MediumPro job$600–$1,500/mo

Egocentric Traces

License a POV episode: hands-free head or chest capture protocol, start-to-finish task, think-aloud narration as a separate track, contact/abort judgment. EgoVista ships this as LeRobot / RLDS with CV layers. Primacy ships the judgment layer those pipelines still lack — when to grip, when to stop, why. Pixel dumps stay off this experimental vault; the episode card is LeRobot-shaped JSON.

POV capture protocol

Same rules EgoVista and JumpTask POV tasks use. Primacy adds abort judgment, instant usable-hour QA, and a graph bind.

Hands-free POV

Head or chest mount. Phone not in-hand. Start-to-finish at normal speed.

No faces

No faces, mirrors, plates, or screens with personal data. Blur before any video leaves the device.

Think-aloud track

Narration is a separate field. Licensed for model training only — no voice cloning or synthesis.

No MP4 here

This vault stores the episode card (LeRobot-shaped JSON). Pixel capture stays on your device until a license job completes.

Pay is shown before you start. Rejects are unpaid and deleted. Open Physical Capture · Footage licence

Buyer dataset card

Shaped for Hugging Face LeRobot v3 and Open X-Embodiment RLDS language fields. No MP4 shards in this experimental vault — judgment traces, not EgoVista CV layers.

Format
LeRobot-shaped episode JSON + RLDS step card (task, narration, action, abort, privacy, QA). No MP4 in-app.
Privacy
No faces. No addresses. Narration: training only, no cloning.
QA
Readiness is entries × unique days × quality. Clips that miss the protocol do not list.
Uncertainty
Human-written. Not 2D/3D hand pose, depth, or segmentation ground truth.
  • · Minimum 25 episodes from tasks you actually do
  • · Hands-free POV declared (head or chest) — phone not in-hand
  • · No faces, mirrors, plates, or screens with personal data
  • · Think-aloud narration is a separate field (voice licensed for training only — no cloning)

Palace Wing: Egocentric Traces

This venue is a Wing in your Human architecture. Every exercise creates Rooms organized by Hall type. Data quality is tracked via Knowledge Graph triples.

Halls populated: Facts, Events, Discoveries, Preferences, Advice
Tunnels form when you work across multiple venue Wings

Readiness Requirements

Meet all milestones to unlock buyer engagement. Hybrid threshold — both content volume AND time consistency required.

25

Entries

21

Active Days

30

Min Days

Why Robotics & AI Companies Pay Premium

JumpTask now pays $5–$20/hr for unlabeled POV chores. Robotics teams (EgoVista, Physical Intelligence, Tesla Optimus, Figure) pay more for episodes with language, abort rules, and a QA card. Synthetic video still knocks the vase.

How to Create This Content

6–10 hours initial, then 40 min/week · 4 steps · Each step builds your architecture

Output Specification

Final Deliverable Format

LeRobot-shaped episode JSON + RLDS step card (task, narration, action, abort, privacy, QA). No MP4 in-app.

Quality Checklist
  • Minimum 25 episodes from tasks you actually do
  • Hands-free POV declared (head or chest) — phone not in-hand
  • No faces, mirrors, plates, or screens with personal data
  • Think-aloud narration is a separate field (voice licensed for training only — no cloning)
  • Each episode has an abort / contact rule
  • Start-to-finish at normal speed, not a highlight reel
AAAK Buyer Preview

When readiness is achieved, an AAAK-compressed summary of your data is generated for buyer evaluation — privacy-preserving, compact, and instantly readable by any AI system.

Active Buyers (5)

EgoVista

Robotics
High Demand

European egocentric data layer. LeRobot / RLDS. Pays for usable manipulation footage with narration.

Looking for: POV episodes with think-aloud and abort rules
Accepts: LeRobot v3 / RLDS-shaped JSON
Min. volume: 25+ episodes
Visit

Physical Intelligence

Robotics
High Demand

Robot foundation models. Buys diverse human physical traces.

Looking for: Cross-environment POV judgment
Accepts: LeRobot-shaped JSON
Min. volume: 25+ episodes
Visit

Figure AI

Robotics
High Demand

Humanoids need messy first-person recoveries, not studio demos.

Looking for: Home and light-industrial POV traces
Accepts: JSON
Min. volume: 25+ episodes
Visit

Tesla Optimus

Robotics
High Demand

Embodied AI. First-person household and factory manipulation.

Looking for: Hands-free POV with abort rules
Accepts: JSON
Min. volume: 25+ episodes
Visit

JumpTask (Hiville)

AI Company

Now collecting first-person video at 18M-user scale. Buys structured episode cards, not raw chores.

Looking for: QA-scored POV episode metadata
Accepts: JSON
Min. volume: 25+ episodes
Visit

Ready to start building your Egocentric Traces Wing?

Open the Data Builder to complete guided exercises. Each entry builds Rooms, Halls, and Knowledge Triples in your Human architecture — reaching buyer readiness in 30–60 days.