Why Generative AI is Not the Silver Bullet for Tabular Data
7 min read
Generative AI and LLMs struggle with tabular data. Discover why traditional models excel and learn the best solutions for finance, healthcare, and forecasting.
Machine learning
Insights on machine learning from two decades of experience in tech, AI, and scalable systems
Riding the AI Rollercoaster: Learning from AI's Seasons of Hype and Hibernation
6 min read
AI's journey is full of booms and busts. Learn from past winters, assess today’s breakthroughs, and build a future-ready mindset for responsible AI use.
Beyond the Algorithm: Why Explainable AI is Crucial for Trust
6 min read
Trust in AI starts with understanding. Discover why Explainable AI (XAI) is vital for building trust and driving responsible innovation beyond the black box.
A Comprehensive Guide to Hyperparameter Tuning in XGBoost
12 min read
Maximize XGBoost model performance with hyperparameter tuning guide. Learn key parameters, effective strategies & best practices.
How Different AI Learning Methods Drive Real-World Solutions
8 min read
Explore AI from supervised to reinforcement learning in this guide connecting theory to real-world use—ideal for AI builders and tech-curious readers alike.
The Pillars of Progress: A Guide to AI's Evolutionary Stages
8 min read
Unlock the complexities of AI. This guide explains Traditional AI, GenAI, AGI, & ASI, showing Artificial Intelligence is far more than generative models.
LLMs Are Not Intelligent—And That's Okay
10 min read
LLMs are powerful but don’t 'think'—they recognize patterns. This post explores what they are, how they work, and why understanding their limits is crucial.