ExpertFingerprinting: Behavioral Pattern Analysis and Specialization Mapping of Experts in GPT-OSS-20B's Mixture-of-Experts Architecture

Brain-like persistent memory for AI agents. Hybrid search, knowledge graph, sleep-consolidation lifecycle, expert routing (HMoE), and a graph-Laplacian diffusion subsystem driving decay, consolidation, auto-link, and spectral retrieval. 65 MCP tools. Local, no cloud.

Universal probing and interpretability tool for MLX language models on Apple Silicon

Code and data for: Three Phases of Expert Routing — How Load Balance Evolves During MoE Training

MoE Router using 4CM Torus Function — replacing sigmoid to prevent Routing Collapse

Token-level expert routing capture for Nemotron-Cascade-2-30B-A3B MoE layers during vLLM inference. Parquet output.