, 2025 · 4 min read · 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...
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From "It Works" to "Why It Works": A Call for Deeper Understanding in Data Science
Oct 5, 2025 · 4 min read · Sometimes, 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...
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