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FUT_009predictionGeopoliticslocalized-warfare-copper-fertilizer-energy

Wars 2026-2031 pivot decisively from ideological struggles to brutal localized conflicts over critical physical inputs — specifically energy, copper, and agricultural fertilizers. Global geopolitical map fractures into highly regionalized spheres of in...

Predictor: Peter Zeihan

Prior probability
60.0%
Current probability
42.0%
evolves via intake + LBP
Conviction
4/5
Signal quality
B
Resolution
in_progress
Window
2026-01-01 – 2031-11-30
Edges in / out
1 / 0
Tickers exposed
25

Prediction text

Wars 2026-2031 pivot decisively from ideological struggles to brutal localized conflicts over critical physical inputs — specifically energy, copper, and agricultural fertilizers. Global geopolitical map fractures into highly regionalized spheres of influence where sovereign stability determined by geographic proximity to secure food production, domestic energy generation, and naturally-navigable waterways. Not fought over oil/natural gas but over physical raw components required to harness solar curves. | Next major copper/rare-earth chokepoint conflict

Key catalyst: Next major copper/rare-earth chokepoint conflict

Watch events: Next major commodity-flashpoint conflict; rare earth chokepoints

Resolution evidence

Status: in_progress

Ukraine-Russia war commodity disruption + Red Sea Houthi attacks + copper/lithium mining supply chain risk empirically validating framing.

Predictor: Peter Zeihan

κ + Brier as of 2026-05-22
κ (discount)
0.500
Brier
Hits / Misses
0 / 0
Hit rate

Evidence about this node from Peter Zeihan 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 = 42.0%

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: 8 pending
  1. 2026-12-31pendingStrait of Hormuz / Red Sea critical-mineral chokepoint disruption tied to fertilizer feedstock
    How: Documented (Lloyd's, IMO, USGS) disruption of >=10% global sulfur or potash flows for >=30 days due to localized conflict
    Source: InvestorNews 2026: Iran War + sulfur flows + DRC chemical disruptionconf 70%
  2. 2026-12-31pendingChina rare-earth export controls tighten — additional HREE elements added to license regime
    How: China MOFCOM announces additional heavy rare earth elements (beyond April 2026 lutetium/yttrium/dysprosium/terbium) brought under export-license regime
    Source: Global Policy Watch HREE supply-chain risks; CSIS rare-earth analysisconf 75%
  3. 2027-01-01pendingQ1 window check-in (25%)
  4. 2026-06-01 → 2028-12-31pendingDRC cobalt/copper conflict escalates to militarized confrontation with M23 / Rwanda dimensions
    How: UN OCHA, ICG, or major media confirm armed conflict in DRC mining belt directly disrupts >=20% of global cobalt or copper output for >=30 days
    Source: InvestorNews 2026 DRC cobalt + copper chemical-disruption coverageconf 55%
  5. 2026-12-01 → 2028-12-31pendingProject Vault and Western critical-mineral stockpile crosses $25B in deployed capital
    How: US Treasury / DoD discloses >=$25B cumulative Project Vault deployment plus allied (EU CRMA, Japan METI) stockpile commitments
    Source: InvestorNews Project Vault $12B initial + Trump FORGE expansionconf 70%
  6. 2028-01-02pendingQ2 window check-in (50%)
  7. 2029-01-02pendingQ3 window check-in (75%)
  8. 2028-01-01 → 2031-11-30pendingCascade: regional water-rights conflict escalates to interstate military action over fertilizer/agriculture inputs
    How: ICG / SIPRI confirms armed cross-border action (state-on-state, not insurgency) over agricultural water or fertilizer feedstock
    Source: Cascade from Zeihan localized-warfare frameworkconf 35%

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: 42%)

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
LBP2026-05-10T02:00:02Z42.0%-1.3pp
Network propagation: 43.3% → 42.0%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z43.3%-2.5pp
Network propagation: 45.8% → 43.3%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z45.8%-4.9pp
Network propagation: 50.7% → 45.8%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z50.7%-9.3pp
Network propagation: 60.0% → 50.7%
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
killerTK09
Energy Grid Cap (Data Center Power Wall)
35.0%0.0500.600-0.013

Top outgoing (children)

Predictions THIS node influences

No outgoing edges.

Ticker exposure

25 ticker(s) linked

Beneficiaries (19)

ARRYDQEOSEFLNCFSLRGWHJKSMVSTNXTQSSHLSSTEMPCRFYNEEBYDDYTSLANRGIFNNYON

Adverse (3)

MPCPSXVLO

Prerequisites (1)

Predictions that must hit first
TypePredTitleDomainLag
killerTK09Energy Grid Cap (Data Center Power Wall)

Dependents (0)

Predictions enabled by this
TypePredTitleDomainLag
No dependents

Validations (1)

Resolution events
Observed atStatusByNotes
2026-04-29partialthesis_timeline_v1.0_importUkraine-Russia war commodity disruption + Red Sea Houthi attacks + copper/lithium mining supply chain risk empirically validating framing.

Linked documents (10)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.652manifoldChina vs Japan Conflict before 2027?mentionspending2026-04-29
0.647polymarketNATO x Russia military clash by June 30, 2026?6%mentionspending2026-01-13
0.647polymarketNATO x Russia military clash by December 31, 2026?22%mentionspending2026-01-02
0.633manifoldWill the global refined copper market record a deficit of 500,000+ tonnes for full-year 2026?20%mentionspending2026-05-14
0.630polymarketWill the US strike 6 countries in 2026?0%mentionspending2025-11-12
0.627polymarketWill the US strike 8 countries in 2026?13%mentionspending2025-11-12
0.623polymarketRussia x Ukraine ceasefire by April 30, 2026?0%mentionspending2026-02-25
0.611polymarketWill the U.S. invade Iran before 2027?16%mentionspending2025-11-04
0.610polymarketWill the U.S. invade Cuba in 2026?21%mentionspending2026-01-04
0.606polymarketWill Ukraine recapture Crimean territory by June 30, 2026?1%mentionspending2025-09-23

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "mode": "FORECAST",
  "role": "Cited-Other",
  "context": "Third Zeihan entry. Specific commodity-warfare framing. Couples with INF_046 (energy independence), AUT_005 (Horowitz defense convergence), CYB_020 (Starlink canopy).",
  "to_year": 2031,
  "conv_cues": "specific commodity list; regionalization framing",
  "direction": "HAPPEN",
  "from_year": 2026,
  "timeframe": "2026-2031",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "Strait of Hormuz / Red Sea critical-mineral chokepoint disruption tied to fertilizer feedstock",
      "source": "InvestorNews 2026: Iran War + sulfur flows + DRC chemical disruption",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -8,
      "source_id": null,
      "confidence": 0.7,
      "source_url": "https://investornews.com/critical-minerals-rare-earths/critical-minerals-report-04-12-2026-the-iran-war-chinas-chemical-leverage-the-real-supply-chain-constraint/",
      "expected_date": "2026-12-31",
      "research_origin": "deep_research",
      "measurement_criterion": "Documented (Lloyd's, IMO, USGS) disruption of >=10% global sulfur or potash flows for >=30 days due to localized conflict"
    },
    {
      "kind": "llm_pre_event",
      "label": "China rare-earth export controls tighten — additional HREE elements added to license regime",
      "source": "Global Policy Watch HREE supply-chain risks; CSIS rare-earth analysis",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -7,
      "source_id": null,
      "confidence": 0.75,
      "source_url": "https://www.csis.org/analysis/chinas-new-rare-earth-and-magnet-restrictions-threaten-us-defense-supply-chains",
      "expected_date": "2026-12-31",
      "research_origin": "deep_research",
      "measurement_criterion": "China MOFCOM announces additional heavy rare earth elements (beyond April 2026 lutetium/yttrium/dysprosium/terbium) brought under export-license regime"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q1 window check-in (25%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -6,
      "source_id": null,
      "expected_date": "2027-01-01",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "DRC cobalt/copper conflict escalates to militarized confrontation with M23 / Rwanda dimensions",
      "source": "InvestorNews 2026 DRC cobalt + copper chemical-disruption coverage",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -5,
      "source_id": null,
      "confidence": 0.55,
      "source_url": "https://investornews.com/critical-minerals-rare-earths/the-critical-minerals-report-04-19-2026-supply-chains-under-siege-policy-experiments-multiply-and-the-market-starts-to-fracture/",
      "expected_date": "2027-09-16",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2028-12-31",
        "from": "2026-06-01"
      },
      "measurement_criterion": "UN OCHA, ICG, or major media confirm armed conflict in DRC mining belt directly disrupts >=20% of global cobalt or copper output for >=30 days"
    },
    {
      "kind": "llm_pre_event",
      "label": "Project Vault and Western critical-mineral stockpile crosses $25B in deployed capital",
      "source": "InvestorNews Project Vault $12B initial + Trump FORGE expansion",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -4,
      "source_id": null,
      "confidence": 0.7,
      "source_url": "https://investornews.com/critical-minerals-rare-earths/the-critical-minerals-report-04-19-2026-supply-chains-under-siege-policy-experiments-multiply-and-the-market-starts-to-fracture/",
      "expected_date": "2027-12-16",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2028-12-31",
        "from": "2026-12-01"
      },
      "measurement_criterion": "US Treasury / DoD discloses >=$25B cumulative Project Vault deployment pl
... (truncated)