@techreport{williams-netmod-lm-hierarchy-topology-02, number = {draft-williams-netmod-lm-hierarchy-topology-02}, type = {Internet-Draft}, institution = {Internet Engineering Task Force}, publisher = {Internet Engineering Task Force}, note = {Work in Progress}, url = {https://datatracker.ietf.org/doc/draft-williams-netmod-lm-hierarchy-topology/02/}, author = {Keenan Williams}, title = {{Hierarchical Topology for Language Model Coordination}}, pagetotal = 12, year = 2026, month = feb, day = 11, abstract = {This document defines a YANG data model and reference architecture for a hierarchical topology of language models (LMs), where tiny, small, and large LMs cooperate to perform distributed inference, summarization, and decision-making. The model supports secure inter-node messaging, request escalation, token-based authorization, and decentralized validation using pluggable trust models. This architecture is designed for deployments where computational capabilities vary across nodes, such as edge-to-cloud environments or multi-tier AI systems. The goal is to provide a standards-based mechanism for orchestrating scalable, secure LM interactions across heterogeneous systems.}, }