LitPath Labs

AI Systems & Prototyping

Targeting model obsolescence through user self-sufficiency. We build strictly for technical efficiency, empirical rigor, and uncompromised accuracy.

Active Research & Deployments

Contextual Norm Propagation

A controlled multi-agent financial market simulation evaluating accountability under hidden risk. Utilizes LoRA-fine-tuned LLaMA 3 models interacting through an active Model Context Protocol (MCP) governance layer to test norm diffusion amid exogenous liquidity shocks.

LLMs Multi-Agent Systems MCP

Aethelgard's Respite

A physical-to-digital bridge and persistent neural game engine. Integrates physical telemetry with a local Creation Engine environment via SKSE, Mantella, and a 30B parameter local model orchestrator for autonomous, context-aware NPC generation.

Ollama Python Game Engine APIs

The Sovereign Skateboard

A technical framework for fleet EV ownership and autonomy. Deploys isolated CAN bus listening posts via Raspberry Pi and custom Python heuristics to decode proprietary commercial vehicle telemetry and bypass fleet management locks.

CAN Bus Hardware Telemetry