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Person gesturing at camera

3/5, 1 minGolden: labels checked by hand

AssemblyDomesticExocentricliqwhrlqwk

Evidence trail

Model and reviewer agree on 1 of 3 labels

What was measured, what the model proposed, what a person changed, and why buyers took it. Nothing here can be edited after the fact.

  1. Observed on the device

    Resolution: 1280x720, Length: 12s, Lighting: Good, Sharpness: Sharp, Camera steadiness: Steady, Hands in frame: 100%

    Seller entered: Assembly, Domestic

    Filmed live in the app: challenge passed (show 4 fingers), hand tracking covers 100%, motion sensors not available on this device

  2. Open-source models labelled it on the device

    Objects: chair 56%, potted plant 35%

  3. Model proposed (kimi-k2.6)

    Labels: Software task, Office, Exocentric

    Skill: unclear. No tool handling or task-related technique is visible; only conversational hand gestures.

    Content score 1/5. No manipulation task visible—only a person facing the camera and gesturing No bottle, cap, or any object is present in any frame Frames show what appears to be a selfie-style video, not a task demonstration

    Flags: faces

  4. Scored and priced

    Score 3/5 from technical 92%, labels 29%, model 1/5

    Market rate $9.54/h, listed at $0.04

  5. Task check against the request

    Kimi: a different task (person gesturing while facing camera in indoor setting), completed: no. No bottle or cap-opening action is shown; the person is simply moving their hands while looking at the camera.

    Open-source detector: did not see bottle

  6. Seller checked every label by hand: golden clip

    Corrected: perspective, outcome, tools

    Score 3 to 3

    wrhwq;uhr

Who filmed it

Mr. Wong. Electrician, 14 years. Master

Credential (self-declared, not yet checked): Registered electrical worker

How it was captured, and the licence

Recorded inside the Guild app, with a live hand-motion trace.

  • The contributor keeps ownership of the footage.
  • Non-exclusive: the same clip can be licensed to other buyers.
  • The buyer may train and evaluate commercial robotics and embodied AI models on it.
  • The buyer may not resell, sublicense or publish the footage itself.
  • Not licensed for surveillance, biometric identification, or generating likenesses of the people shown.
  • Perpetual for models already trained. If the contributor withdraws the clip, no new licences are sold.

Steps

  1. person raises hands toward camera
  2. person makes small hand gestures
  3. person continues gesturing