1d ago · 5 min read · These days, I'm using a lot of models daily. One thing I've realized is that every model has a different temperament. Even within the same company, the style changes completely with a new generation. Figuring out who's good at what and where they ten...
Join discussion6d ago · 12 min read · TL;DR Fine-tuned AI models can be stolen by repeatedly querying them and recording outputs. An attacker reconstructs your model's weights by training a mimic model on the stolen output patterns. Cost: $500-5,000. Time: 1 week. Real examples: Meta's L...
Join discussionFeb 11 · 5 min read · Every week, AI headlines feel predictable. Another frontier model release from OpenAI.Another multimodal upgrade from Google DeepMind.Another reasoning benchmark from Anthropic. And yet, outside that spotlight, an Indian startup has quietly been buil...
Join discussionFeb 6 · 4 min read · 👋 Introduction Demand forecasting is one of the most impactful real-world applications of machine learning. Accurate forecasts help businesses plan inventory, staffing, and costs — while poor forecasts lead to overstocking, stockouts, and lost reven...
Join discussionJan 14 · 4 min read · Week 15 was a major turning point in my machine learning journey. I moved beyond theory and applied multiple regression techniques to real datasets, learning not just how models work, but when and why to use them. In this article, I document what I l...
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Jan 6 · 6 min read · You’ve been asking the wrong question. Every time I open a new thread on Twitter or browse the r/programming subreddit, I see the same debate playing out. Developers are arguing over syntax. They are trading prompt libraries like they used to trade P...
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Dec 30, 2025 · 2 min read · In the dynamic realm of AI, imagine you’re eager to test various open-source Large Language Models (LLMs) quickly for your specific needs. Ollama steps in to assist by enabling you to run these open-source LLMs directly on your local machine with a f...
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Oct 30, 2025 · 5 min read · Artificial Intelligence has moved beyond experimentation into full-scale production environments. From chatbots and recommendation engines to autonomous systems and vision models, AI inferencing has become a cornerstone of intelligent applications. Y...
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Oct 28, 2025 · 10 min read · So here we are again, watching another monster storm roar across the Caribbean, another hurricane breaking records and testing the limits of what we thought possible. Hurricane Melissa — the thirteenth named storm of the 2025 Atlantic hurricane seaso...
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Oct 27, 2025 · 7 min read · Para desenvolver com AI agents eficientemente, você precisa criar um repositório “AI-friendly” com documentação estruturada. Se você ainda está tratando seu repositório como se fosse 2015 e espera que o Copilot, Cursor ou qualquer outro agent de IA f...
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