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News
Support Vector Machines — How AI Finds the Widest Gap Between Classes
2+ hour, 43+ min ago (648+ words) Series 3, Part 5: ML Algorithms, Simply Explained Imagine you’re a security officer at an airport. Your job is to separate …...
Phase 2 of AI: When Intelligence Starts Scaling Itself
5+ hour, 56+ min ago (1541+ words) The first phase of AI was about building intelligence. The second is about what happens when intelligence becomes part of the mechanism that scales intelligence. For the last few years, the AI story has been remarkably simple. Build more data…...
AWS Announces New Exams for ML Engineer, Solutions Architect Pro, and Developer Associate
5+ hour, 57+ min ago (465+ words) Three AWS certifications are changing at the same time. Not minor content refreshes. Actual new exam versions …...
Generative AI Demystified: From Foundation Models to Real-World Business Impact
7+ hour, 11+ min ago (1226+ words) Generative AI can write, design, code, analyze, and create. But understanding what happens behind the screen is more …...
Where LLMs Break on Data: Dates, Joins, and the Illusion of Understanding
7+ hour, 25+ min ago (1436+ words) Almost everyone who builds on top of a language model hits the same wall eventually. You ask it something that looks trivial …...
Real-Time AI Monitoring: Catching Model Drift Before It Costs You
7+ hour, 32+ min ago (499+ words) Then there’s the drift your own team introduces. Someone tweaks a system prompt to fix one edge case and shifts the distribution of every other output. A retrieval index gets rebuilt with a different chunking strategy. A fallback route that…...
Time Series Demystified Part 7
12+ hour, 27+ min ago (1264+ words) Beyond ARIMA; How STL Decomposition Handles What Classic Models Miss When I started my flu forecasting project, I did what most analysts do first. I tried ARIMA. It’s …...
Reinforcement Learning, Part 14: Imitation Learning — When There’s No Reward Signal at All
14+ hour, 28+ min ago (595+ words) Every part of this series so far assumed some reward signal exists — handed directly by the environment in Parts 1 through 5 and 8 through…Continue reading on Medium » Reinforcement Learning, Part 14: Imitation Learning — When There’s No Reward Signal at All Every part…...
Embedding Model Comparison 2026: You Are Optimizing the Wrong Line Item
14+ hour, 27+ min ago (1003+ words) OpenAI, Cohere and local models for production RAG, and why the switching cost decides more than the price per token. I want to make an argument that will sound wrong at first and I think holds up. For most production…...
Everyone talks about GAN(Generative Adversarial Network), but no one explains why we use it
15+ hour, 28+ min ago (403+ words) Everyone talks about GAN, but no one explains why we use it I’m studying this right now, so let me share how I’m understanding it. GAN stands for Generative Adversarial Network. It is basically …...