07-alchemy-probability-data

The entire system ships as a portable, self-contained dataset on Blu-ray media — 25 GB single-layer or 50 GB dual-layer — requiring no internet connection. It includes a web interface, an interactive command-line reader, and a full Python API for programmatic access, batch processing, and pipeline integration.

The foundation layer computes element-combination probabilities from the 1st through the 1,200th mathematical degree. Pre-calculated probability matrices cover millions of element combinations drawn from a working set of 30 elements (H, He, Li, Be, B, C, N, O, F, Ne, Na, Mg, Al, Si, P, S, Cl, Ar, K, Ca, Fe, Cu, Zn, Br, Kr, Ag, Cd, I, Au, Pb) across ten standard degree steps (1, 2, 3, 6, 12, 24, 48, 96, 192, 240) and extended ranges up to degree 1,200.

The transformation layer answers the question “what happens when you apply a specific condition to a specific element?” Each record captures input element, condition type (heat, pressure, mixing, catalyst, photochemical, electrochemical), condition value and units, output compound, transformation type, energy change in joules, success probability, catalyst requirements, environmental conditions, and step-by-step procedural notes.

The synthesis engine maps physics and chemistry formulas to practical creation methods. Each synthesis record specifies temperature, pressure, catalysts, environment, energy requirement, numbered procedure steps, and a probability-of-success rating drawn from the Alchemy Data probability matrices. Supported formula families at launch include:

Every discovery receives a composite score on a 0–100 scale, with four weighted factors:

Ratings: Excellent (80–100) • Good (60–79) • Moderate (40–59) • Low (0–39).

A built-in formula classifier recognises physics, chemistry, engineering, and mathematical expressions by pattern matching and structural analysis. The accompanying test suite exercises 300+ formulas across seven categories:

Verified overall success rate: 93.5% (279 tests — 43 high confidence, 218 medium confidence, 18 failed).

The discovery engine generates complete compound reports containing probability analysis across all degree steps, available transformation pathways, synthesis recipes, element properties, suggested applications, a discovery score, and “how-to-create” narrative instructions. Example output for H₂O includes nine transformation pathways (phase changes, synthesis routes, ionisation), probability matrices from degree 1 through degree 240, and a best-method recommendation of mixing H + O₂ at 500 °C with platinum catalyst (99% success probability, releases 285,800 J).

19 CSV data files covering four output categories:

The package includes cross-platform code-signing tooling for distribution builds:

This package ships on a single Blu-ray disc, posted to the delivery address on your order. The archive on the disc is AES-256 encrypted; the passphrase is sent separately, by email, once the disc is despatched — so the disc alone is of no use to anyone who intercepts it.

Discs are despatched by tracked, signed-for post. Allow 5 business days for mastering and verification before despatch.

© 2026 Christopher Gabriel Brown. All rights reserved.