A poor simulation (10th percentile) · stress-preview.e5-kor-s02-greedy

Simulation 36

South Korea, greedy, 10 years, seed 36: a poor simulation (10th percentile) of the experiment's 100. Capability index 16.00 at the 2026 position, 16.39 in 2036; 50 actions over 10 rounds and 4 shocks.

Model 0.2.0 · graph 0.2.0 · parameters 0.1.1 · seed 36

The experiment · The other representative simulations: 72 (median simulation), 74 (a good simulation (90th percentile))

Outcome

From the 2026 position to 2036.

Capability index
16.39 (+0.39)
From 16.00
Rank by index
4
From 6
Domains at Tier 1
3
From 2
Events
4 shocks
0 upside events

Trajectory by domain

The mean score of each domain by round, with a dashed marker at each round a shock (red) or an upside event (green) began. Rest on a domain to bring it forward.

  • ShockUpside event

Capability index by round

Pathway, round by round

Every decision of the greedy method: its actions (a mode, a group and the credits spent), and the events that began that round. Each round has its own page: the state it came in with, the decision, the shocks, what moved through the graph and the state it left.

RoundDecisionEventsIndex
2027
  • Build Technical & Vocational Skills 30
  • Build Lifelong Learning & Reskilling 30
  • Build Digital & AI Competence 30
  • Buy Research Talent & Knowledge Creation 30
  • Partner Alliances & Security Cooperation 30
16.06 +0.055
2028
  • Build Technical & Vocational Skills 30
  • Build Lifelong Learning & Reskilling 30
  • Build Digital & AI Competence 30
  • Build Advanced Education 30
  • Partner Trade Policy & Market Access 30
16.13 +0.074
2029
  • Build Technical & Vocational Skills 30
  • Build Lifelong Learning & Reskilling 30
  • Build Advanced Education 30
  • Buy Research Talent & Knowledge Creation 30
  • Build Foundational Education 30
Global funding seizure15.96 −0.176
2030
  • Partner Fiscal Capacity & Public Finance 30
  • Partner Diplomatic Statecraft & Global Networks 30
  • Buy Development Cooperation & Global Assistance 30
  • Partner Investment Attraction & Projection 30
  • Build Economic Output & Productivity 30
16.09 +0.130
2031
  • Partner Fiscal Capacity & Public Finance 30
  • Build Economic Output & Productivity 30
  • Partner Diplomatic Statecraft & Global Networks 30
  • Buy Artificial Intelligence 30
  • Partner Economic Leverage & Dependence 30
Breadbasket failure16.06 −0.027
2032
  • Partner Fiscal Capacity & Public Finance 30
  • Build Economic Output & Productivity 30
  • Partner Export Capability & Sophistication 30
  • Partner Economic Leverage & Dependence 30
  • Partner Digital & Services Trade 30
AI labour shock16.11 +0.049
2033
  • Buy Technology Adoption & Diffusion 31
  • Build Development Cooperation & Global Assistance 31
  • Partner Investment Attraction & Projection 31
  • Partner Trade Facilitation & Logistics 31
  • Partner Global Value Chain Position 31
16.19 +0.078
2034
  • Buy Connectivity, Cyber & Trust Technologies 28
  • Build Development Cooperation & Global Assistance 28
  • Buy Artificial Intelligence 28
  • Buy Sovereign Capital & External Financial Power 28
  • Partner Information Environment & Strategic Communication 28
16.26 +0.077
2035
  • Partner Diplomatic Statecraft & Global Networks 28
  • Partner Digital & Services Trade 28
  • Partner Alliances & Security Cooperation 28
  • Partner Information Environment & Strategic Communication 28
  • Buy Research Talent & Knowledge Creation 28
16.37 +0.104
2036
  • Buy Sovereign Capital & External Financial Power 32
  • Buy Sensing, Timing & Navigation 32
  • Buy Industrial & Sectoral Base 32
  • Buy Biotechnology & Health Technologies 32
  • Buy Connectivity, Cyber & Trust Technologies 32
Trade bloc rupture16.39 +0.028

Credits

What each round's credits went on: maintenance, the three modes, and what was carried over.

Tiers by round

Each domain's tier against the frozen field, round by round: Tier 1 green, Tier 2 blue, Tier 3 amber, below that grey.

Domain202620312036
Critical Technology22233222222
Strategic Infrastructure22222222222
National Security33333333333
Human Capital11111111111
Information & Influence32222222111
Governance & Integrity44455555555
Financial Strength55555522222
Production & Innovation11122221112
Trade & Investment22222221111

Probes

What the experiment's counterfactual probes found, paired seed by seed on its first 25 seeds: the same simulation with one thing changed, the difference at the horizon.

ProbeIndexScore sumTier 1
Hold instead of the method−1.272−84.9−4.40
No shocks+0.581+41.7+1.24
Replay of the recorded actions (must change nothing)0.0000.00.00
Without the 1st largest decision−0.022−1.40.00
Without the 2nd largest decision−0.020−1.40.00
Without the 3rd largest decision−0.020−1.40.00
Without the 4th largest decision−0.018−1.40.00
Without the 5th largest decision−0.018−1.40.00
Without the 1st largest shock+0.334+23.3+0.72
Without the 2nd largest shock+0.246+16.9+0.50
Without the 3rd largest shock+0.270+18.5+0.62

Every group over the simulation

Where each group started and ended, and what moved it: levels invested, decay, events and changes arriving through the graph. The parts do not quite sum to the change where a score met 0 or 20.

73 of 73 groups

Capability group
Domain
2026
2036
Change
Invested
Decay
Events
Graph
Development Cooperation & Global AssistanceInformation & Influence14.5019.31+4.81+5.380.00−0.77+0.20
Technical & Vocational SkillsHuman Capital15.5019.91+4.41+7.200.00−0.38−0.01
Lifelong Learning & ReskillingHuman Capital16.0019.85+3.85+6.440.00−0.52−0.02
Diplomatic Statecraft & Global NetworksInformation & Influence14.5018.08+3.58+4.550.00−1.10+0.13
Alliances & Security CooperationInformation & Influence16.0019.08+3.08+3.630.00−0.76+0.21
Digital & AI CompetenceHuman Capital17.0019.77+2.77+3.410.00−0.530.00
Research Talent & Knowledge CreationHuman Capital16.0018.63+2.63+2.940.00−0.46+0.15
Economic Output & ProductivityProduction & Innovation16.5019.04+2.54+3.740.00−1.18−0.02
Economic Leverage & DependenceTrade & Investment15.3317.78+2.45+3.690.00−1.26+0.02
Artificial IntelligenceCritical Technology16.0018.23+2.23+3.070.00−0.91+0.07
Sovereign Capital & External Financial PowerFinancial Strength14.2016.39+2.19+3.100.00−0.95+0.04
Connectivity, Cyber & Trust TechnologiesCritical Technology16.6018.78+2.18+2.780.00−0.63+0.03
Information Environment & Strategic CommunicationInformation & Influence15.6717.72+2.05+3.050.00−1.01+0.01
Advanced EducationHuman Capital17.0018.98+1.98+2.520.00−0.56+0.01
Digital & Services TradeTrade & Investment16.2518.13+1.88+3.240.00−1.37+0.01
Investment Attraction & ProjectionTrade & Investment16.3318.15+1.82+3.290.00−1.470.00
Fiscal Capacity & Public FinanceFinancial Strength16.5017.76+1.26+2.700.00−1.68+0.24
Trade Policy & Market AccessTrade & Investment17.0018.02+1.02+1.970.00−1.24+0.29
Sensing, Timing & NavigationCritical Technology15.8016.68+0.88+1.540.00−0.64−0.02
Biotechnology & Health TechnologiesCritical Technology16.2017.08+0.88+1.480.00−0.77+0.17
Foundational EducationHuman Capital17.2518.02+0.77+1.210.00−0.42−0.02
Technology Adoption & DiffusionProduction & Innovation18.0018.73+0.73+1.410.00−0.87+0.19
Global Value Chain PositionTrade & Investment17.3317.79+0.46+1.620.00−1.22+0.06
Export Capability & SophisticationTrade & Investment17.0017.38+0.38+1.700.00−1.23−0.09
Trade Facilitation & LogisticsTrade & Investment17.5017.82+0.32+1.650.00−1.24−0.09
Industrial & Sectoral BaseProduction & Innovation16.5016.78+0.28+1.370.00−1.03−0.07
Force Generation & MobilisationNational Security16.3316.29−0.040.000.00−0.16+0.12
Nuclear DeterrenceNational Security1.671.63−0.040.000.00−0.03−0.01
Intelligence & AssessmentNational Security15.8315.75−0.080.000.00−0.16+0.08
Joint Command, Projection & SustainmentNational Security15.3315.19−0.140.000.00−0.16+0.03
Air PowerNational Security16.7516.61−0.140.000.00−0.16+0.02
Cyber & Electromagnetic OperationsNational Security16.0015.83−0.170.000.00−0.16−0.01
Maritime PowerNational Security16.0015.81−0.190.000.00−0.16−0.02
Land PowerNational Security16.5016.30−0.200.000.00−0.16−0.04
Strategic Strike & Missile DefenceNational Security16.0015.79−0.210.000.00−0.16−0.05
Space OperationsNational Security13.6713.42−0.250.000.00−0.17−0.08
Social InfrastructureStrategic Infrastructure17.0016.63−0.370.000.00−0.50+0.12
Advanced ManufacturingStrategic Infrastructure18.4018.01−0.390.000.00−0.49+0.10
Robotics & Autonomous SystemsCritical Technology16.5016.11−0.390.000.00−0.63+0.23
Space, Aerospace & Defence InfrastructureStrategic Infrastructure16.3315.90−0.430.000.00−0.50+0.07
Transport InfrastructureStrategic Infrastructure16.5016.07−0.430.000.00−0.50+0.07
National Resilience & Crisis ManagementGovernance & Integrity16.2015.77−0.430.000.00−0.46+0.02
Quantum TechnologiesCritical Technology14.2513.80−0.450.000.00−0.65+0.21
Communications & Digital InfrastructureStrategic Infrastructure18.0017.53−0.470.000.00−0.49+0.02
Resource InfrastructureStrategic Infrastructure11.7511.28−0.470.000.00−0.53+0.06
Justice System & Fundamental RightsGovernance & Integrity15.0014.52−0.480.000.00−0.47−0.01
Transparency, Oversight & AccountabilityGovernance & Integrity15.3314.85−0.480.000.00−0.47−0.01
Public Integrity & Anti-CorruptionGovernance & Integrity15.0014.50−0.500.000.00−0.47−0.03
Energy TechnologiesCritical Technology16.6016.07−0.530.000.00−0.71+0.18
Health System CapabilityHuman Capital16.6716.14−0.530.000.00−0.54+0.01
Internal Security & OrderGovernance & Integrity15.6715.09−0.580.000.00−0.55−0.03
Population HealthHuman Capital16.0015.41−0.590.000.00−0.55−0.04
Political Institutions & Civic ParticipationGovernance & Integrity16.0015.40−0.600.000.00−0.59−0.01
Water, Sanitation & Waste InfrastructureStrategic Infrastructure16.8016.20−0.600.000.00−0.65+0.05
Early Childhood DevelopmentHuman Capital17.0016.40−0.600.000.00−0.54−0.06
Innovation & CommercialisationProduction & Innovation18.0017.38−0.620.000.00−0.87+0.25
Culture, Language & Education DiplomacyInformation & Influence16.8016.17−0.630.000.00−0.74+0.11
Space TechnologiesCritical Technology14.6714.04−0.630.000.00−0.65+0.02
Regulatory Governance & Strategic ControlsGovernance & Integrity16.3315.67−0.660.000.00−0.66−0.01
Advanced Materials & ManufacturingCritical Technology16.7116.04−0.670.000.00−0.77+0.10
Semiconductors & Advanced ComputingCritical Technology17.5016.81−0.690.000.00−0.76+0.06
Energy InfrastructureStrategic Infrastructure16.1315.43−0.700.000.00−0.66−0.04
Agriculture & Food InfrastructureStrategic Infrastructure15.7515.02−0.730.000.00−0.66−0.06
Diaspora & Global CommunitiesInformation & Influence15.5014.76−0.740.000.00−0.75+0.01
Financial InfrastructureStrategic Infrastructure16.5015.70−0.800.000.00−0.66−0.14
Government Effectiveness & Public AdministrationGovernance & Integrity17.2016.39−0.810.000.00−0.82+0.01
Structural Transformation & ComplexityProduction & Innovation16.6715.79−0.880.000.00−0.880.00
Business Dynamism & EntrepreneurshipProduction & Innovation15.7514.73−1.020.000.00−0.89−0.13
Labour & EmploymentProduction & Innovation15.0013.75−1.250.000.00−1.49+0.24
Financial System Depth & AccessFinancial Strength17.0015.74−1.260.000.00−1.23−0.03
Financial Regulation & IntegrityFinancial Strength15.7514.48−1.270.000.00−1.26−0.02
Financial Stability & Crisis ManagementFinancial Strength16.6715.37−1.300.000.00−1.24−0.06
Monetary & Currency CapabilityFinancial Strength16.3314.78−1.550.000.00−1.56+0.01

Seed 36 of experiment stress-preview.e5-kor-s02-greedy. The simulation can be reproduced exactly from the experiment's configuration, its versions and this seed.