Figure Unveils Helix 2.5: Zero-Shot Household Work Across 30 Unseen Homes

Figure released Helix 2.5, a new version of its foundation model for general-purpose humanoid robots, along with a demo on 09-18: CEO Brett Adcock shared a video showing humanoid robots working continuously for about 4 hours zero-shot across 30 real residences rented in the Bay Area. Arriving in completely unfamiliar homes, the robots began performing useful household tasks immediately, with no additional training and no data collected in these environments or on these objects.

Confirmed

• Helix 2.5 is Figure's strongest neural network to date and the first model trained on the Index platform; the Index data engine produces training data at a rate of 35 minutes per second (per Figure engineer coreylynch).
• The model can perform three types of whole-body behaviors zero-shot across 30 real homes; no training data was ever collected from these homes, so the robots had to rely entirely on generalization to handle unfamiliar environments and objects.
• Deployment followed a "zero-shot into unfamiliar homes" approach: the team rented 30 real residences in the Bay Area, and the robots started working as soon as they arrived on site.

Why it matters

• The demo attempts to answer a harder question: can a humanoid robot enter a home it has never seen and immediately start working with full-body autonomy? Zero-shot deployment validated without any home-specific data is a key step from the lab toward general-purpose household robots.

2026-09-18 ~ 2026-09-19 · 27 related posts

• Figure posts 4 hours of its humanoid doing zero-shot work in 30 rental homes — adcock_brett · 2026-09-18
• Figure rented 30 Bay Area homes to test robot generalization with no new training — Rewkang · 2026-09-18
• [source] Figure's Helix 2.5 runs zero-shot whole-body tasks across 30 unseen homes — adcock_brett · 2026-09-18
• [source] Figure ships Helix 2.5: zero-shot full-body robot behaviors across 30 real homes with zero home training data — coreylynch · 2026-09-18
• Figure ships Helix 2.5: zero-shot full-body behaviors across 30 real homes — coreylynch · 2026-09-18
• Index pretraining lifts Helix 2.5 zero-shot success from 8% to 56%, generating 50 min of data per second — coreylynch · 2026-09-18
• Figure's Brett Adcock shows robot doing zero-shot work in 30 rental homes over 4 hours — XxSpookxX · 2026-09-18
• Index pretraining lifts humanoid zero-shot success from 8% to 56% — coreylynch · 2026-09-18
• [source] Figure ablation: Index pretraining lifts robot zero-shot success from 8% to 56% — coreylynch · 2026-09-18
• Watch Helix 2.5 run zero-shot for 4 straight hours across 30 homes — coreylynch · 2026-09-18
• Figure Shows 4 Hours of Its Robot Working Zero-Shot Across 30 Unfamiliar Homes — mhdfaran · 2026-09-18
• Figure's humanoid robot completes household tasks across 30 unseen homes with no retraining — Polymarket · 2026-09-18
• Figure ships Helix 2.5, tested on 30 never-seen homes with zero prior data — xiaohu · 2026-09-18
• Figure rents 30 Bay Area homes to test zero-shot robot tasks; experts say long-tail reliability is the real bottleneck — chris_j_paxton · 2026-09-18
• Figure's Helix 2.5 hit 56% success in 30 unseen homes, vs 9% from scratch — CyberRobooo · 2026-09-18
• Figure's Helix 2.5 hits 56% zero-shot success across 30 unseen homes, vs 9% baseline — APPSO · 2026-09-18
• Figure runs humanoid robots in 30 rented Bay Area homes with no new training; predicted a $10T company — LinusEkenstam · 2026-09-18
• Figure demos zero-shot robot tasks in 30 Bay Area homes; expert says not deployable yet — m_wulfmeier · 2026-09-18
• Figure sends Helix 2.5 humanoid robots into 30 unseen homes with no retraining — minchoi · 2026-09-18
• Figure Releases 4-Hour Video of Humanoid Working Across 30 New Homes With Zero Extra Training — Distinct-Question-16 · 2026-09-19
• Figure runs zero-new-training robot tasks across 30 rented Bay Area homes, hinting at 'baby RGI' — DeryaTR_ · 2026-09-19

6 near-duplicate retellings: inductionheads · coreylynch · xiaohu · curiousinquirer007 · rohanpaul_ai · adcock_brett