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229_019predictionRoboticshumanoids

Humanoids will dominate the plurality of all robots; other form factors will be niche.

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

Prior probability
50.0%
Current probability
30.4%
evolves via intake + LBP
Conviction
3/5
Signal quality
C
Resolution
pending
Window
2026-04-30 – 2028-11-30
Edges in / out
3 / 0
Tickers exposed
29

Prediction text

Humanoids will dominate the plurality of all robots; other form factors will be niche. | Um, and within that, I think humanoids will dominate the plurality of all robots and it'll just be so big a percentage of them. Like the other robots will be like niche and expensive and done like like superduty trucks that you have like out mining.

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"
Um, and within that, I think humanoids will dominate the plurality of all robots and it'll just be so big a percentage of them. Like the other robots will be like niche and expensive and done like like superduty trucks that you have like out mining.

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 0.616

>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 30.4% → blend 30.4% 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 50%2026-04-302026-04-302026-05-10
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 30.4%

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. 2026-09-16pendingQ1 window check-in (25%)
  2. 2027-02-02pendingQ2 window check-in (50%)
  3. 2026-06-01 → 2028-06-30pendingBMW / Mercedes / Hyundai / Amazon publicly confirm humanoid replacement of legacy non-humanoid robots in production
    How: At least 3 Tier-1 industrial buyers publicly state they have replaced or are replacing wheeled/AGV/fixed-arm robots with humanoids on factory floor
    Source: Figure ↔ BMW Spartanburg deployment already disclosed; pattern of substitution to be trackedconf 35%
    Notes: Substitution > addition is the real test. Buyers must displace, not just add.
  4. 2027-06-21pendingQ3 window check-in (75%)
  5. 2026-06-01 → 2028-11-30pendingMining / construction / agriculture continue specialized non-humanoid robotics scale-up (counter-evidence)
    How: Caterpillar autonomous trucks, John Deere autonomous tractors, Boston Dynamics Spot continue revenue growth showing niche-but-large markets unmoved by humanoids
    Source: Adcock himself cites 'super duty trucks for mining' as the specialty exception — tracks the carve-outconf 85%
    Notes: If specialty robots continue scaling, the 'plurality' definition matters — depends on whether it's by count or by value.
  6. 2026-12-01 → 2028-06-30pendingFigure BotQ ramp + Optimus + Unitree combined annual humanoid output exceeds 200K units
    How: Public production figures from Figure (50K/yr target), Tesla Optimus, Unitree, Agility, and 1X cumulatively exceed 200K humanoid robots/year
    Source: Figure BotQ targets 50K/yr; Adcock $1M/month sprint commentary; Humanoids Daily reportingconf 40%
    Notes: Production capacity is leading signal for plurality — without scale, the claim cannot fire.
  7. 2026-09-01 → 2028-11-30pendingForm-factor consensus narrative shift: Wall Street / IFR / McKinsey adopt 'humanoid-first' default
    How: Goldman Sachs, Morgan Stanley, McKinsey publish reports treating humanoids as the default robotics form factor for general-purpose tasks (vs the current AMR/cobot default)
    Source: Goldman Sachs already projects $38B humanoid market by 2035 — narrative inflection point trackableconf 55%
  8. 2027-01-01 → 2028-11-30pendingHumanoid robots become >50% of total annual industrial-robot shipment growth
    How: International Federation of Robotics (IFR) annual World Robotics report shows humanoids representing >50% of new robot deployments year-over-year, OR named tracker (Morgan Stanley, Goldman) reports humanoids exceeding wheeled mobile manipulators in unit volume
    Source: IFR Top 5 Global Robotics Trends 2026 — currently mobile manipulators dominate; humanoids transitioning from headlines to scaleconf 30%
    Notes: Anchor verification — direct test of plurality claim. State of Robotics 2026 currently sees 12 humanoid platforms vs many established wheeled/AGV form factors.

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: 30%)

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
LBP2026-05-10T02:00:02Z30.4%+1.1pp
Network propagation: 29.3% → 30.4%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z29.3%+2.1pp
Network propagation: 27.2% → 29.3%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z27.2%+9.5pp
Network propagation: 17.7% → 27.2%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
legacy v12026-04-30T16:13:50Z17.7%-9.4pp
reference_class_assigned bayesian_v2 inside=0.500 blend=0.177 w_in=0.30 humanoid_commercial_volume
LBP2026-04-30T02:18:57Z27.1%+9.5pp
Network propagation: 17.7% → 27.1%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v1 · run 592311ef
legacy v12026-04-30T01:56:50Z17.7%-32.3pp
reference_class_assigned bayesian_v2 inside=0.500 blend=0.177 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%0.0500.500+0.097
prereqS_HUMANOID_ENTERPRISE_2028
Humanoid R2: 100K+ enterprise by Nov 2028
50.0%0.5000.050-0.029

Top outgoing (children)

Predictions THIS node influences

No outgoing edges.

Ticker exposure

29 ticker(s) linked

Beneficiaries (24)

LYSCFSERVFANUYMPNVDAHSEHYRNSHFALNTCGNXIRBTUSARSYMMIELYAMZNBYDDYHYMTFIFNNYABBNYPHSTMTELTERTSLATXN

Adverse (5)

RHIMANKELYAKFYTNET

Prerequisites (3)

Predictions that must hit first
TypePredTitleDomainLag
prereqS_HUMANOID_ENTERPRISE_2028Humanoid R2: 100K+ enterprise by Nov 2028humanoid_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 (2)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.631manifoldWill warfare robots kill multitudes in a city?11%mentionspending2026-04-25
0.565manifoldWhat gender should Terminator2 have? [Convince the Machine #12]mentionspending2026-05-14

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "qty": "plurality / majority",
  "url": "https://www.youtube.com/watch?v=S_fXhVT67Uw",
  "mode": "FORECAST",
  "role": "Guest-CEO",
  "context": "within that, I think humanoids will dominate the plurality of all robots and it'll just be so big a percentage of them.",
  "verbatim": "Um, and within that, I think humanoids will dominate the plurality of all robots and it'll just be so big a percentage of them. Like the other robots will be like niche and expensive and done like like superduty trucks that you have like out mining.",
  "conv_cues": "I think; will dominate",
  "direction": "HAPPEN",
  "timeframe": "future (unspecified)",
  "conv_level": "MEDIUM",
  "milestones": [
    {
      "kind": "quartile_checkpoint",
      "label": "Q1 window check-in (25%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -7,
      "source_id": null,
      "expected_date": "2026-09-16",
      "observed_date": null
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q2 window check-in (50%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -6,
      "source_id": null,
      "expected_date": "2027-02-02",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "BMW / Mercedes / Hyundai / Amazon publicly confirm humanoid replacement of legacy non-humanoid robots in production",
      "notes": "Substitution > addition is the real test. Buyers must displace, not just add.",
      "source": "Figure ↔ BMW Spartanburg deployment already disclosed; pattern of substitution to be tracked",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -5,
      "source_id": null,
      "confidence": 0.35,
      "expected_date": "2027-06-16",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2028-06-30",
        "from": "2026-06-01"
      },
      "measurement_criterion": "At least 3 Tier-1 industrial buyers publicly state they have replaced or are replacing wheeled/AGV/fixed-arm robots with humanoids on factory floor"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q3 window check-in (75%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -4,
      "source_id": null,
      "expected_date": "2027-06-21",
      "observed_date": null
    },
    {
      "kind": "llm_post_event",
      "label": "Mining / construction / agriculture continue specialized non-humanoid robotics scale-up (counter-evidence)",
      "notes": "If specialty robots continue scaling, the 'plurality' definition matters — depends on whether it's by count or by value.",
      "source": "Adcock himself cites 'super duty trucks for mining' as the specialty exception — tracks the carve-out",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -3,
      "source_id": null,
      "confidence": 0.85,
      "expected_date": "2027-08-31",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2028-11-30",
        "from": "2026-06-01"
      },
      "measurement_criterion": "Caterpillar autonomous trucks, John Deere autonomous tractors, Boston Dynamics Spot continue revenue growth showing niche-but-large markets unmoved by humanoids"
    },
    {
      "kind": "llm_pre_event",
      "label": "Figure BotQ ramp + Optimus + Unitree combined annual humanoid output exceeds 200K units",
      "notes": "Production capacity is leading signal for plurality — without scale, the claim cannot fire.",
      "source": "Figure BotQ targets 50K/yr; Adcock $1M/month sprint commentary; Humanoids Daily reporting",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -2,
      "source_id": null,
      "confidence": 0.4,
      "source_url": "https://www.humanoidsdaily.com/news/the-adcock-triad-inside-the-1m-a-month-sprint-to-general-robotics",
      "expected_date": "2027-09-15",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2028-06-30",
        "from": "202
... (truncated)