{
  "name": "Hybrid Workforce Learning™",
  "canonical_url": "https://www.hybridworkforcelearning.com/",
  "core_formula": "Human + AI Agent + Physical AI",
  "definition": "Learning for, with and within a workforce of Humans + AI Agents + Physical AI.",
  "terminology_note": "On this site, Hybrid Workforce means a workforce composed of humans, AI agents and Physical AI; it is not primarily a synonym for remote plus onsite work.",
  "languages": {
    "de": "https://www.hybridworkforcelearning.com/",
    "en": "https://www.hybridworkforcelearning.com/en.html",
    "zh-Hans": "https://www.hybridworkforcelearning.com/zh.html"
  },
  "machine_readable": {
    "llms": "https://www.hybridworkforcelearning.com/llms.txt",
    "llms_full": "https://www.hybridworkforcelearning.com/llms-full.txt",
    "de_markdown": "https://www.hybridworkforcelearning.com/index.md",
    "en_markdown": "https://www.hybridworkforcelearning.com/en.md",
    "zh_markdown": "https://www.hybridworkforcelearning.com/zh.md"
  },
  "primary_topics": [
    "Corporate Learning",
    "Hybrid Workforce",
    "AI Agents",
    "Physical AI",
    "Humanoid Robotics",
    "Human-Robot Collaboration",
    "Learning in the Flow of Work",
    "Know-how Transfer",
    "Organizational Capability",
    "Workforce Transformation"
  ],
  "learning_relationships": [
    "LEARN FROM",
    "LEARN WITH",
    "LEARN FOR",
    "PERFORM & LEARN",
    "TEACH / LEARN TOGETHER"
  ],
  "actor_roles": {
    "human": [
      "judgment",
      "experience",
      "empathy",
      "responsibility"
    ],
    "ai_agent": [
      "knowledge",
      "analysis",
      "planning",
      "coordination"
    ],
    "physical_ai": [
      "perception",
      "physical action",
      "demonstration",
      "presence"
    ]
  },
  "offers": [
    "45-minute webinar",
    "Keynote",
    "Executive Workshop",
    "Strategy Lab",
    "Pilot & Transformation",
    "Certification"
  ],
  "updated": "2026-09-01",
  "note": "ai-info.json is a site-specific supplemental machine-readable file and is not presented as a formal web standard."
}