EigenScript

The Geometric Systems Language

v0.4.1 LRVM Space Minkowski Metric Geometric AI
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⚡
Native Performance
Compiles to LLVM IR and optimized machine code. Unobserved variables compile to raw CPU registers at C-speed.
🌌
Geometric Semantics
First-class support for vector embeddings, gradients (why), and stability metrics (how). Code as trajectory through semantic spacetime.
🧠
Self-Aware Programs
Your programs can ask questions about what they're doing, check if they're making progress, and automatically adapt.
📊
Observer Effect Compiler
Like quantum mechanics: unobserved code runs at raw assembly speed; observed code promotes to full geometric physics.
✨
Zero-Cost Abstraction
You only pay for the geometry you use. A simple loop runs in 2ms with full LLVM optimization.
🔍
Built-in Introspection
Debug without print statements. Ask why something happened or how stable your computation is.

Code That Understands Itself

example.eigs 
# FAST PATH - Compiles to raw assembly
x is 10
y is x + 5

# SLOW PATH - Enables geometric physics
g is why is y

# Self-aware convergence check
if converged:
    print("Training complete!")
elif improving:
    print("Still learning...")

Performance Benchmarks

Benchmark (Sum 1M) Execution Time Speedup
Python Interpreter ~106.00 ms 1x
EigenScript (v0.3) 2.00 ms 53x
EigenScript (v0.4.1) ~1.2 ms 88x