How Equilibrium Computing Works


Balanced Approach
Equilibrium computing at Project Karma is designed to be smart and efficient. It harnesses the natural principle of balance to solve complex problems in a way that traditional and quantum computers cannot achieve.
Efficient Processing
Our equilibrium computing approach ensures fast and energy-efficient processing. It provides optimal solutions through natural relaxation, eliminating the need for brute-force iteration.

About Project Karma
Project Karma represents a groundbreaking shift in computing. It is a research and technology initiative founded by Jack Blaisdell under The Gizmo Grotto Research Division. The company’s mission is to develop equilibrium-relaxation computing — a new computational paradigm that solves problems not by forcing logic through transistors, but by allowing systems to naturally settle into balance.
Our Vision
We envision a world where computing is driven by balance and natural equilibrium. Our aim is to introduce equilibrium relaxation as the third mode of computation, alongside Boolean (digital) and quantum computing.
Technology
At Project Karma, we have developed the Karma Core, a software-defined framework that performs equilibrium-relaxation computation on GPUs or hybrid analog systems. Additionally, our modular platform includes KarmaFold for protein folding and molecular optimization, KarmaOpt for combinatorial and AI optimization tasks, and KarmaMat for materials and magnetic-lattice simulations. Each module unifies encoding, solving, and adaptive learning under one software architecture.







