The signals · Humanoid robotics · Context · Data Dependency

Data Dependency in humanoid robotics: 37 signals in the last 90 days

Context: Data Dependency · latest 30 Oct 2026

37 signals in humanoid robotics carried the tag Data Dependency in the last 90 days, out of 117 in the last thirteen months. October 2026 had 3 signals against an average of 16 for Jul to Sept: down 81%. Named most often: Figure (9), AgiBot (3), Apptronik (2). Below: the count per month, the companies named most, and the latest headlines with outlet and date. Frontier Tech Intelligence reads 100+ sources in eleven languages every day and tags every signal it extracts.

Signals per month

8May
14Jun
13Jul
15Aug
19Sept
3Oct
0Nov

October 2026 had 3 signals against an average of 16 for Jul to Sept: down 81%. The current month is partial.

The latest headlines

  1. Tesla job listings reveal motion-capture and multi-shift data collection for OptimusHumanoids Daily · Tesla
  2. Generative Bionics will keep industrial humanoid data, model training, and validation within Europe.Robot News · Generative Bionics
  3. Shanghai AI Laboratory, Zhejiang University, and Shanghai Jiao Tong University built the 100-hour EgoExplorer human-activity dataset.Robot News
  4. Humanoid robotics has been estimated to be 200,000 times more complex than fully autonomous driving.ARK Invest
  5. Delta Intelligence is collecting whole-body data for its humanoid robots.Humanoids Daily
  6. China’s embodied-AI dataset quality standard is scheduled to take effect on November 1, 2026.Pandaily
  7. Fraunhofer identified AI-based robotics as a growth sector beyond humanoid robots.Heise
  8. Proception AI pairs ProHand 1.0 with ProGlove for collecting human hand-motion data.humanoid.guide
  9. Apptronik opened Robot Park to collect Apollo 2 training data.humanoid.guide · Apptronik, Google DeepMind
  10. Avatar uses recorded operator sessions to train Vision Language Action models.humanoid.guide

Members see every signal with its source, the body and the company file behind each name, filtered by tag, source and date.

Named most often, last 90 days

9Figure3AgiBot2Apptronik2Google DeepMind2Xpeng1CasiaHand1Galbot1Generative Bionics

Data Dependency elsewhere

AI infrastructure 183Robotics 66The space industry 6

Humanoid robotics by context

Manufacturing Scale-up 109Capability Expansion 99Performance Benchmark 89Data Dependency 37Technological Feasibility 21Technological Breakthrough 18Infrastructure Requirement 16Competitive Dynamics 13Safety Concern 13Cost Barrier 12Geopolitical Risk 10Technical Limitation 10Timeline Acceleration 9Reliability Issue 8Scalability Challenge 8Regulatory Hurdle 6Valuation Impact 5Adoption Barrier 3Supply Chain Constraint 3Timeline Delay 3Policy Change 2Business Model Shift 1Material Shortage 1

Questions this page answers

How much data dependency activity was there in humanoid robotics in the last 90 days?

37 data dependency signals in humanoid robotics in the last 90 days, 117 in the last thirteen months. October 2026 had 3 signals against an average of 16 for Jul to Sept: down 81%. Per month: May 8, Jun 14, Jul 13, Aug 15, Sept 19, Oct 3, Nov 0. Frontier Tech Intelligence, from 100+ sources.

Which humanoid robotics companies were named most in data dependency signals recently?

Named most in the last 90 days: Figure (9), AgiBot (3), Apptronik (2), Google DeepMind (2), Xpeng (2).

What are the latest data dependency signals in humanoid robotics?

Tesla job listings reveal motion-capture and multi-shift data collection for Optimus (Humanoids Daily, 30 Oct 2026) Generative Bionics will keep industrial humanoid data, model training, and validation within Europe. (Robot News, 29 Oct 2026) Shanghai AI Laboratory, Zhejiang University, and Shanghai Jiao Tong University built the 100-hour EgoExplorer human-activity dataset. (Robot News, 27 Oct 2026)

The counts are public. The signals behind them are the product.

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