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229_037predictionEnergyhumanoids

With humanoids, Greenland mineral extraction becomes viable even though Europeans at Davos say it's impossible.

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

Prior probability
30.0%
Current probability
20.5%
evolves via intake + LBP
Conviction
3/5
Signal quality
B
Resolution
pending
Window
2026-01-01 – 2032-11-30
Edges in / out
5 / 2
Tickers exposed
29

Prediction text

With humanoids, Greenland mineral extraction becomes viable even though Europeans at Davos say it's impossible. | But I think if you're talking about a billion and then 8 billion robots and you need the materials and that's the only constraint and you have robots that can operate, we can mine asteroids, buddy. [laughter] Seriously, you think we're going to be doing asteroids before Greenland? No, we'll do Greenland first. But you think Greenland is viable? Like I'm I'm not talking about 20 years from now, too. I'm talking like if you want to build a billion robots in say six years from today, it's a$50 trillion marketplace.

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"
But I think if you're talking about a billion and then 8 billion robots and you need the materials and that's the only constraint and you have robots that can operate, we can mine asteroids, buddy. [laughter] Seriously, you think we're going to be doing asteroids before Greenland? No, we'll do Greenland first. But you think Greenland is viable? Like I'm I'm not talking about 20 years from now, too. I'm talking like if you want to build a billion robots in say six years from today, it's a$50 trillion marketplace.

Resolution evidence

Status: pending

Greenland mineral extraction with humanoids in 6y — speculative; Greenland agreements advancing but not humanoid-mining yet.

Predictor: Peter Diamandis

κ + Brier as of 2026-05-22
κ (discount)
0.875
Brier
0.0367
excellent
Hits / Misses
10 / 0
of 15 resolved
Hit rate
66.7%
Calibration plot (stated vs observed)

Evidence about this node from Peter Diamandis 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 0.562

>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 20.5% → blend 20.5% 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 30%2026-04-302026-04-302026-05-03
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 20.5%

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: 4 fired ✓ · 5 pending
  1. 2026-06-01 → 2028-06-30pendingUS or EU public funding package for Greenland critical-minerals infrastructure
    How: US Defense Production Act award, DOE loan, EU Critical Raw Materials Act allocation, or DFC investment of >=$100M earmarked for Greenland mineral extraction or supporting infrastructure (roads, port, power) — confirmed via official announcement
    Source: llm_enrichedconf 60%
  2. 2026-06-01 → 2028-12-31pendingCritical Metals or KoBold opens Greenland pilot processing plant
    How: Critical Metals Corp (CRML), KoBold Metals, or any Greenland-licensed operator publicly announces and opens a pilot processing or pilot-scale extraction facility in Greenland — confirmed via SEC filing, Greenlandic government license register, or company press release
    Source: llm_enrichedconf 55%
  3. 2027-01-01 → 2029-06-30pendingFirst commercial humanoid robot deployed in Arctic mining or harsh-environment field test
    How: Public press release, Mining Magazine article, or company SEC filing documenting a humanoid robot (Tesla Optimus, Figure 02/03, Apptronik Apollo, Boston Dynamics Atlas, or comparable) being deployed in field at a Greenland, Canadian Arctic, Alaska, or Siberian mineral extraction site for active operations (not just demo)
    Source: llm_enrichedconf 40%
  4. 2027-06-01 → 2029-12-31pendingHumanoid robot unit cost <$30K plus reliability validated in industrial setting
    How: Tesla, Figure, or Apptronik publicly disclose unit cost <$30K with documented mean-time-between-failure exceeding 1,000 hours in industrial deployment (not just factory demo) — confirmed via earnings call, IR deck, or independent journalism
    Source: llm_enrichedconf 45%
  5. 2028-06-01 → 2030-12-31pendingFirst commercial Greenland rare earth or graphite shipment to non-Chinese refiner
    How: Public confirmation (Reuters, FT, Mining Journal, or company filing) of a commercial-scale shipment of rare earths, graphite, or other critical minerals from a Greenland mine to a US, EU, Australian, or Japanese processor
    Source: llm_enrichedconf 35%
  6. 2030-01-01 → 2035-12-31pendingAsteroid mining commercial commodity return predates Greenland operational mine
    How: AstroForge, TransAstra, or comparable asteroid-mining venture returns commercially viable (not just sample-return) quantity of platinum-group metals or water to Earth or LEO before the first Greenland mine reaches steady-state commercial production — confirmed via mission report and commodity assay
    Source: llm_enrichedconf 10%

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: 21%)

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
LBP2026-05-03T02:00:01Z20.5%+2.1pp
Network propagation: 18.4% → 20.5%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z18.4%+3.6pp
Network propagation: 14.8% → 18.4%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
legacy v12026-04-30T16:13:50Z14.8%-3.8pp
reference_class_assigned bayesian_v2 inside=0.300 blend=0.148 w_in=0.33 humanoid_commercial_volume
LBP2026-04-30T02:18:57Z18.6%+3.8pp
Network propagation: 14.8% → 18.6%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v1 · run 592311ef
legacy v12026-04-30T01:56:50Z14.8%-48.3pp
reference_class_assigned bayesian_v2 inside=0.300 blend=0.148 w_in=0.33 humanoid_commercial_volume
legacy v12026-04-30T01:37:52Z63.1%+33.1pp
intake:568095f6-eb44-4f96-92d3-13455b79e337 bayesian_v1 LLR=1.386 κ=0.86 4.0:1 favoring

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
prereqSEM_041
At least 100,000 personal AI robots will be preordered in 20Brett Adcock
42.3%0.3000.050-0.051
killerTK08
Humanoid Capital Collapse (Figure/Apptronik Flop)
22.0%0.0500.300+0.040
prereqSEM_008
Training runs costing $10 billion for a single model will coDario Amodei
76.9%0.3000.050+0.035
prereqSEM_012
Nvidia quadrupled chip production output while only doublingJensen Huang
75.0%0.3000.050+0.030
prereqSEM_042
2025 will be the definitive year that agentic systems finallKevin Weil
73.8%0.3000.050+0.027

Top outgoing (children)

Predictions THIS node influences

KindNodeTheir probP(c|s=T)P(c|s=F)Δ implied
prereq229_010
Eventually there will be tens of billions of humanoids on plBrett Adcock
25.8%0.5000.050-0.112
prereq234_033
David Holz predicts 5 million humanoids can build Manhattan David Holz
23.3%0.5000.050-0.087

Ticker exposure

29 ticker(s) linked

Beneficiaries (24)

LYSCFSERVFANUYMPNVDAHSEHYRNSHFALNTCGNXIRBTUSARSYMMIELYAMZNBYDDYHYMTFIFNNYABBNYPHSTMTELTERTSLATXN

Adverse (5)

RHIMANKELYAKFYTNET

Prerequisites (5)

Predictions that must hit first
TypePredTitleDomainLag
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_0422025 will be the definitive year that agentic systems finally hit the mainstream.AI/Agents
prereqSEM_041At least 100,000 personal AI robots will be preordered in 2025 (driven by speech/vision/dexterity advances).Robotics
killerTK08Humanoid Capital Collapse (Figure/Apptronik Flop)

Dependents (2)

Predictions enabled by this
TypePredTitleDomainLag
prereq229_010Eventually there will be tens of billions of humanoids on planet Earth—one per human plus 5-10B in commercial workforce.Robotics
prereq234_033David Holz predicts 5 million humanoids can build Manhattan in 6 monthsRobotics

Linked documents (8)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.662polymarketWill the US acquire part of Greenland in 2026?14%mentionspending2026-01-07
0.634polymarketWill Trump acquire Greenland before 2027?6%mentionspending2025-12-22
0.584polymarketWill Trump agree to Iranian enrichment of uranium by May 31?1%mentionspending2026-04-29
0.579polymarketWill Trump agree to Iranian enrichment of uranium by June 30?4%mentionspending2026-05-21
0.570polymarketUS obtains Iranian enriched uranium by December 31?20%mentionspending2026-04-17
0.568polymarketUS obtains Iranian enriched uranium by May 31?0%mentionspending2026-03-31
0.562polymarketUS obtains Iranian enriched uranium by April 30?0%mentionspending2026-04-17
0.553polymarketWill Trump agree to Iranian enrichment of uranium in April?0%mentionspending2026-04-08

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "qty": "1 billion robots; $50T marketplace",
  "url": "https://www.youtube.com/watch?v=S_fXhVT67Uw",
  "mode": "SPECULATION",
  "role": "Host",
  "caveats": "if demand drives it",
  "context": "if you're talking about a billion and then 8 billion robots and you need the materials and that's the only constraint and you have robots that can operate, we can mine asteroids, buddy... No, we'll do Greenland first... if you want to build a billion robots in say six years from today, it's a $50 trillion marketplace.",
  "to_year": 2032,
  "verbatim": "But I think if you're talking about a billion and then 8 billion robots and you need the materials and that's the only constraint and you have robots that can operate, we can mine asteroids, buddy. [laughter] Seriously, you think we're going to be doing asteroids before Greenland? No, we'll do Greenland first. But you think Greenland is viable? Like I'm I'm not talking about 20 years from now, too. I'm talking like if you want to build a billion robots in say six years from today, it's a$50 trillion marketplace.",
  "conv_cues": "I think",
  "direction": "HAPPEN",
  "from_year": 2026,
  "timeframe": "within ~6 years (to build 1B robots)",
  "conv_level": "MEDIUM",
  "milestones": [
    {
      "kind": "prereq",
      "label": "At least 100,000 personal AI robots will be preordered in 2025 (driven by speech/vision/dexterity advances).",
      "status": "partial",
      "weight": 0.5,
      "ordinal": -9,
      "source_id": "SEM_041",
      "expected_date": "2025-11-30",
      "observed_date": "2025-11-30"
    },
    {
      "kind": "prereq",
      "label": "Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cursor, Claude Code) a",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -8,
      "source_id": "SEM_012",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Training runs costing $10 billion for a single model will commence sometime in 2025.",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -7,
      "source_id": "SEM_008",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "2025 will be the definitive year that agentic systems finally hit the mainstream.",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -6,
      "source_id": "SEM_042",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "llm_pre_event",
      "label": "US or EU public funding package for Greenland critical-minerals infrastructure",
      "source": "llm_enriched",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -5,
      "source_id": null,
      "confidence": 0.6,
      "expected_date": "2027-06-16",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2028-06-30",
        "from": "2026-06-01"
      },
      "measurement_criterion": "US Defense Production Act award, DOE loan, EU Critical Raw Materials Act allocation, or DFC investment of >=$100M earmarked for Greenland mineral extraction or supporting infrastructure (roads, port, power) — confirmed via official announcement"
    },
    {
      "kind": "llm_pre_event",
      "label": "Critical Metals or KoBold opens Greenland pilot processing plant",
      "source": "llm_enriched",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -4,
      "source_id": null,
      "confidence": 0.55,
      "expected_date": "2027-09-16",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2028-12-31",
        "from": "2026-06-01"
      },
      "measurement_criterion": "Critical Metals Corp (CRML), KoBold Metals, or any Greenland-licensed operator publicly announces and opens a pilot processing or pilot-scale extraction facility in Greenland — confirmed via SEC filing, Greenla
... (truncated)