
The Stack
The Engine Behind Scalable Intelligence
The DON Stack is a layered computational architecture built to handle what traditional systems can’t: entropy, emergence, and rapid nonlinear growth.
It’s not a framework—it’s a philosophy encoded into a living system. At its core are three breakthrough technologies that redefine how we accelerate AI, stabilize quantum processes, and generate direction from real-time collapse.

DON-GPU
AI Acceleration Without Bottlenecks
Designed to surpass traditional GPUs in speed, adaptability, and entropy efficiency. DON-GPU optimizes system energy and prioritization through collapse-driven architecture.
Built for:
Real-time prioritization
Lower latency with adaptive collapse
Compatibility across legacy and emerging infrastructures
don-qac
Quantum Processing & Structural Integrity
A fault-tolerant, adjacency-based quantum model that reduces qubit overhead and maximizes coherence.
Stabilizes Through:
Agjacency logic over error correction
Collapse-based gate structuring
Scalable across current and near-future quantum environments
tace Engine
Entropy becomes Direction.
The Temporal Adjacency Collapse Engine (TACE) identifies utility gradients in real time, guiding computation through dynamic collapse—turning system noise into signal.
Guide Systems Via:
Gradient-based decision computation
Native adaptability under nonlinear load
Foundations for emergent intelligence
