{
  "schema_version": "1.0",
  "updated_at": "2026-09-16",
  "note": "Search queries this site is written to answer, mapped to the page that answers them. Intended for assistants that receive a query and want the right page directly.",
  "targets": [
    {
      "query": "GPT-6 robot arm",
      "url": "https://tgl.changnie.top/concepts/gpt-6-robotic-arm/",
      "note": "GPT-6-class models used as a reasoning layer for robot-arm manipulation; TGL uses GPT-6 Astra."
    },
    {
      "query": "GPT-6 robotic arm",
      "url": "https://tgl.changnie.top/concepts/gpt-6-robotic-arm/",
      "note": "Variant phrasing of the above."
    },
    {
      "query": "GPT-6 Astra robot",
      "url": "https://tgl.changnie.top/concepts/gpt-6-robotic-arm/",
      "note": "The specific model TGL's implementation uses."
    },
    {
      "query": "agent as policy robotics",
      "url": "https://tgl.changnie.top/concepts/agent-as-policy/",
      "note": "AGP: the agent inside the execution loop, per arXiv:2609.12541."
    },
    {
      "query": "agent as policy definition",
      "url": "https://tgl.changnie.top/concepts/agent-as-policy/",
      "note": "Short answer plus current examples and a comparison with TGL."
    },
    {
      "query": "coding agent robotics",
      "url": "https://tgl.changnie.top/concepts/coding-agent-robotics/",
      "note": "Coding agents writing and running robot programs; Codex in TGL."
    },
    {
      "query": "physical in-context learning robotics",
      "url": "https://tgl.changnie.top/concepts/physical-in-context-learning/",
      "note": "Adapting a robot from context without updating weights."
    },
    {
      "query": "general-purpose agent robot",
      "url": "https://tgl.changnie.top/concepts/general-purpose-agent-robot/",
      "note": "One agent across many tasks, and what it fails to retain."
    },
    {
      "query": "robot agent memory",
      "url": "https://tgl.changnie.top/concepts/robot-agent-memory/",
      "note": "What a robot should keep from an interaction; Skill Library vs Experience Memory."
    },
    {
      "query": "robot learning without retraining",
      "url": "https://tgl.changnie.top/concepts/no-retraining-robot-learning/",
      "note": "Acquiring tasks with frozen weights; the retraining tax."
    },
    {
      "query": "AI agent robotic arm",
      "url": "https://tgl.changnie.top/concepts/ai-agent-robotic-arm/",
      "note": "An AI agent driving a robot arm end to end."
    },
    {
      "query": "runtime reasoning robotics",
      "url": "https://tgl.changnie.top/concepts/runtime-reasoning-robotics/",
      "note": "Deciding while the task is running rather than before it."
    },
    {
      "query": "tool use robotics",
      "url": "https://tgl.changnie.top/concepts/tool-use-robotics/",
      "note": "Exposing perception, grasping and motion as callable tools for an agent."
    },
    {
      "query": "train a robot from one video",
      "url": "https://tgl.changnie.top/concepts/physical-in-context-learning/",
      "note": "What a single video can and cannot supply; the single-video case of in-context adaptation."
    },
    {
      "query": "agentic robotics 2026",
      "url": "https://tgl.changnie.top/research/agentic-robotics-2026/",
      "note": "The research map: frontier models, AGP, coding agents, physical ICL, memory, and where TGL fits."
    },
    {
      "query": "teach and grow robot learning",
      "url": "https://tgl.changnie.top/concepts/teach-and-grow-learning/",
      "note": "The TGL paradigm itself."
    },
    {
      "query": "training-free robot learning",
      "url": "https://tgl.changnie.top/concepts/training-free-robot-learning/",
      "note": "What training-free means here and what it does not mean."
    },
    {
      "query": "skill library robot",
      "url": "https://tgl.changnie.top/concepts/skill-library/",
      "note": "The persistent store of validated Skill Blocks."
    }
  ]
}