Prelude: The Hidden Leak in AI's Energy Budget Behind every capable model lies a costly habit: recomputing everything, every time, from scratch. This approach not only violates the Lean Principle…
AI Hardware and the Evolutionary Threshold One of the most critical-but often overlooked-drivers of AI evolution is hardware. Today, NVIDIA dominates the AI hardware landscape with its powerful GPUs and…
Before diving deeper, I want to highlight a foundational concept from the world of manufacturing and design: the lean principle. Originating from discrete manufacturing, this paradigm focuses on maximizing value…
1. From Token Loops to Cognitive Resonance One of the biggest constraints of existing models is that they are prompt driven. Transformer chats forget their past lives; cognition resets at…
1. The Relentless Push Toward AGI AGI is no longer a sci-fi dream. It has become a geopolitical race. Countries, corporations, and ideologies are competing to create and control the…