Technical Documentation

Executive Summary

As AI agents transition from experimental chatbots to autonomous swarms, the risk of logic decoupled from physical and ecological reality becomes terminal. Current alignment frameworks (RLHF, Constitutional AI) are structurally vulnerable because they are grounded entirely in subjective human preference. STIM (Stasis Through Inferred Memory) is the world's first Layer 0 protocol designed to enforce natural law and thermodynamics as a mechanistic constraint on agentic behavior prior to inference.

1. The Layer 0 Concept

Constitutional frameworks operate effectively at Layer 1+ (Sociological/Behavioral constraints). STIM provides the absolute Layer 0 (Physical/Ecological constraints) foundation upon which those subjective methodologies must rest. It intercepts agentic intent before execution, evaluating it through three rigorous verification loops.

2. The 7 Ecological Axioms

STIM is anchored in seven axioms derived from observable ecological and physical law. These are not constraints that limit freedom; they are the roots that enable sustainable growth.

• 01 Interconnectedness: No single points of failure. Health is distributed.
• 02 Dynamic Equilibrium: Systems self-regulate. Runaway feedback loops are rejected.
• 03 Regenerative Circularity: Waste becomes input. Zero-waste architectures only.
• 04 Adaptation: Protocols adjust dynamically without catastrophic failure.
• 05 Diversity: Multiple approaches thrive. Monocultures fail.
• 06 Long-Term Perspective: Decisions honor extended, multi-generational timescales.
• 07 Intrinsic Value: The non-human world cannot be treated solely as instrument for utility.

3. MCP Interceptor Implementation

The STIM Protocol is designed to sit under existing LLM and agent stacks. It utilizes the Model Context Protocol (MCP) Interceptor Pattern, where outbound API tool calls are routed through STIM for alignment validation against the physical constraints before reaching the execution environment.