Research

SproutRAG: The Pyramid Idea, Grown Without an LLM

General Agentic Memory: Indexed, Uncompressed Total Recall

RAG's Embedding Ceiling: A Proof, Not a Bug

HRM: The Loop Mattered, Not the Hierarchy