Robots learn alone.
Humans never did.

Sixth Sense Labs is building the refinement layer for embodied AI. A network where real people capture real-world experience, and every robot gets to learn from all of it.
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Partners
Act I · The problem

Every robot today
learns in a silo.
That's the bug.

Act II · 01 / Capture

From the human perspective.

Smart glasses record first-person view of real tasks. What the human sees, what their hands do, how they move. No staged demos. No simulations. Just lived experience.

Act II · 02 / Ground

Anchored in real space.

LiDAR-equipped phones capture the room in 3D from the outside, synchronized to the millisecond. Every action gets spatial ground truth, every gesture gets coordinates.

Act II · 03 / Refine

Shared across every robot.

The fused dataset feeds a public refinement layer. One any robotics team can train on, contribute to, and benefit from. Collective experience, finally compounding.

Act II of IV
Capture
Act III · The math

Built for the scale of real intelligence.

Multi-perspective capture, sub-millisecond synchronization, and outputs that drop into every major robotics pipeline.

Perspectives fused
2×
First-person and exocentric views fused into a single spatial record.
Synchronization
<1ms
Cross-device sync ensures every gesture lines up with its ground truth.
Output formats
4
HDF5, ROS Bag, RLDS, and Open X-Embodiment. Drop into any pipeline.
Models that benefit
∞
Open refinement layer. Every team trains, every team contributes.
Nothing intelligent has ever evolved alone.
Sixth Sense Labs · Founding Principle
Act IV · For engineers

Commodity hardware.
Pipeline-ready output.

Devices you already own. Formats your team already uses. No exotic dependencies.

Supported devices

  • Meta Quest Pro · Quest 3 FIRST-PERSON
  • Apple Vision Pro FIRST-PERSON
  • iPhone 12 Pro+ LIDAR · EXOCENTRIC
  • iPad Pro LIDAR · EXOCENTRIC

Output formats

  • HDF5 HIERARCHICAL
  • ROS Bag ROBOT-NATIVE
  • RLDS TENSORFLOW DS
  • Open X-Embodiment INTEROPERABLE

Natural autonomy is a team sport.