Figure AI

Type: Humanoid Robotics Company

Figure AI is building general-purpose humanoid robots designed to learn from human demonstrations and perform useful tasks in household and commercial environments. Their approach centers on imitation learning from motion capture data combined with simulation-based machine learning, targeting the full spectrum of everyday physical tasks.

Figure 02 paired with Helix 02 software demonstrated a range of household tasks: loading dishwashers, folding laundry, and handling packages. These demos moved beyond the typical "pick up a cup" benchmarks toward sustained, multi-step domestic workflows.

Figure 03 represents a hardware redesign specifically optimized for general-purpose learning from humans. Rather than iterating on existing hardware, the 03 platform was designed from the ground up to absorb and generalize from demonstration data. A White House demonstration showcased the platform's capabilities in unstructured home environments.

Key Contributions

• Helix 02 household task execution: Demonstrated dishwasher loading, laundry folding, and package handling on Figure 02 using mocap data + simulation-based ML (Figure 03 & Helix 02)
• Figure 03 general-purpose learning platform: Hardware redesign optimized for absorbing human demonstrations and generalizing across task types (Figure 03 & Helix 02)
• White House demonstration: Showcased household capabilities in unstructured environment, raising profile of general-purpose humanoid robotics (Figure 03 & Helix 02)

Mentioned In

• Imitation Learning — Mocap-based training paradigm
• Humanoid Loco-Manipulation — Household tasks require integrated locomotion and manipulation

Related Entities

• 1X Technologies — Competing humanoid platform with different learning approach (teleoperation vs. mocap)
• Unitree — Hardware platform used by researchers for similar loco-manipulation experiments