Consumer humanoids ($20K-$50K) will achieve meaningful household utility by 2028

1X NEO ($20K, Q2 2026) and Figure AI Helix 02 (household tasks from mocap) represent the first serious consumer attempts. World models + teleoperation data pipelines + progressive autonomy is a viable scaling strategy.

Confidence: 4/10 Supporting evidence:

• 1X NEO preorders at $20K consumer price point, Q2 2026 delivery Evidence: moderate (NEO)
• Figure Helix 02 handles dishwasher, laundry from mocap-trained models Evidence: moderate (Figure)
• White House demo signals political legitimacy for consumer robotics Evidence: weak (Figure)
• World model enables self-teaching through observation Evidence: moderate (NEO)

Challenging evidence:

• Safety in unstructured home environments is largely unsolved
• $20K is aspirational — $499/mo subscription may be more realistic near-term
• Task generalization beyond demonstrated capabilities remains narrow
• Home environments are far more varied than factories — each home is unique
• "Meaningful household utility" is a high bar — must do more than one or two tasks

Evolution:

• Apr 5, 2026 — Initial thesis at 4/10. The price points and demos are encouraging but homes are much harder than factories. "Meaningful utility" by 2028 probably means 5-10 reliable household tasks, which requires both hardware reliability and foundation model generalization. Most likely outcome: narrow utility (laundry, dishes) rather than general household help.

Depends on: imitation-learning, world-models, whole-body-control Would change if: 1X NEO early adopter reviews show reliable daily use for 3+ household tasks, or if safety incidents in homes cause regulatory backlash.

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