web-world-models

Overview

Web World Models combine structured code for invariant state with LLM-driven narrative generation.

Core Technique

Two-Layer Architecture:

# Physics layer (deterministic code)
class Physics:
    inventories: dict  # Code enforces consistency
    coordinates: XYZ

# Imagination layer (LLM-driven)
class Narrative:
    descriptions = llm.generate(physics_state)
    dialogue = llm.generate(context)

References

• Physics layer as TypeScript code
• Imagination layer for aesthetics
• Deterministic hashing for consistency