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Figure ran its Helix 2.5 vision-language-action (VLA) model on Figure 03 robots in 30 rented Bay Area homes the robot had never seen, across three tasks — tidying a living room, making a bed, folding towels. Of 420 trials, 237 were graded full successes (56%): bed-making 67% (94/140), towel-folding 62% (87/140), toy-tidying 40% (56/140), with strict no-partial-credit grading. The ablation is the headline: an identical model trained without pretraining on Index, Figure's human-behavior data engine, scored 9% — a +522% lift from the human-data stage. Figure says Helix 2.5 matched Helix 02's single-site success with roughly half the adaptation data, that a human-to-robot transfer scaling law predicted the largest training run's loss before training began, and that Index now generates ~35 minutes of new human experience per second. Figure has committed $3.5B of compute to Helix under the Nscale deal covered in the Sept 10 digest. CEO Brett Adcock teased an 'AI breakthrough' on X on Sept 16.
Why it matters: The skeptics have a fair point that should travel with the numbers: Sunday Robotics' Tony Zhao and others note 56% still means failing about half the time, and Alphasignal flags that the evaluation is self-reported — no independent replication, no released weights, API, price or ship date. Even discounted, this is the most rigorous public zero-shot home evaluation any humanoid maker has published, and rivals now have to answer the human-to-robot transfer scaling-law claim.
Toyota told investors earlier this month that factory automation across its group companies and major suppliers could cost about ¥1 trillion ($6.4B) per year from 2028, Reuters reported Sept 18; CNBC confirmed. The program covers roughly 400,000 robots — replacements plus new installations — spanning humanoid and conventional machines. Precision matters: at least one Chinese outlet headlined this as 'Toyota to deploy 400,000 humanoid robots', which is a mistranslation — the 400k figure is the total installed-base plan, not a humanoid order. Bernstein analysts nonetheless expect more frequent robotics announcements from Toyota from here.
Why it matters: Automakers are quietly becoming the humanoid industry's anchor customer segment: Hyundai is deploying humanoids at its Georgia plant from 2028, and now Toyota has put an annual budget number on automation. A ¥1T/yr run-rate across one OEM ecosystem is the demand-side anchor that capability stories like Figure's need.
Sources: reuters.com cnbc.com
Tesla's Optimus team landed in Ningbo on Sept 16 and began supplier audits on Sept 17 covering design, engineering, procurement and supplier management, 21st Century Business Herald reported via eastmoney. The visits span suppliers in Ningbo, Shanghai and Xiamen, and orders have reportedly been placed. A first audit round ran in September last year ahead of the Gen3 design. The same report claims Tesla is targeting roughly 50,000 Optimus units this year for gigafactory deployment — flag that as the outlet's claim: it conflicts with earlier reporting of ~15,000-unit component orders, and the higher number should be treated with caution.
Why it matters: A fresh audit round with orders attached is the clearest public signal yet that the Optimus ramp is moving from prototype to procurement — and that the actuator and component supply chain covered all week (ENCOS, Quanzhibo, Zongwei) is about to be volume-tested.
Sources: fund.eastmoney.com
Xiaomi founder Lei Jun visited Unitree's Hangzhou headquarters on the evening of Sept 14, hosted by CEO Wang Xingxing, and personally kick-tested a humanoid — it held its balance; the clip trended on Weibo, Cai Tian COVER reported Sept 18. Unitree shares gained 9.57% across Sept 15–18, recovering near a ¥200B market cap after the post-IPO slide covered in the Sept 16 digest. Underlying fundamentals from the same report: H1 revenue ¥1.152B (+48.5% YoY), ex-items profit ¥244M (-19.3%), 2025 R&D ratio 8.53%, and an IPO-day float of just 7.44%.
Why it matters: The visit reads as a Xiaomi-ecosystem endorsement of China's humanoid volume leader and was enough to reverse a selloff — but the thin 7.44% float amplifies moves in both directions, and the profit decline says the growth story remains expensive.
Sources: 163.com
Tags: unitree xiaomi market-data china
At the China Robot Summit in Hangzhou (Sept 17–18), Siasun founder Qu Daokui set the tone: the industry is past grand narratives and into real deployment. Galaxea's Shen Xin said the company holds 1,000+ real-production orders for 2026 across e-commerce, industrial and logistics, and detailed the JD fully autonomous robot retail front-warehouse — mini-program ordering, hundreds-to-thousands of SKUs, flexible-bag handling. ROKAE's Song Bin said cumulative robot shipments are ~120,000 units, with humanoid-arm shipments topping 10,000 this year. The summit also released an embodied capability-evaluation framework — a first attempt at standardizing what 'deployed' means. One write-up from the summit claimed >40,000 China humanoid shipments in H1 at a 97% share; we exclude that stat as it conflicts with tracker data published in the Sept 17 digest (~19,000 global H1 deployments).
Why it matters: Chinese humanoid vendors are now quoting order books and shipped-unit counts instead of demo reels — a maturity marker for the sector, and JD's autonomous retail warehouse is one of the first fully autonomous robot retail deployments described in operational detail.
Sources: cls.cn tidenews.com.cn
Tags: china deployment galaxea rokae industry
Faraday Future will unveil nine new robots on Sept 19 (5pm PDT) spanning humanoids, quadrupeds and mobile manipulators, with an 'All-New Futurist' humanoid going on sale and four industry solutions (K-12 education, research, security, inspection), per a Business Wire release Sept 17; it is also showing Aegis quadrupeds at IMTS Chicago this week. FF claims 552 robot units sold or shipped year-to-date at positive gross margin, with a record 158 in August — against a GuruFocus-estimated market cap of ~$7M.
Why it matters: If even part of the claim is real, a sub-$10M-market-cap company shipping hundreds of robots would be remarkable — but FF's Nasdaq delisting deadline was Sept 16 (the company was still listing and issuing releases Sept 17–18, outcome unconfirmed) and an earlier Sina analysis alleged the robots are rebadged Chinese hardware (unverified). Treat every number with caution until tomorrow's event.
Sources: sg.finance.yahoo.com
Moxin (魔芯科技), a Hangzhou 4D world-model startup founded by Zhejiang University 00后 Chen Tianrun — a school junior of DeepSeek's Liang Wenfeng — is reportedly closing a ~¥1B round at a ~¥10B valuation, its fifth of 2026, per 36Kr; the report says the round is 'about to close', so flag as unconfirmed. LiberAI (北京将闲科技) has closed a nine-figure-RMB Pre-A++ from Zhongguancun Science City, Dachen, Gaoxin and Huaying, per China Star Market — backing its UMI-style data-collection plus world-model stack. In the UK, Emulate — founded by ex-DeepMind world-model researchers Parker-Holder, McGill and Ball — is in talks to raise $700M at a ~$3B pre-money valuation, per a tmtpost roundup.
Why it matters: Three deals across two continents in one day: capital is rotating toward world models as the perceived bottleneck for embodied AI. Only LiberAI's round is confirmed closed; treat the other two as pipeline.
Sources: 36kr.com chinastarmarket.cn
Tags: world-models funding embodied-ai china uk
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