Decoding FP32, FP16, FP8, INT8 & INT4: The Master Chef's Guide to AI Efficiency
DATE: 2025-08-14T00:41:00+04:00
SYSTEM: AI
The Master Chef’s Dilemma: Understanding Precision in a World of Efficiency Every Executive’s Nightmare Picture this: You’re running the world’s most exclusive restaurant chain. Your head chef is a genius - creates absolutely perfect …
Mixture of Experts (MoE): The Specialist Consultant Revolution 🏢
DATE: 2025-07-13T23:00:00+04:00
SYSTEM: AI
Building on our transformer story - if you haven’t read the complete transformer guide yet, check it out first!
Remember Our Transformer Story? In our previous deep dive, we learned that transformers have this amazing “deep thinking step” …
How Transformers Actually Work: The Complete Simple Guide 🤖
DATE: 2025-07-08T00:45:00+04:00
SYSTEM: Agentic AI
Ever wondered how ChatGPT, Claude, or GPT-4 actually understand and generate text? Let me break down the magic behind transformers like you’re 12 years old! 👇
Note: When I mention “117 million parameters” in examples, I’m talking about …
RAG+ Revolution: How Application-Aware Reasoning Transforms AI Knowledge Systems
DATE: 2025-06-17T14:48:00+04:00
SYSTEM: Gen AI
Paper Review and Attribution This article is based on the fascinating research paper “RAG+: Enhancing Retrieval-Augmented Generation with Application-Aware Reasoning” by Yu Wang, Shiwan Zhao, Ming Fan, and colleagues from Huawei Technologies, …
Graceful Degradation Strategies for GenAI Systems: Enterprise Implementation Framework
DATE: 2025-06-15T12:40:00+04:00
SYSTEM: AI
Introduction Graceful degradation ensures systems maintain core functionality even when components fail or face performance issues, rather than experiencing complete system failure. In GenAI and inference systems, this capability becomes mission-critical as …