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4/5, 1 minGolden: labels checked by hand

PlumbingElectricalExocentricJKHAEF;

Evidence trail

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: 14s, Lighting: Good, Sharpness: Sharp, Camera steadiness: Steady, Hands in frame: 83%

    Seller entered: no labels

    Filmed live in the app: challenge passed (show 2 fingers), hand tracking covers 100%, motion sensors not available on this device

  2. Open-source models labelled it on the device

    Objects: person 77%, chair 52%

    Scene: oxygen mask 32%, torch 25%, barbell 23%, abaya 14%

  3. Model proposed (kimi-k2.5)

    Review did not run: KIMI_API_KEY is not set

  4. Scored and priced

    Score 3/5 from technical 92%, labels 0%, no model score

    Market rate $5/h, listed at $5

  5. Seller checked every label by hand: golden clip

    Corrected: task, industry, perspective, outcome, tools

    Score 3 to 4

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Who filmed it

test1. Electrician, 3 years. Journeyman

Credential (self-declared, not yet checked): Registered Electrician Grade B

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

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