Aisp Open Core

AISP - AI Symbolic Protocol

The Assembly Language for AI Cognition — Created by Bradley Ross

AISP is the open standard for precise AI-to-AI and human-to-AI communication. It reduces prompt ambiguity from 40-65% to under 2%, enabling deterministic, proof-carrying specifications that AI systems understand natively.

Try It Now — No Installation Required

Zero install. Zero build. Just run with npx or cargo.

What is AISP?

AISP (AI Symbolic Protocol) replaces ambiguous natural language with precise mathematical notation — the same symbols used in formal logic, type theory, and category theory.

Result: AI models produce consistent, unambiguous, machine-verifiable outputs.

Why AISP?

| Ambiguity Rate | 40-65% |  AI_GUIDE.md is the authoritative AISP 5.1 Platinum Specification.

This is the source of truth for:
- 512 Official Symbols (Σ_512) — 8 categories × 64 symbols each
- Quality Tiers — Platinum (◊⁺⁺) to Bronze (◊⁻) grading
- Grammar & Syntax — Deterministic parsing rules
- Proof System — Natural deduction + category theory

Copy AI_GUIDE.md into any AI system's context (Claude, GPT-4, Gemini, etc.) and it will understand AISP natively.

Official Tools

These are the official AISP conversion and validation tools:

npm (Node.js)

Rust (crates.io) — Fastest

Key Features

Quick Reference (Rosetta Stone)

Full Cheatsheet (all 512 symbols) → | Complete Reference →

Quality Tiers

AISP documents are graded by semantic density (δ):

Documentation

Advanced Capabilities

For those who want to understand the internals of AISP 5.1:

Use Cases

AISP is designed for:

- AI Agent Instructions — Unambiguous task specifications
- Multi-Agent Coordination — Zero-drift communication protocols
- API Contracts — Formal pre/post conditions
- State Machines — Precise state transition…