AarchGate: A Domain-General Bit-Sliced JIT Execution Primitive for ARM64 - Technical Architecture and Implementation

This document serves as comprehensive technical documentation 
for AarchGate, a domain-general runtime execution primitive for 
ARM64 architectures designed to eliminate performance bottlenecks 
in data processing and machine learning inference.

AarchGate fundamentally transforms the execution paradigm from 
instruction-driven row processing to circuit-driven bitwise evaluation. 
At its core, AarchGate pairs an L1D-cache-aligned zero-copy memory 
fabric with a high-throughput transposition substrate powered by a 
6-stage Knuth butterfly network. At runtime, dynamic Abstract Syntax 
Trees (ASTs) are compiled via JIT into branchless ripple-carry logic 
circuits operating directly on transposed bit-planes.

This documentation provides architects, engineers, and researchers 
with the technical foundation to understand, reproduce, and extend 
AarchGate for their own high-throughput computing needs.