Thalamus governor NN, per-NPC RL processes, LLM as cortex, Linux cgroups, curriculum learning, three-tier deployment, world server (MMO pattern), garden-dev VM. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>