Figure rents 30 Bay Area homes to test zero-shot robot tasks; experts say long-tail reliability is the real bottleneck
chris_j_paxton · x · 2026-09-18
- Figure CEO Brett Adcock announced the company rented 30 homes in the Bay Area and is running household tasks without any new training, calling generalization to unseen places "the holy grail of robotics."
- Robotics researcher JunyaoShi congratulated Figure on robots leaving labs for homes, but stressed the field's shared challenge is generalization × reliability across the long tail — videos rarely reveal that tail, yet it determines real-world utility.
- He argues that "nines" of reliability matter even more in robotics than in LLMs: model outputs can be verified and retried by humans, but human intervention on every robot failure breaks the unit economics.
Related event: Figure Unveils Helix 2.5: Zero-Shot Household Work Across 30 Unseen Homes(27 posts)→
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