Livnium products

Deep-tech products built on tested foundations.

Reusable developer technology is kept separate from experimental Labs work, with maturity, evidence, and limits visible before adoption.

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Proven foundation

Livnium Core

A reversible geometric data structure for exact encoding, addressing, and permutation. Its 27-symbol codec, exposure classes, and 24 cube rotations are fully deterministic and testable.

Core is designed for fidelity and inspection—not learning, abstraction, or semantic reasoning.

View source →See research built above it
Base-27 codecEXACT SYMBOL ↔ CELL MAPPING
24 reversible rotationsBIJECTIONS PRESERVE CLASS, COUNT & WEIGHT
Conserved weight lawΣSW IS CLOSED-FORM AND TESTABLE
Nested compositionHIERARCHICAL LATTICES WITH ADDITIVE LEDGERS

Product family

Tools for deterministic geometry and experimental representation.

Core properties are mathematically testable. Vector-collapse mechanisms are experimental tooling and are labeled separately from the product foundation.

TestedFOUNDATION / PYTHON

Livnium Core SDK

Zero-dependency code for base-27 encoding, exposure weights, cube rotations, canonical representations, and nested structures.

encodingpermutationgroup actioneducation
Inspect the repository →
ExperimentalENGINE / PYTHON

Vector Collapse Engine

Configurable learned-attractor mechanics with chord-directed, energy-gradient, direct, and learned variants kept explicitly distinct.

representationsattractorsresearch tooling
Review experiments and limits →

Licensing

Explore freely. License commercial use.

Livnium is source-available, not open source. The public repository supports inspection and noncommercial use; company use requires a separate written commercial license.

Noncommercial

Free under PolyForm Noncommercial

For personal exploration, education, research, and other uses allowed by the license. Check the exact license text before adoption.

Read the license →
Commercial

Paid written license

Commercial use is generally annual and scoped to the company and use case. Share what you are building so the right terms can be identified.

Discuss commercial use →

Need the distinction?

Products are adoptable technology. Labs is the research record.

See measured models, benchmarks, limitations, and negative results in Livnium Labs.

Enter Livnium Labs →