{
  "_meta": {
    "source": "https://labs.askable.com/data/",
    "generated": "2026-07-21",
    "model": "Four data types, captured to a bespoke brief. The captures listed are public examples; the full pattern library is internal, and every engagement is scoped to the lab's brief.",
    "humanPage": "https://labs.askable.com/data/",
    "engage": "https://labs.askable.com/agents/engage.md",
    "keys": "https://labs.askable.com/agents/catalogue/keys.md"
  },
  "dataTypes": [
    {
      "key": "long-horizon",
      "name": "Long Horizon Captures",
      "intro": "Complex multi-step work over hours or days",
      "trains": ["Agents", "SFT", "Multi-agent", "Tool-use"],
      "detail": ["Solo or multi-human", "Screen + reasoning", "Timestamped"],
      "description": "The most capable humans navigating the most complex real world multi-step tasks over hours or days. Solo or multi-human with handoffs, reasoning, generated assets and every action captured.",
      "exampleCaptures": [
        { "id": "s-038", "title": "Expert solo task with think-aloud", "url": "https://labs.askable.com/sample/?id=s-038" },
        { "id": "s-041", "title": "Complex booking and coordination across systems", "url": "https://labs.askable.com/sample/?id=s-041" },
        { "id": "s-044", "title": "Real human use of AI tools embedded in workflow", "url": "https://labs.askable.com/sample/?id=s-044" },
        { "id": "s-001", "title": "Expert demonstrates, user watches", "url": "https://labs.askable.com/sample/?id=s-001" },
        { "id": "s-003", "title": "Expert teaches by deliberate failure", "url": "https://labs.askable.com/sample/?id=s-003" },
        { "id": "s-005", "title": "Expert troubleshoots a user who is already stuck", "url": "https://labs.askable.com/sample/?id=s-005" },
        { "id": "s-023", "title": "Multi-expert debate on a contested question", "url": "https://labs.askable.com/sample/?id=s-023" },
        { "id": "s-028", "title": "Adversarial expert pairing (red team / blue team)", "url": "https://labs.askable.com/sample/?id=s-028" },
        { "id": "s-031", "title": "Brief writer to executor", "url": "https://labs.askable.com/sample/?id=s-031" }
      ]
    },
    {
      "key": "voice",
      "name": "Conversational Audio",
      "intro": "Multi or single human conversations",
      "trains": ["ASR", "STS", "TTS", "Voice"],
      "detail": ["Multi-language", "Dual-channel", "48 kHz"],
      "description": "Full-duplex audio: overlap, backchannel, emotion, dual-channel isolation, paired with on-screen context.",
      "exampleCaptures": [
        { "id": "ca-solo-nonnative", "title": "Solo spontaneous non-native speech", "url": "https://labs.askable.com/sample/?id=ca-solo-nonnative" },
        { "id": "ca-codeswitch", "title": "Code-switched bilingual speech", "url": "https://labs.askable.com/sample/?id=ca-codeswitch" },
        { "id": "ca-negotiation", "title": "Incentivized dual-human negotiation", "url": "https://labs.askable.com/sample/?id=ca-negotiation" },
        { "id": "ca-debate", "title": "Contested-topic multi-human debate", "url": "https://labs.askable.com/sample/?id=ca-debate" },
        { "id": "ca-human-ai", "title": "Human-AI interface conversation", "url": "https://labs.askable.com/sample/?id=ca-human-ai" },
        { "id": "ca-knowledge-transfer", "title": "Expert-novice knowledge transfer", "url": "https://labs.askable.com/sample/?id=ca-knowledge-transfer" }
      ]
    },
    {
      "key": "evals",
      "name": "Evals and Preference",
      "intro": "Human preference and decision data",
      "trains": ["Reward models", "Evals", "Preference", "Ranking"],
      "detail": ["Structured labels", "Quantifiable", "Named experts"],
      "description": "Human judgment at scale: preference rankings, side-by-side comparisons, rubric-based grading and red-team annotation, from verified, demographically precise participants.",
      "exampleCaptures": [
        { "id": "s-016", "title": "Expert grades and ranks user attempts", "url": "https://labs.askable.com/sample/?id=s-016" },
        { "id": "s-017", "title": "Expert rewrites the user's approach", "url": "https://labs.askable.com/sample/?id=s-017" },
        { "id": "s-019", "title": "Multiple experts review the same user session", "url": "https://labs.askable.com/sample/?id=s-019" },
        { "id": "s-020", "title": "Expert reviews and predicts what happens next", "url": "https://labs.askable.com/sample/?id=s-020" },
        { "id": "s-021", "title": "Without-AI versus with-AI comparison", "url": "https://labs.askable.com/sample/?id=s-021" }
      ]
    },
    {
      "key": "physical",
      "name": "Physical Skill",
      "intro": "Real-world tasks performed on camera",
      "trains": ["Video models", "World models", "Embodied"],
      "detail": ["Multimodal", "On-camera", "Technique + outcome"],
      "description": "Real-world tasks on camera: technique and outcome captured. The embodied signal you can't scrape or generate.",
      "exampleCaptures": [
        { "id": "s-063", "title": "Expert-novice walkthrough", "url": "https://labs.askable.com/sample/?id=s-063" },
        { "id": "s-064", "title": "Skill demonstration", "url": "https://labs.askable.com/sample/?id=s-064" },
        { "id": "s-065", "title": "Remote coaching session", "url": "https://labs.askable.com/sample/?id=s-065" },
        { "id": "s-066", "title": "Sign language exchange", "url": "https://labs.askable.com/sample/?id=s-066" },
        { "id": "s-067", "title": "Guided physical task", "url": "https://labs.askable.com/sample/?id=s-067" }
      ]
    }
  ]
}