Show HN：工業 AI 安全的確定性物理核心（0 項違規對比 59 項）

Navigation Menu

Search code, repositories, users, issues, pull requests...

Provide feedback

We read every piece of feedback, and take your input very seriously.

Saved searches

Use saved searches to filter your results more quickly

To see all available qualifiers, see our documentation.

A deterministic physics kernel for industrial AI safety. Enforces 100% compliance with Affinity Laws. (500/500 Safety Rate).

License

Uh oh!

There was an error while loading. Please reload this page.

chachamwise/axiom-re-core

Folders and files

Latest commit

History

Repository files navigation

AXIOM: The Universal Physics Kernel

⚠️ DISCLAIMER: This repository contains no AI, policies, or learning components. > It provides only the deterministic verification kernel (PhysicsKernel) and the constitutional interface (Bridge).
AI agents utilizing this kernel can be found in the experiments/ folder.

AXIOM RE (Reasoning Engine) is a stateless, physics-constrained verification architecture for autonomous industrial systems. It decouples physical laws from control logic, acting as an immutable "Constitutional Layer" for AI agents.

🧠 The Philosophy: "Code is Law"

In critical infrastructure (Water, Energy, Mining), a control error is not a bug—it is a disaster.
Standard AI (RL/NN) is probabilistic and therefore inherently unsafe for zero-tolerance environments.

AXIOM solves this by embedding a Sealed Physics Kernel that verifies every action against algebraic invariants derived from Dimensional Analysis and Affinity Laws. It does not optimize for rewards; it enforces physical feasibility.

🏗️ Architecture

The system operates as a strict three-layer hierarchy. For a detailed engineering breakdown and safety guarantees, see the Formal Scope.

See also: Preprint Abstract & Contributions

🚀 Quick Start

Installation

Usage Example

🧪 Proven Safety

AXIOM demonstrates zero kernel-defined safety invariant violations in the provided experiments.

🛡️ License & Integrity

Licensed under the AXIOM Public License (APL-1.0).

📜 Citation

If you use AXIOM in your research, you must cite the architecture:

Mwise, C. (2026). AXIOM: A Stateless Physics-Constrained Verification Architecture for Safe Autonomous Systems. Aquaflux Tech.

BibTeX:

About

A deterministic physics kernel for industrial AI safety. Enforces 100% compliance with Affinity Laws. (500/500 Safety Rate).

Topics

Resources

License

Uh oh!

There was an error while loading. Please reload this page.

Stars

Watchers

Forks

Releases

  1

Packages

  0

Languages

Footer

Footer navigation