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229_005predictionRoboticshumanoids

The global humanoid robotics industry will consolidate to far fewer than 10 players.

Predictor: Brett Adcock · ep#229 "The Humanoid Takeover: $50T Market, Figure's Full Body Autonomy, and Robots in Dorms #229" · source

Prior probability
62.0%
Current probability
36.5%
evolves via intake + LBP
Conviction
4/5
Signal quality
B
Resolution
pending
Window
2026-04-30 – 2028-11-30
Edges in / out
5 / 0
Tickers exposed
29

Prediction text

The global humanoid robotics industry will consolidate to far fewer than 10 players. | I think it happens in every industry like this especially in deep tech. This will all consolidate down to a few groups globally. Do you have a guess? Is it a a triopoly?... always seems far far less than 10. Far less than 10. Yeah. Globally.

Watch events: Figure 03 shipment volume; BMW, 2nd customer deployment count

Verbatim quote

From episode "The Humanoid Takeover: $50T Market, Figure's Full Body Autonomy, and Robots in Dorms #229"
I think it happens in every industry like this especially in deep tech. This will all consolidate down to a few groups globally. Do you have a guess? Is it a a triopoly?... always seems far far less than 10. Far less than 10. Yeah. Globally.

Resolution evidence

Status: pending

Humanoid consolidation to <10 players globally — Figure, Tesla, 1X, Boston Dynamics, Unitree, Agility, Apptronik, Sanctuary = 8 major. Call tracking.

Predictor: Brett Adcock

κ + Brier as of 2026-05-22
κ (discount)
0.773
Brier
0.0040
excellent
Hits / Misses
5 / 0
of 6 resolved
Hit rate
83.3%
Calibration plot (stated vs observed)

Evidence about this node from Brett Adcock 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: humanoid_commercial_volume

Linked via embedding similarity 0.701

>10,000 unit cumulative deployment of humanoid robot SKU within 3 years of debut

Base rate
10.0%
0/3 historical
Inside weight
Outside weight
no pull
inside 36.5% → blend 36.5% 0.0pp)

Tetlock-style outside view: at TRF=1 (just predicted), outside view dominates (w_in=0.3). At TRF=0 (deadline), inside view dominates (w_in=1.0). The blend regularizes overconfident inside views toward the historical base rate.

Probability over time

6 prob_history rows
0%25%50%75%100%prior 62%2026-04-302026-04-302026-05-10
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 36.5%

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: 7 pending
  1. 2026-06-30pendingThree humanoid players cross $20B valuation by mid-2026
    How: At least 3 of {Figure, Tesla Optimus, 1X, Apptronik, Unitree, Agility, Boston Dynamics} command implied valuation >=$20B in private/public markets
    Source: https://www.humanoidsdaily.com/news/the-adcock-triad-inside-the-1m-a-month-sprint-to-general-roboticsconf 80%
    Notes: Figure $39B; Tesla Optimus implied multi-tens-of-billions; 1X / Apptronik tracking similar.
  2. 2026-01-01 → 2027-06-30pendingFirst sub-scale humanoid maker shuts down or absorbs into larger player
    How: At least one funded humanoid startup (>$100M raised) ceases operations or acquired by tier-1 player — first consolidation domino
    Source: PitchBook / Crunchbase / Humanoids Dailyconf 70%
  3. 2026-10-23pendingQ1 window check-in (25%)
  4. 2027-04-18pendingQ2 window check-in (50%)
  5. 2026-12-01 → 2027-12-31pendingTop 3 humanoid players capture >70% of commercial deployment volume
    How: Public deployment data shows top 3 humanoid OEMs accounting for >=70% of total units in commercial (non-research) operation
    Source: Humanoids Daily, ABI Research, IFR World Roboticsconf 65%
  6. 2026-06-01 → 2028-12-31pendingChinese humanoid players (Unitree, UBTech, Xiaomi) carve geographic moat
    How: Geographic bifurcation locks in — Chinese OEMs dominate APAC volume while US OEMs (Figure, Tesla, 1X) lock NA/EU. May increase total survivors above 'far less than 10' if duopolies form per region.
    Source: Humanoids Daily geopolitics coverage; export-control newsconf 60%
    Notes: Counter-pressure to consolidation: trade barriers may keep more regional players alive.
  7. 2027-10-11pendingQ3 window check-in (75%)
  8. 2028-01-01 → 2028-12-31pendingIndustry settles to <=6 global players by 2028 end
    How: Six or fewer humanoid OEMs globally with >1,000 units/year production capacity — operationalizes 'far less than 10' claim
    Source: Humanoids Daily, IFR World Robotics, public 10-K filingsconf 50%

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: 36%)

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
LBP2026-05-10T02:00:02Z36.5%+1.3pp
Network propagation: 35.1% → 36.5%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z35.1%+2.6pp
Network propagation: 32.6% → 35.1%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z32.6%+12.6pp
Network propagation: 19.9% → 32.6%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
legacy v12026-04-30T16:13:50Z19.9%-12.6pp
reference_class_assigned bayesian_v2 inside=0.620 blend=0.199 w_in=0.30 humanoid_commercial_volume
LBP2026-04-30T02:18:57Z32.6%+12.6pp
Network propagation: 19.9% → 32.6%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v1 · run 592311ef
legacy v12026-04-30T01:56:50Z19.9%-42.1pp
reference_class_assigned bayesian_v2 inside=0.620 blend=0.199 w_in=0.30 humanoid_commercial_volume

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
killerTK08
Humanoid Capital Collapse (Figure/Apptronik Flop)
22.0%0.0500.620+0.130
prereqS_HUMANOID_ENTERPRISE_2028
Humanoid R2: 100K+ enterprise by Nov 2028
50.0%0.6200.050-0.030

Top outgoing (children)

Predictions THIS node influences

No outgoing edges.

Ticker exposure

29 ticker(s) linked

Beneficiaries (24)

LYSCFSERVFANUYMPNVDAHSEHYRNSHFALNTCGNXIRBTUSARSYMMIELYAMZNBYDDYHYMTFIFNNYABBNYPHSTMTELTERTSLATXN

Adverse (5)

RHIMANKELYAKFYTNET

Prerequisites (5)

Predictions that must hit first
TypePredTitleDomainLag
prereqS_HUMANOID_ENTERPRISE_2028Humanoid R2: 100K+ enterprise by Nov 2028humanoid_deployment
correlateS_HUMANOID_FACTORY_2026Humanoid R1: 10K+ factory units by Nov 2026humanoid_deployment
correlateS_HUMANOID_CONSUMER_2030Humanoid R3: 1M+ consumer by Nov 2030humanoid_deployment
correlateS_HUMANOID_MASS_2033Humanoid R4: 10M+ cumulative by Dec 2033humanoid_deployment
killerTK08Humanoid Capital Collapse (Figure/Apptronik Flop)

Dependents (0)

Predictions enabled by this
TypePredTitleDomainLag
No dependents

Linked documents (10)

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Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "qty": "<10 players globally",
  "url": "https://www.youtube.com/watch?v=S_fXhVT67Uw",
  "mode": "FORECAST",
  "role": "Guest-CEO",
  "context": "What's what do you think is going to happen with all the robot companies today? Um I think it happens in every industry like this especially in deep tech. This will all consolidate down to a few groups globally.",
  "verbatim": "I think it happens in every industry like this especially in deep tech. This will all consolidate down to a few groups globally. Do you have a guess? Is it a a triopoly?... always seems far far less than 10. Far less than 10. Yeah. Globally.",
  "conv_cues": "always seems; will all consolidate",
  "direction": "HAPPEN",
  "timeframe": "eventually (unspecified)",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "Three humanoid players cross $20B valuation by mid-2026",
      "notes": "Figure $39B; Tesla Optimus implied multi-tens-of-billions; 1X / Apptronik tracking similar.",
      "source": "https://www.humanoidsdaily.com/news/the-adcock-triad-inside-the-1m-a-month-sprint-to-general-robotics",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -7,
      "source_id": null,
      "confidence": 0.8,
      "source_url": "https://www.humanoidsdaily.com/news/the-adcock-triad-inside-the-1m-a-month-sprint-to-general-robotics",
      "expected_date": "2026-06-30",
      "research_origin": "deep_research",
      "measurement_criterion": "At least 3 of {Figure, Tesla Optimus, 1X, Apptronik, Unitree, Agility, Boston Dynamics} command implied valuation >=$20B in private/public markets"
    },
    {
      "kind": "llm_pre_event",
      "label": "First sub-scale humanoid maker shuts down or absorbs into larger player",
      "source": "PitchBook / Crunchbase / Humanoids Daily",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -6,
      "source_id": null,
      "confidence": 0.7,
      "expected_date": "2026-09-30",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2027-06-30",
        "from": "2026-01-01"
      },
      "measurement_criterion": "At least one funded humanoid startup (>$100M raised) ceases operations or acquired by tier-1 player — first consolidation domino"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q1 window check-in (25%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -5,
      "source_id": null,
      "expected_date": "2026-10-23",
      "observed_date": null
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q2 window check-in (50%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -4,
      "source_id": null,
      "expected_date": "2027-04-18",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "Top 3 humanoid players capture >70% of commercial deployment volume",
      "source": "Humanoids Daily, ABI Research, IFR World Robotics",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -3,
      "source_id": null,
      "confidence": 0.65,
      "expected_date": "2027-06-16",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2027-12-31",
        "from": "2026-12-01"
      },
      "measurement_criterion": "Public deployment data shows top 3 humanoid OEMs accounting for >=70% of total units in commercial (non-research) operation"
    },
    {
      "kind": "llm_post_event",
      "label": "Chinese humanoid players (Unitree, UBTech, Xiaomi) carve geographic moat",
      "notes": "Counter-pressure to consolidation: trade barriers may keep more regional players alive.",
      "source": "Humanoids Daily geopolitics coverage; export-control news",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -2,
      "source_id": null,
      "confidence": 0.6,
      "expected_date": "2027-09-16",
      "research_origin": "training",
      "expected_date_range": {
        "to
... (truncated)