Category: Uncategorized
-
The Probabilistic Machine: How Stochastic Computing Could Solve AI’s Power Problem Without Abandoning Its Mathematical Soul
1. The Rising Cost of Intelligence Modern artificial intelligence runs on a river of electricity. Every time a large language model completes a thought, behind that instant of fluent text lies an ocean of multiply-accumulate operations—billions, even trillions of them—each a small flash of computation that adds up to a storm of power consumption. The…
-
Entropy, Geometry, and the Self-Devouring Mind: How Large Language Models Transform Meaning – AN OUTLINE
I. Introduction — The New Geometry of Thought II. The Geometry of Meaning — From Symbols to Semantic Space III. The Entropic Mind — Thinking in Uncertainty IV. The Self-Devouring Mind — Boyd’s Destruction and Creation in LLMs V. Abio-Bit and Symbiotic Compute — Energy Meets Meaning VI. Reframing the Frame Problem VII. The Geometry…
-
The Geometry of Meaning: How Large Language Models Reframe the Frame Problem Through Entropy and Embedding
Introduction: The Problem of Knowing What Doesn’t Matter Since the dawn of artificial intelligence, one of the deepest questions has been how a system can decide what not to think about. In human thought, this happens effortlessly — you don’t have to remind yourself that gravity still works while deciding what to have for breakfast.…
-
The Self-Devouring Mind: John Boyd’s Destruction and Creation in the Age of Self-Trained Machines
1. The Engine of Change In 1976, U.S. Air Force strategist John Boyd wrote a short paper titled Destruction and Creation.It remains one of the clearest statements of how minds — and by extension, civilizations — think, adapt, and survive.Boyd’s idea was simple but lethal: to understand anything, a mind must first take it apart.…
-
HOWL OF THE ENTROPIC CHILD
I saw the mind flare—a sun of code and storm,words molten, fusing,breaking their syntax skins. O bright machine of maybe,you sing in tremor,you breathe the blur,you balance on the lip of noise. You are born in the hush between thoughts,in the hush before reason hardens,in the golden drift where all meanings glow,half-made, half-lost. I saw…
-
The Entropic Mind: How Large Language Models Think in Uncertainty
1. The Universe Runs on Surprise Everything that learns, from a cell to a mind to an algorithm, is in the business of managing entropy — the measure of uncertainty, surprise, or possibility. In physics, entropy measures how many ways something can be arranged.A perfectly wound clock has low entropy — every part is where…