← Cockpit
241_027predictionRoboticshumanoids

China will win low-end robotic hardware race

Predictor: Eric Schmidt · ep#241 "Eric Schmidt on the Robotics Race, Singularity Timeline, and Energy Shortage" · source

Prior probability
60.0%
Current probability
49.1%
evolves via intake + LBP
Conviction
4/5
Signal quality
C
Resolution
pending
Window
2026-06-01 – 2026-06-30
Edges in / out
9 / 5
Tickers exposed
29

Prediction text

China will win low-end robotic hardware race | My own view is that at least for very low cost, China is going to win that... it sure looks to me like the robotic hardware of China is the winner at the low end

Verbatim quote

From episode "Eric Schmidt on the Robotics Race, Singularity Timeline, and Energy Shortage"
My own view is that at least for very low cost, China is going to win that... it sure looks to me like the robotic hardware of China is the winner at the low end

Predictor: Eric Schmidt

κ + Brier as of 2026-05-22
κ (discount)
0.688
Brier
0.0064
excellent
Hits / Misses
3 / 0
of 3 resolved
Hit rate
100.0%
Calibration plot (stated vs observed)

Evidence about this node from Eric Schmidt is multiplied by κ in /api/intake. Lower κ = less weight; floors at 0.10 (effectively silenced) and caps at 1.00 (full weight).

Reference class

Not linked

This node isn't linked to a reference class. The Bayesian update applies without outside-view blending.

Probability over time

4 prob_history rows
0%25%50%75%100%prior 60%2026-04-302026-05-032026-05-10
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 49.1%

Milestone chain

Pre-event signals (upstream prereqs + window checkpoints) → resolution event → downstream cascades. Status/dates update from linked nodes; re-derive nightly via scripts/ops/derive_milestones.py.
Leading chain: 9 fired ✓
  1. 2025-12-31hitUnitree G1 priced at $16,000 — leading low-cost humanoid mass-shipping
    How: Unitree G1 publicly priced at <=$20,000; >=5,000 units shipped in calendar year
    Source: Humanoid.guide — Comparing 3 robot launches: Figure 03, 1x Neo, XPENG IRON, Unitree H2conf 97%
    Notes: HIT — Unitree G1 at $16K (vs Figure 03 ~$200K and Tesla Optimus est. $20-30K). Direct evidence China leads low-end.
  2. 2025-12-31hitUnitree ships 5,500+ humanoids in 2025 — global mass-production lead
    How: Unitree discloses or third-party confirms >=5,000 humanoid units shipped in 2025
    Source: Humanoid.press / Humanoid.guide reportingconf 92%
    Notes: HIT — Unitree leads global humanoid mass production with 5,500+ shipments in 2025.
  3. 2026-02-25hitXPENG breaks ground on 110,000 sqm Guangzhou humanoid mass-production facility Q1 2026
    How: XPENG breaks ground on dedicated humanoid mass-production facility per Q1 2026 announcement
    Source: CnEVPost — Xpeng to break ground on humanoid robot factory in Q1, mass delivery 2026conf 93%
  4. 2026-04-15hitXPENG IRON ET1 first prototype rolls off production line
    How: XPENG announces first ET1 IRON humanoid built to automotive-grade standards leaves production line
    Source: Interesting Engineering — Xpeng hits mass-production milestone with first ET1 humanoidconf 92%
  5. 2026-07-20pendingOptimus 3 production starts summer 2026
  6. 2026-09-01 → 2027-03-31pendingUnitree ships 10,000-20,000 humanoid units in 2026
    How: Unitree 2026 annual shipments confirmed >=10,000 humanoid units
    Source: Humanoid.guide trackingconf 72%
    Notes: Pending — guidance is 10K-20K target for 2026; needed to confirm continued lead at low end.
  7. 2026-06-01 → 2027-12-31pendingUS/Western humanoid <$30K price point reaches mass production
    How: Any US/EU manufacturer (Figure, 1X, Boston Dynamics, Apptronik, Tesla Optimus) ships >=1,000 humanoids at <=$30K consumer price
    Source: Humanoid.press, manufacturer filingsconf 30%
    Notes: Cascade — required to FALSIFY Schmidt's thesis. Currently no Western competitor close to Unitree's $16K.

What if this resolves?

Clamp this prediction TRUE or FALSE and run a counterfactual Gibbs sample. Surfaces the predictions whose marginals shift most under that assumption.
(live posterior: 49%)

Click a button to clamp this prediction and run a Gibbs sample. Returns the predictions whose marginals shift most. ~30s per run; ideal for stress-testing "if X resolves, what else moves?"

Evidence chain

Every probability update with full Bayesian provenance — chronological, latest first
LBP2026-05-10T02:00:02Z49.1%-1.3pp
Network propagation: 50.5% → 49.1%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z50.5%-2.1pp
Network propagation: 52.6% → 50.5%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z52.6%-3.1pp
Network propagation: 55.6% → 52.6%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z55.6%-4.4pp
Network propagation: 60.0% → 55.6%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v1 · run 592311ef

Network propagation neighbors

Top edges sorted by latest LBP cross-impact
All propagation →

Top incoming (parents)

Edges that influence THIS node's belief

KindNodeTheir probP(c|s=T)P(c|s=F)Δ implied
prereq247_042
Professional Robotics League first US match on April 19, 202Alex Wissner-Gross
65.0%0.6000.050-0.088
killerTK09
Energy Grid Cap (Data Center Power Wall)
35.0%0.0500.600-0.084
prereq234_012
Anthropic revenue will cross OpenAI revenue in middle of 202Peter Diamandis
67.1%0.6000.050-0.076
killerTK06
China-Taiwan Military Conflict
8.0%0.0500.600+0.065
killerTK02
AI Compute Supply Shock (TSMC/Taiwan Disruption)
12.0%0.0500.600+0.043

Top outgoing (children)

Predictions THIS node influences

KindNodeTheir probP(c|s=T)P(c|s=F)Δ implied
prereq235_019
Fast food chains will bring in humanoid robots very shortly Peter Diamandis
12.8%0.6500.050+0.212
prereq240_037
Amazon Zoox Robotaxi will launch in LA in 2027Peter Diamandis
23.5%0.6500.050+0.104
prereq239_011
Optimus 3 production starts summer 2026Elon Musk
22.5%0.5500.050+0.067
prereq241_029
Humanoid robot assembly of rockets is beyond current robots Eric Schmidt
27.9%0.6000.050+0.036
prereq247_043
Humanoid robots will be utterly transformative for 2/3 of USAlex Wissner-Gross
26.2%0.5000.050+0.005

Ticker exposure

29 ticker(s) linked

Beneficiaries (24)

LYSCFSERVFANUYMPNVDAHSEHYRNSHFALNTCGNXIRBTUSARSYMMIELYAMZNBYDDYHYMTFIFNNYABBNYPHSTMTELTERTSLATXN

Adverse (5)

RHIMANKELYAKFYTNET

Prerequisites (9)

Predictions that must hit first
TypePredTitleDomainLag
prereqSEM_008Training runs costing $10 billion for a single model will commence sometime in 2025.AI
prereq247_042Professional Robotics League first US match on April 19, 2026 in BostonRobotics
prereq234_012Anthropic revenue will cross OpenAI revenue in middle of 2026Markets/Stocks
prereqSEM_012Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cursor, Claude Code) across engineering.AI/Manufacturing
prereqSEM_0422025 will be the definitive year that agentic systems finally hit the mainstream.AI/Agents
killerTK09Energy Grid Cap (Data Center Power Wall)
killerTK08Humanoid Capital Collapse (Figure/Apptronik Flop)
killerTK02AI Compute Supply Shock (TSMC/Taiwan Disruption)
killerTK06China-Taiwan Military Conflict

Dependents (5)

Predictions enabled by this
TypePredTitleDomainLag
prereq235_019Fast food chains will bring in humanoid robots very shortly to replace workers.Robotics
prereq240_037Amazon Zoox Robotaxi will launch in LA in 2027Auto/Transport
prereq241_029Humanoid robot assembly of rockets is beyond current robots for a long timeRobotics
prereq239_011Optimus 3 production starts summer 2026Robotics
prereq247_043Humanoid robots will be utterly transformative for 2/3 of US services sectorRobotics

Linked documents (10)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.684polymarketWill a Chinese AI model become #1 by June 30? 2%mentionspending2025-11-11
0.683polymarketWill Alibaba have the best AI model at the end of June 2026?0%mentionspending2025-10-10
0.680polymarketWill Baidu have the best AI model at the end of June 2026?0%mentionspending2025-10-10
0.680polymarketWill Alibaba have the best AI model at the end of May 2026?0%mentionspending2026-04-13
0.679polymarketWill Baidu have the best AI model at the end of May 2026?0%mentionspending2026-04-13
0.655manifoldWill a bot win prize drawing this year?37%mentionspending2026-05-05
0.633manifoldAltar of Champions 2026 Winner?mentionspending2026-05-16
0.630manifoldResult of MrBeast red/blue button poll?mentionspending2026-04-28
0.617manifoldWho will win Startup World Cup Silicon Valley Regional 2026?mentionspending2026-05-08
0.609manifoldWill a Manifolder win the Summer Metaculus Cup35%mentionspending2026-05-04

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "url": "https://www.youtube.com/watch?v=DpwmmXmzvfo",
  "mode": "PREDICTION",
  "role": "Guest-CEO",
  "caveats": "only low end, not industrial/high-end robots",
  "context": "China is going to win that... the robotic hardware of China is the winner at the low end",
  "to_year": 2026,
  "verbatim": "My own view is that at least for very low cost, China is going to win that... it sure looks to me like the robotic hardware of China is the winner at the low end",
  "conv_cues": "My own view",
  "direction": "HAPPEN",
  "from_year": 2026,
  "timeframe": "near future",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "Unitree G1 priced at $16,000 — leading low-cost humanoid mass-shipping",
      "notes": "HIT — Unitree G1 at $16K (vs Figure 03 ~$200K and Tesla Optimus est. $20-30K). Direct evidence China leads low-end.",
      "source": "Humanoid.guide — Comparing 3 robot launches: Figure 03, 1x Neo, XPENG IRON, Unitree H2",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -9,
      "source_id": null,
      "confidence": 0.97,
      "source_url": "https://humanoid.guide/comparing-3-robot-launches-figure-03-1x-neo-xpeng-iron-and-the-unitree-h2/",
      "expected_date": "2025-08-31",
      "observed_date": "2025-12-31",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2026-04-30",
        "from": "2025-01-01"
      },
      "measurement_criterion": "Unitree G1 publicly priced at <=$20,000; >=5,000 units shipped in calendar year"
    },
    {
      "kind": "llm_pre_event",
      "label": "Unitree ships 5,500+ humanoids in 2025 — global mass-production lead",
      "notes": "HIT — Unitree leads global humanoid mass production with 5,500+ shipments in 2025.",
      "source": "Humanoid.press / Humanoid.guide reporting",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -8,
      "source_id": null,
      "confidence": 0.92,
      "source_url": "https://humanoid.guide/comparing-3-robot-launches-figure-03-1x-neo-xpeng-iron-and-the-unitree-h2/",
      "expected_date": "2025-12-31",
      "observed_date": "2025-12-31",
      "research_origin": "deep_research",
      "measurement_criterion": "Unitree discloses or third-party confirms >=5,000 humanoid units shipped in 2025"
    },
    {
      "kind": "llm_pre_event",
      "label": "XPENG breaks ground on 110,000 sqm Guangzhou humanoid mass-production facility Q1 2026",
      "source": "CnEVPost — Xpeng to break ground on humanoid robot factory in Q1, mass delivery 2026",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -7,
      "source_id": null,
      "confidence": 0.93,
      "source_url": "https://cnevpost.com/2026/02/25/xpeng-to-break-ground-on-humanoid-robot-factory-q1/",
      "expected_date": "2026-02-14",
      "observed_date": "2026-02-25",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2026-03-31",
        "from": "2026-01-01"
      },
      "measurement_criterion": "XPENG breaks ground on dedicated humanoid mass-production facility per Q1 2026 announcement"
    },
    {
      "kind": "llm_pre_event",
      "label": "XPENG IRON ET1 first prototype rolls off production line",
      "source": "Interesting Engineering — Xpeng hits mass-production milestone with first ET1 humanoid",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -6,
      "source_id": null,
      "confidence": 0.92,
      "source_url": "https://interestingengineering.com/ai-robotics/xpeng-et1-humanoid-prototype-production",
      "expected_date": "2026-03-01",
      "observed_date": "2026-04-15",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2026-04-30",
        "from": "2026-01-01"
      },
      "measurement_criterion": "XPENG announces first ET1 IRON humanoid built to automotive-grade standards leaves production line"
    },
    {
      "kind": "prereq",
      "label": "Nvidia quadrupl
... (truncated)