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246_046predictionReal EstateAI-timing

Real estate, organizational structures, and minerals/mining will retain value over 5 years.

Predictor: Peter Diamandis · ep#246 "SpaceX Goes Public, Claude's Mythos Release, and the US Data Center Delay | EP #246" · source

Prior probability
60.0%
Current probability
49.9%
evolves via intake + LBP
Conviction
3/5
Signal quality
B
Resolution
pending
Window
2031-01-01 – 2031-12-31
Edges in / out
8 / 5
Tickers exposed
33

Prediction text

Real estate, organizational structures, and minerals/mining will retain value over 5 years. | Disney World is going to retain value. Large physical events are going to return retain value. Uh as ASI real estate is going to retain value five years. not only just real estate but uh organizational structures uh that aren't digitized... I think minerals like minerals and mining are going to have huge increases in value.

Verbatim quote

From episode "SpaceX Goes Public, Claude's Mythos Release, and the US Data Center Delay | EP #246"
Disney World is going to retain value. Large physical events are going to return retain value. Uh as ASI real estate is going to retain value five years. not only just real estate but uh organizational structures uh that aren't digitized... I think minerals like minerals and mining are going to have huge increases in value.

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

Not linked

This node isn't linked to a reference class. The Bayesian update applies without outside-view blending.

Probability over time

4 prob_history rows
0%25%50%75%100%prior 60%2026-04-302026-05-032026-05-10
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 49.9%

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: 5 fired ✓ · 5 pending
  1. 2026-04-15hitInternational Copper Study Group reports 150kt copper deficit forecast for 2026 (reversal of prior surplus)
    How: ICSG bulletin shows 2026 expected refined copper shortfall of ~150kt vs prior +200kt forecast
    Source: deep_research_enrichedconf 90%
  2. 2026-06-01 → 2026-12-31pendingCopper price reaches $12,000/ton (JPMorgan/UBS 2026 trajectory)
    How: LME 3-month copper closes >$12,000/ton on multiple settlement dates
    Source: deep_research_enrichedconf 65%
  3. 2028-01-01 → 2030-12-31pendingUS REIT-listed industrial real estate (data-center adjacent) outperforms S&P 500 by 25%+ over 3-year period
    How: Total return for industrial/data-center REITs exceeds S&P 500 by 25 percentage points cumulative over 3y
    Source: deep_research_enrichedconf 45%
  4. 2028-06-01 → 2031-07-11pendingMining sector capex returns to 2012-cycle peak of $200B+ globally driven by AI-electrification demand
    How: Top-40 miners aggregate capex reaches $200B+ per S&P/SNL or McKinsey tracking
    Source: deep_research_enrichedconf 50%
  5. 2029-01-01 → 2030-12-31pendingAI data centers hit 500kt annual copper consumption (~3% of global demand)
    How: S&P Global or Wood Mackenzie reports AI data-center copper consumption surpassing 500kt/yr
    Source: deep_research_enrichedconf 60%
  6. 2036-09-06pendingMoon base will exist in 10 years

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: 50%)

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
LBP2026-05-10T02:00:02Z49.9%-1.3pp
Network propagation: 51.2% → 49.9%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z51.2%-2.1pp
Network propagation: 53.3% → 51.2%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z53.3%-2.7pp
Network propagation: 56.0% → 53.3%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z56.0%-4.0pp
Network propagation: 60.0% → 56.0%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v1 · run 592311ef

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
prereq234_012
Anthropic revenue will cross OpenAI revenue in middle of 202Peter Diamandis
67.1%0.6000.050-0.083
prereqSEM_005
Stargate is a $500 billion multiyear capex program for distrSam Altman
72.3%0.6000.050-0.080
killerTK03
AI Regulatory Moratorium (EU/US Capability Freeze)
10.0%0.0500.600+0.046
prereq235_002
Anthropic will exceed OpenAI in revenue this year (2026).Dave Blundin
74.6%0.6000.050-0.043
prereqSEM_012
Nvidia quadrupled chip production output while only doublingJensen Huang
75.0%0.6000.050-0.040

Top outgoing (children)

Predictions THIS node influences

KindNodeTheir probP(c|s=T)P(c|s=F)Δ implied
prereq246_016
Dragonfly nuclear-powered octicopter arrives at Titan in 203Peter Diamandis
35.6%0.6500.050-0.011
prereqSEM_034
True artificial general intelligence will be achieved betweeDemis Hassabis
28.7%0.5500.050+0.009
prereq239_008
Moon base will exist in 10 yearsElon Musk
28.8%0.5500.050+0.008
prereq240_036
TEPCO's restarted reactor will support 20% of Japan's electrPeter Diamandis
34.3%0.6500.050+0.002
prereq235_030
Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 203Ray Kurzweil
39.2%0.7500.050+0.002

Ticker exposure

33 ticker(s) linked

Beneficiaries (23)

SOUNCRWVSITMNVDAARMGTLBBBAITSMAPLDCEVAAIMSFTMRVLSFTBYORCLQCOMAVGOBABAAMDGOOGLIBMAMZNMETA

Adverse (6)

WNSCHGGCTSHIBMINFYACN

Prerequisites (8)

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
killerTK14Superbubble Pop (S&P 500 -40%, Moonshot Capital Evaporates)
killerTK01AGI Capability Plateau (2026-27 Training Stall)
killerTK03AI Regulatory Moratorium (EU/US Capability Freeze)

Dependents (5)

Predictions enabled by this
TypePredTitleDomainLag
prereq235_030Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.Biotech/Longevity
prereq246_016Dragonfly nuclear-powered octicopter arrives at Titan in 2034.Space
prereq240_036TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040Energy
prereqSEM_034True artificial general intelligence will be achieved between 2032 and 2042 — 'first we solve AI, then use AI to solve everything else'.AI/AGI
prereq239_008Moon base will exist in 10 yearsSpace

Linked documents (1)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.593manifoldHow will the lawsuit over the sale of my home resolve in 2026?mentionspending2026-04-24

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "url": "https://www.youtube.com/watch?v=cFI-SqnvQK8",
  "mode": "PREDICTION",
  "role": "Host",
  "context": "Disney World is going to retain value. Large physical events... real estate is going to retain value five years... I think minerals like minerals and mining are going to have huge increases in value.",
  "to_year": 2031,
  "verbatim": "Disney World is going to retain value. Large physical events are going to return retain value. Uh as ASI real estate is going to retain value five years. not only just real estate but uh organizational structures uh that aren't digitized... I think minerals like minerals and mining are going to have huge increases in value.",
  "conv_cues": "I think",
  "direction": "UP",
  "from_year": 2031,
  "timeframe": "5 years",
  "conv_level": "MEDIUM",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "International Copper Study Group reports 150kt copper deficit forecast for 2026 (reversal of prior surplus)",
      "source": "deep_research_enriched",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -10,
      "source_id": null,
      "confidence": 0.9,
      "source_url": "https://www.tomshardware.com/tech-industry/why-copper-markets-are-feeling-the-pinch",
      "expected_date": "2026-04-15",
      "observed_date": "2026-04-15",
      "research_origin": "deep_research",
      "measurement_criterion": "ICSG bulletin shows 2026 expected refined copper shortfall of ~150kt vs prior +200kt forecast"
    },
    {
      "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": -9,
      "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": -8,
      "source_id": "SEM_008",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Anthropic revenue will cross OpenAI revenue in middle of 2026",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -7,
      "source_id": "234_012",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Anthropic will exceed OpenAI in revenue this year (2026).",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -6,
      "source_id": "235_002",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "llm_pre_event",
      "label": "Copper price reaches $12,000/ton (JPMorgan/UBS 2026 trajectory)",
      "source": "deep_research_enriched",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -5,
      "source_id": null,
      "confidence": 0.65,
      "source_url": "https://www.mining.com/ai-demand-seen-pushing-copper-price-longer-term/",
      "expected_date": "2026-09-15",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2026-12-31",
        "from": "2026-06-01"
      },
      "measurement_criterion": "LME 3-month copper closes >$12,000/ton on multiple settlement dates"
    },
    {
      "kind": "prereq",
      "label": "Stargate is a $500 billion multiyear capex program for distributed AI data-center construction (2025-2028, with Trump administration partner",
      "status": "pending",
      "weight": 0.5,
      "ordinal": -4,
      "source_id": "SEM_005",
      "expected_date": "2028-02-09",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "US REIT-listed industrial real estate (data-center adjacent) outperforms S&P 500 by 25%+ over 3-year period",
      "source": "deep_research_enriched",
      "status": "pending",

... (truncated)