experiment · 12 · robotics frontier

Humanoid Robotics Frontier

The signal layer for the humanoid + general-purpose robotics race. 18 hand-picked YouTube channels grouped by role — the labs shipping the hardware, the commentators metabolizing the capability deltas, and the research feeds explaining the papers underneath. Subscriber + upload stats refresh nightly through the same pipeline that runs the HiFi trends dashboard.

10 labs · 6 commentators · 2 research · seeded 2026-06-03

First-party humanoid + robotics builders. The source.

Boston Dynamics

@bostondynamics

Atlas. Spot. Stretch. The canonical humanoid + quadruped lab.

subs
3,430,000
videos
186
views
878,978,416
open channel latest · 2026-06-02

Tesla

@Tesla

Optimus drops first-party. AI Day, factory clips.

subs
2,940,000
videos
515
views
373,470,961
open channel latest · 2026-05-21

Unitree Robotics

@UNITREEROBOTICS

G1, H1, Go2. The price-disruptor out of Hangzhou.

subs
1,880,000
videos
84
views
297,962,021
open channel latest · 2026-05-25

Figure

@figureai

BMW production-floor humanoid. Figure 02, Helix VLA.

subs
244,000
videos
43
views
17,149,809
open channel latest · 2026-05-23

Sophia · Hanson Robotics

@SophiaTheRobot

Conversational humanoid. The press-cycle benchmark.

subs
73,300
videos
139
views
9,165,591
open channel latest · 2026-05-27

Agility Robotics

@AgilityRobotics

Digit. Bipedal logistics at Amazon, GXO.

subs
65,900
videos
140
views
9,828,990
open channel latest · 2026-05-27

Sanctuary AI

@SanctuaryAi

Phoenix. Carbon human cognition stack. Vancouver.

subs
10,300
videos
71
views
641,415
open channel latest · 2026-04-01

1X Technologies

@1Xtech

NEO Gamma. Soft-skin home humanoid. OpenAI-backed.

subs
2
videos
1
views
27
open channel latest · 2022-12-09

Apptronik

@apptronik

Apollo. Mercedes manufacturing pilot. Austin-based.

subs
1
videos
views

Ameca · Engineered Arts

@AmecaRobot

The expressive face of robotics. Falmouth, UK.

subs
videos
2
views
5
open channel latest · 2023-03-14

Aggregators and weekly roundups. Capability-delta watchers.

ColdFusion

@ColdFusion

Long-form tech explainers. Robotics covered with context.

subs
5,200,000
videos
569
views
563,699,845
open channel latest · 2026-06-02

AI Search

@theaisearch

Curated AI demo reels. Lean editorial voice.

subs
681,000
videos
453
views
59,242,432
open channel latest · 2026-06-02

AI Revolution

@airevolutionx

Weekly humanoid + AI roundup. Bias toward demo clips.

subs
549,000
videos
849
views
72,219,180
open channel latest · 2026-06-01

The Tesla Space

@TheTeslaSpace

Tesla + Optimus beat. Daily, biased-bullish.

subs
527,000
videos
629
views
104,101,643
open channel latest · 2026-05-27

The AI GRID

@TheAIGRID

Daily model + robotics drops. High-volume scanner.

subs
393,000
videos
941
views
66,749,139
open channel latest · 2026-06-02

Wes Roth

@WesRoth

Frontier-AI news cadence. Sharp on capability deltas.

subs
320,000
videos
816
views
53,894,277
open channel latest · 2026-06-02

Paper digests and institutional engineering coverage.

Two Minute Papers

@TwoMinutePapers

Karoly Zsolnai-Feher. Vision/robotics paper digests.

subs
1,810,000
videos
1066
views
166,161,946
open channel latest · 2026-06-02

IEEE Spectrum

@IEEESpectrum

Institutional robotics & engineering coverage.

subs
155,000
videos
1205
views
78,269,943
open channel latest · 2026-05-04

This vertical is in the lab. The production version — cross-referenced against citations, scoring, and momentum signals — will surface on the MadCool network's research surface when the dataset matures.

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