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234_033predictionRoboticshumanoids

David Holz predicts 5 million humanoids can build Manhattan in 6 months

Predictor: David Holz · ep#234 "Anthropic vs. The Pentagon, Claude Outpaces ChatGPT, and Consulting Gets Replaced" · source

Prior probability
50.0%
Current probability
23.3%
evolves via intake + LBP
Conviction
3/5
Signal quality
D
Resolution
pending
Window
2045-01-01 – 2045-09-30
Edges in / out
21 / 0
Tickers exposed
29

Prediction text

David Holz predicts 5 million humanoids can build Manhattan in 6 months | 5 million humanoids working 24/7 can build Manhattan in 6 months. Imagine what the world looks like when you have 10 billion of them by 2045.

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

Verbatim quote

From episode "Anthropic vs. The Pentagon, Claude Outpaces ChatGPT, and Consulting Gets Replaced"
5 million humanoids working 24/7 can build Manhattan in 6 months. Imagine what the world looks like when you have 10 billion of them by 2045.

Predictor: David Holz

κ + Brier as of 2026-05-22
κ (discount)
0.643
Brier
0.0163
excellent
Hits / Misses
2 / 0
of 2 resolved
Hit rate
100.0%
Calibration plot (stated vs observed)

Evidence about this node from David Holz 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 0.618

>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 23.3% → blend 23.3% 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 = 23.3%

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: 11 pending
  1. 2026-09-01 → 2026-12-31pendingFigure 02 active deployment at BMW + Figure 03 launches for consumer home use (late 2026)
    How: Figure announcement of Figure 03 commercial launch + ongoing BMW Spartanburg deployment confirmed by BMW
    Source: deep_research_enrichedconf 65%
  2. 2028-01-01 → 2030-12-31pendingTesla Optimus + Figure combined cumulative production crosses 100K units
    How: Combined Tesla 10-Q + Figure announcements + IFR shipment data show ≥100K cumulative humanoid units shipped
    Source: deep_research_enrichedconf 50%
  3. 2033-01-01 → 2038-12-31pendingCumulative humanoid robot fleet crosses 10M units globally (Goldman blue-sky path)
    How: IFR/Goldman cumulative installed humanoid robots ≥10M
    Source: deep_research_enrichedconf 30%
  4. 2034-01-01 → 2042-12-31pendingDemonstration of 1,000+ humanoid robot construction crew building first major structure (skyscraper, factory, dam)
    How: Public press release / construction industry trade pub documents ≥1,000-humanoid crew completing major structure
    Source: deep_research_enrichedconf 20%
  5. 2042-01-01 → 2045-09-30pendingCumulative humanoid robot fleet reaches 10B (Holz's 2045 number)
    How: IFR / UN industrial statistics show ≥10B humanoid robots in service worldwide
    Source: deep_research_enrichedconf 4%

No downstream cascades — this prediction is a leaf in the dependency graph.

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: 23%)

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
LBP2026-05-10T02:00:02Z23.3%+1.0pp
Network propagation: 22.3% → 23.3%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z22.3%+1.7pp
Network propagation: 20.6% → 22.3%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z20.6%+2.9pp
Network propagation: 17.7% → 20.6%
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%-3.0pp
reference_class_assigned bayesian_v2 inside=0.500 blend=0.177 w_in=0.30 humanoid_commercial_volume
LBP2026-04-30T02:18:57Z20.7%+3.0pp
Network propagation: 17.7% → 20.7%
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+0.168
prereqSEM_008
Training runs costing $10 billion for a single model will coDario Amodei
76.9%0.5000.050+0.159
prereqSEM_012
Nvidia quadrupled chip production output while only doublingJensen Huang
75.0%0.5000.050+0.151
prereq235_002
Anthropic will exceed OpenAI in revenue this year (2026).Dave Blundin
74.6%0.5000.050+0.149
prereqSEM_005
Stargate is a $500 billion multiyear capex program for distrSam Altman
72.3%0.5000.050+0.119

Top outgoing (children)

Predictions THIS node influences

No outgoing edges.

Ticker exposure

29 ticker(s) linked

Beneficiaries (24)

LYSCFSERVFANUYMPNVDAHSEHYRNSHFALNTCGNXIRBTUSARSYMMIELYAMZNBYDDYHYMTFIFNNYABBNYPHSTMTELTERTSLATXN

Adverse (5)

RHIMANKELYAKFYTNET

Prerequisites (21)

Predictions that must hit first
TypePredTitleDomainLag
prereq234_012Anthropic revenue will cross OpenAI revenue in middle of 2026Markets/Stocks
prereq235_002Anthropic will exceed OpenAI in revenue this year (2026).AI
prereqSEM_008Training runs costing $10 billion for a single model will commence sometime in 2025.AI
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_005Stargate is a $500 billion multiyear capex program for distributed AI data-center construction (2025-2028, with Trump administration partnership).AI/Infrastructure
prereq243_003By 2029, Uber will facilitate more autonomous/robotaxi rides than anyone else in the worldAuto/Transport
prereq241_029Humanoid robot assembly of rockets is beyond current robots for a long timeRobotics
prereq230_021Figure and Tesla will make millions, then billions of robots.Robotics
prereq241_028US losing electric vehicle industry to China was an error that will repeat in robotics unless addressedGeopolitics
prereq229_027Figure's only serious competitive threat for humanoids is China; no US/Western player registers today.Geopolitics
prereq229_010Eventually there will be tens of billions of humanoids on planet Earth—one per human plus 5-10B in commercial workforce.Robotics
prereq229_023First Figure robot in a customer's home expected 2027-2029 timeframe.Robotics
prereq230_051Amazon/hyperscalers will continue pouring free cash flow into AI data centers, robots and LEO satellites (opex cannibalized by capex).Markets/Stocks
prereq236_021Optimus/humanoid robots to do trades work in 3 to 8 years (Elon's vision)Robotics
prereq240_038Amazon will be first to reach corporate singularity with more robots than humansLabor/Jobs
prereq235_020Transition to VLA humanoid robots taking over fast food jobs in 2-3 years.Robotics
prereq233_013Not a good time to be an Uber driver as robotaxis expand.Labor/Jobs
prereq247_044Humanoid robots have 5-10 year lifespan before merging with environmentsRobotics
prereq235_032Elon Musk predicted Optimus will be your surgeon in 3 years.Robotics
prereq229_037With humanoids, Greenland mineral extraction becomes viable even though Europeans at Davos say it's impossible.Energy
killerTK08Humanoid Capital Collapse (Figure/Apptronik Flop)

Dependents (0)

Predictions enabled by this
TypePredTitleDomainLag
No dependents

Linked documents (3)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.600manifoldHow many billionaires will New York City lose in 2026?mentionspending2026-06-04
0.591manifoldWill New York City temperature go up in the next 24h?64%mentionspending2026-05-05
0.573manifoldWill Dan complain about the cost of NYC unprompted?69%mentionspending2026-05-16

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "qty": "10 billion humanoids by 2045",
  "url": "https://www.youtube.com/watch?v=dmtvGKuRE64",
  "mode": "CITED_PREDICTION",
  "role": "Cited-Executive",
  "context": "Midjourney founder estimates that 5 million robots could build Manhattan in six months. So, I I would love to see the calculations he did, but here's his quote. 5 million humanoids working 24/7 can build Manhattan in 6 months. Imagine what the world looks like when you have 10 billion of them by 2045.",
  "to_year": 2045,
  "cited_by": "Peter Diamandis",
  "verbatim": "5 million humanoids working 24/7 can build Manhattan in 6 months. Imagine what the world looks like when you have 10 billion of them by 2045.",
  "conv_cues": "imagine",
  "direction": "NUMERIC_TARGET",
  "from_year": 2045,
  "timeframe": "By 2045",
  "conv_level": "MEDIUM",
  "milestones": [
    {
      "kind": "prereq",
      "label": "Figure's only serious competitive threat for humanoids is China; no US/Western player registers today.",
      "status": "pending",
      "weight": 0.5,
      "ordinal": -11,
      "source_id": "229_027",
      "expected_date": "2026-06-21",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "Figure 02 active deployment at BMW + Figure 03 launches for consumer home use (late 2026)",
      "source": "deep_research_enriched",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -10,
      "source_id": null,
      "confidence": 0.65,
      "source_url": "https://blog.robozaps.com/b/figure-01-vs-tesla-optimus-gen-2",
      "expected_date": "2026-10-31",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2026-12-31",
        "from": "2026-09-01"
      },
      "measurement_criterion": "Figure announcement of Figure 03 commercial launch + ongoing BMW Spartanburg deployment confirmed by BMW"
    },
    {
      "kind": "prereq",
      "label": "Amazon/hyperscalers will continue pouring free cash flow into AI data centers, robots and LEO satellites (opex cannibalized by capex).",
      "status": "pending",
      "weight": 0.5,
      "ordinal": -9,
      "source_id": "230_051",
      "expected_date": "2028-06-20",
      "observed_date": null
    },
    {
      "kind": "prereq",
      "label": "First Figure robot in a customer's home expected 2027-2029 timeframe.",
      "status": "pending",
      "weight": 0.5,
      "ordinal": -8,
      "source_id": "229_023",
      "expected_date": "2028-11-16",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "Tesla Optimus + Figure combined cumulative production crosses 100K units",
      "source": "deep_research_enriched",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -7,
      "source_id": null,
      "confidence": 0.5,
      "source_url": "https://newmarketpitch.com/blogs/news/humanoid-robotics-optimus-deployment-tracker",
      "expected_date": "2029-07-01",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2030-12-31",
        "from": "2028-01-01"
      },
      "measurement_criterion": "Combined Tesla 10-Q + Figure announcements + IFR shipment data show ≥100K cumulative humanoid units shipped"
    },
    {
      "kind": "prereq",
      "label": "Figure and Tesla will make millions, then billions of robots.",
      "status": "pending",
      "weight": 0.5,
      "ordinal": -6,
      "source_id": "230_021",
      "expected_date": "2030-06-19",
      "observed_date": null
    },
    {
      "kind": "prereq",
      "label": "With humanoids, Greenland mineral extraction becomes viable even though Europeans at Davos say it's impossible.",
      "status": "pending",
      "weight": 0.5,
      "ordinal": -5,
      "source_id": "229_037",
      "expected_date": "2030-08-29",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "Cumulative humanoid robot fleet crosses 10M units globally (Goldman blue-sky path)"
... (truncated)