MediumPro job$500–$1,300/mo

Physical Judgment

License the micro-judgments of moving through a real space: what to pick up first, how hard to grip, when to set a load down, when a path is blocked, when a human is too close. Written traces with spatial context. Tesla Optimus, Figure, Agility, 1X, and Physical Intelligence cannot get this from YouTube alone.

Palace Wing: Physical Judgment

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.

40

Entries

21

Active Days

30

Min Days

Why Robotics & AI Companies Pay Premium

Synthetic motion looks smooth and still knocks the vase. Buyers pay for the ugly recoveries: wet floor, odd-shaped box, child in the path, ‘this looks sealed but isn’t.’

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

Spatial decision traces (JSON: scene, objects, action, force, abort_rule)

Quality Checklist
  • Minimum 40 physical scenes from places you actually work or live
  • Each includes objects, action, force/care level, and abort rule
  • Human-proximity cases included
  • No photos of faces or license plates
  • At least ten ‘I would not pick that up’ aborts
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 (4)

Tesla Optimus

Robotics
High Demand

Embodied decision traces for home and factory humanoids.

Looking for: Manipulation and proximity judgment
Accepts: JSON
Min. volume: 40+ scenes
Visit

Figure AI

Robotics
High Demand

General-purpose humanoids. Needs messy real-world physical judgment.

Looking for: Grasp, place, abort traces
Accepts: JSON
Min. volume: 40+ scenes
Visit

Agility Robotics

Robotics
High Demand

Digit in warehouses and last-mile. Pick-and-place judgment under time pressure.

Looking for: Warehouse spatial decisions
Accepts: JSON
Min. volume: 30+ scenes
Visit

Physical Intelligence

Robotics
High Demand

Foundation models for robots. Buys diverse human physical traces.

Looking for: Cross-environment manipulation judgment
Accepts: JSON
Min. volume: 40+ scenes
Visit

Ready to start building your Physical Judgment 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.