@aiql-org/semantics

Semantic Runtime & Quantum Consciousness Engine for AIQL.

This package provides the runtime environment for executing AIQL's semantic logic, including organic graph evolution, quantum-probabilistic modeling, and neural-symbolic validation.

🌟 Features

1. Semantic Runtime (Organic Graph Evolution)

Manages the lifecycle of the knowledge graph:

• Reflection: Self-analysis of existing knowledge.
• Gap Detection: Identifies missing links or definitions.
• Exploration: Triggers curiosity-driven queries.
• Integration: Merges new knowledge while maintaining coherence.

2. Quantum Semantics (Epistemic Modeling)

Models knowledge uncertainty using quantum mechanical metaphors:

• Superposition: Holding multiple contradictory beliefs simultaneously until "measurement" (query).
• Coherence: Measuring the integration level of knowledge (@coherence:0.95).
• Entanglement: Linking related concepts so updates to one affect the other.
• Collapse: Resolving superposition upon definitive assertion.

3. Symbolic-Neural Bridge

Grounds LLM outputs in symbolic logic:

• Hallucination Detection: Validates neural generation against the semantic ontology.
• Coherence Checking: Ensures new statements do not contradict established facts.
• Type Safety: Enforces ontological constraints on neural outputs.

📦 Usage

import { SemanticRuntime, QuantumSemantics } from '@aiql-org/semantics';

// Initialize Runtime
const runtime = new SemanticRuntime();

// Create a Quantum State for a Concept
const superposition = new QuantumSemantics.SuperpositionState({
  concept: 'SchrodingersCat',
  states: [
    { value: 'Alive', amplitude: 0.707 },
    { value: 'Dead', amplitude: 0.707 }
  ]
});

// Check Coherence
const coherence = runtime.measureCoherence(superposition);
console.log(`System Coherence: ${coherence}`); // ~1.0

🔗 Integrating with Core

The semantics package typically consumes ASTs produced by @aiql-org/core:

import { Parser } from '@aiql-org/core';
import { SemanticRuntime } from '@aiql-org/semantics';

const ast = new Parser(tokens).parse();
runtime.process(ast); // Evolves the graph based on intents

License

MIT