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
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
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
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
>10,000 unit cumulative deployment of humanoid robot SKU within 3 years of debut
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
Milestone chain
- 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 BMWSource: deep_research_enrichedconf 65%
- 2028-01-01 → 2030-12-31pendingTesla Optimus + Figure combined cumulative production crosses 100K unitsHow: Combined Tesla 10-Q + Figure announcements + IFR shipment data show ≥100K cumulative humanoid units shippedSource: deep_research_enrichedconf 50%
- 2033-01-01 → 2038-12-31pendingCumulative humanoid robot fleet crosses 10M units globally (Goldman blue-sky path)How: IFR/Goldman cumulative installed humanoid robots ≥10MSource: deep_research_enrichedconf 30%
- 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 structureSource: deep_research_enrichedconf 20%
- 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 worldwideSource: deep_research_enrichedconf 4%
No downstream cascades — this prediction is a leaf in the dependency graph.
What if this resolves?
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
Raw metadata
{
"trf": 1,
"kappa": 0.6429,
"base_rate": 0.1,
"predictor": "David Holz",
"total_llr": -0.6931471805599453,
"grace_days": 7,
"bayesian_v2": true,
"prior_logit": -1.1922552893838632,
"bayes_factor": "1.6:1 against",
"blend_reason": "blend 30% inside / 70% outside (TRF=1.000, base_rate=0.100 from humanoid_commercial_volume)",
"inside_prior": 0.23285582173440564,
"kappa_source": "predictor_table",
"n_milestones": 1,
"blend_applied": true,
"contributions": [
{
"llr": -0.6931471805599453,
"kind": "prereq",
"kappa": 0.6429,
"label": "Figure's only serious competitive threat for humanoids is China; no US/Western player registers today.",
"weight": 0.5,
"strength": "moderate",
"confidence": null,
"source_url": null,
"adjusted_llr": -0.44562432238198885,
"expected_date": "2026-06-21",
"measurement_criterion": null
}
],
"evidence_kind": "metadata_milestone_miss_sweep",
"inside_source": "history_v2",
"inside_weight": 0.3,
"outside_weight": 0.7,
"posterior_prob": 0.11614833878981158,
"posterior_logit": -1.637879611765852,
"predictor_brier": 0.01625,
"inside_posterior": 0.16275379069575568,
"blended_posterior": 0.11614833878981158,
"reference_class_id": "humanoid_commercial_volume",
"total_adjusted_llr": -0.44562432238198885,
"predictor_n_resolved": 2
}Network propagation neighbors
Top incoming (parents)
Edges that influence THIS node's belief
| Kind | Node | Their prob | P(c|s=T) | P(c|s=F) | Δ implied |
|---|---|---|---|---|---|
| killer | TK08 Humanoid Capital Collapse (Figure/Apptronik Flop) | 22.0% | 0.050 | 0.500 | +0.285 |
| prereq | SEM_008 Training runs costing $10 billion for a single model will co — Dario Amodei | 76.9% | 0.500 | 0.050 | +0.276 |
| prereq | SEM_012 Nvidia quadrupled chip production output while only doubling — Jensen Huang | 75.0% | 0.500 | 0.050 | +0.268 |
| prereq | 235_002 Anthropic will exceed OpenAI in revenue this year (2026). — Dave Blundin | 74.6% | 0.500 | 0.050 | +0.266 |
| prereq | SEM_005 Stargate is a $500 billion multiyear capex program for distr — Sam Altman | 72.3% | 0.500 | 0.050 | +0.236 |
Top outgoing (children)
Predictions THIS node influences
No outgoing edges.
Ticker exposure
Beneficiaries (24)
Adverse (5)
Prerequisites (21)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | 234_012 | Anthropic revenue will cross OpenAI revenue in middle of 2026 | Markets/Stocks | — |
| prereq | 235_002 | Anthropic will exceed OpenAI in revenue this year (2026). | AI | — |
| prereq | SEM_008 | Training runs costing $10 billion for a single model will commence sometime in 2025. | AI | — |
| prereq | SEM_012 | Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cursor, Claude Code) across engineering. | AI/Manufacturing | — |
| prereq | SEM_005 | Stargate is a $500 billion multiyear capex program for distributed AI data-center construction (2025-2028, with Trump administration partnership). | AI/Infrastructure | — |
| prereq | 243_003 | By 2029, Uber will facilitate more autonomous/robotaxi rides than anyone else in the world | Auto/Transport | — |
| prereq | 241_029 | Humanoid robot assembly of rockets is beyond current robots for a long time | Robotics | — |
| prereq | 230_021 | Figure and Tesla will make millions, then billions of robots. | Robotics | — |
| prereq | 241_028 | US losing electric vehicle industry to China was an error that will repeat in robotics unless addressed | Geopolitics | — |
| prereq | 229_027 | Figure's only serious competitive threat for humanoids is China; no US/Western player registers today. | Geopolitics | — |
| prereq | 229_010 | Eventually there will be tens of billions of humanoids on planet Earth—one per human plus 5-10B in commercial workforce. | Robotics | — |
| prereq | 229_023 | First Figure robot in a customer's home expected 2027-2029 timeframe. | Robotics | — |
| prereq | 230_051 | Amazon/hyperscalers will continue pouring free cash flow into AI data centers, robots and LEO satellites (opex cannibalized by capex). | Markets/Stocks | — |
| prereq | 236_021 | Optimus/humanoid robots to do trades work in 3 to 8 years (Elon's vision) | Robotics | — |
| prereq | 240_038 | Amazon will be first to reach corporate singularity with more robots than humans | Labor/Jobs | — |
| prereq | 235_020 | Transition to VLA humanoid robots taking over fast food jobs in 2-3 years. | Robotics | — |
| prereq | 233_013 | Not a good time to be an Uber driver as robotaxis expand. | Labor/Jobs | — |
| prereq | 247_044 | Humanoid robots have 5-10 year lifespan before merging with environments | Robotics | — |
| prereq | 235_032 | Elon Musk predicted Optimus will be your surgeon in 3 years. | Robotics | — |
| prereq | 229_037 | With humanoids, Greenland mineral extraction becomes viable even though Europeans at Davos say it's impossible. | Energy | — |
| killer | TK08 | Humanoid Capital Collapse (Figure/Apptronik Flop) | — | — |
Dependents (0)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| No dependents | ||||
Linked documents (7)
| Sim | Source | Title | Market prob | Polarity | Reviewed | Published |
|---|---|---|---|---|---|---|
| 0.600 | manifold | How many billionaires will New York City lose in 2026? | — | mentions | pending | 2026-06-04 |
| 0.591 | manifold | Will New York City temperature go up in the next 24h? | 64% | mentions | pending | 2026-05-05 |
| 0.576 | manifold | How far will the Knicks go in the 2026-27 NBA season? | — | mentions | pending | 2026-06-15 |
| 0.573 | manifold | Will Dan complain about the cost of NYC unprompted? | 69% | mentions | pending | 2026-05-16 |
| 0.564 | manifold | Will anyone managram me 5000 mana in 1 week? | 21% | mentions | pending | 2026-07-04 |
| 0.551 | manifold | How many people will attend our 18th monthly NYC dinner? | — | mentions | pending | 2026-06-19 |
| 0.542 | arxiv | Provable random-matrix spectral ramp in a static, geometrically local Hamiltonian | — | mentions | pending | 2026-06-29 |
Raw metadata
{
"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",
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"status": "overdue",
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"expected_date": "2026-06-21",
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"miss_emitted_by": "metadata_milestone_sweep"
},
{
"kind": "llm_pre_event",
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"source": "deep_research_enriched",
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"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",
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},
"measurement_criterion": "Figure announcement of Figure 03 commercial launch + ongoing BMW Spartanburg deployment confirmed by BMW"
},
{
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{
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"source": "deep_research_enriched",
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"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",
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"ordinal": -6,
"source_id": "230_021",
"expected_date": "2030-06-19",
"observed_date": null
},
{
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"label": "With humanoids, Greenland mineral extraction becomes viable even though Europeans at Davos say it's impossible.",
"status": "pending",
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"expected_date": "2030-08-29",
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},
{
"kind": "l
... (truncated)