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PYTHON QUICKSTART
Information-Time Structure

Python — Proof of Concept

Minimal script demonstrating temporal asymmetry indicators under synthetic boundary constraints. This is a conceptual validation tool only — not evidence of future-origin signals or physical temporal effects.

minimal quickstart synthetic boundary detector sensitivity

Download

Download the quickstart script.

Run

Recommended local run steps:

# 1) Create environment (optional)
python -m venv .venv
# Windows:
.venv\Scripts\activate
# macOS/Linux:
# source .venv/bin/activate

# 2) Install requirements
pip install numpy

# 3) Run
python conceptual_demo_quickstart.py

What You Should See

The script prints diagnostic values (e.g., time-reversal asymmetry deltas) for baseline vs. boundary-influenced synthetic data. The expected behavior is that the detector responds consistently to the injected boundary influence.

Notes