A good simulation (90th percentile) · stress-preview.e5-kor-s01-greedy

Simulation 16

South Korea, greedy, 10 years, seed 16: a good simulation (90th percentile) of the experiment's 100. Capability index 16.00 at the 2026 position, 17.06 in 2036; 50 actions over 10 rounds and 1 shock.

Model 0.2.0 · graph 0.2.0 · parameters 0.1.1 · seed 16

The experiment · The other representative simulations: 29 (median simulation), 50 (a poor simulation (10th percentile))

Outcome

From the 2026 position to 2036.

Capability index
17.06 (+1.06)
From 16.00
Rank by index
2
From 6
Domains at Tier 1
6
From 2
Events
1 shock
2 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
Trade bloc rupture16.05 −0.085
2030
  • Partner Diplomatic Statecraft & Global Networks 30
  • Buy Development Cooperation & Global Assistance 30
  • Partner Fiscal Capacity & Public Finance 30
  • Build Economic Output & Productivity 30
  • Partner Investment Attraction & Projection 30
16.01 −0.032
2031
  • Partner Diplomatic Statecraft & Global Networks 27
  • Partner Economic Leverage & Dependence 27
  • Partner Fiscal Capacity & Public Finance 27
  • Buy Artificial Intelligence 27
  • Build Economic Output & Productivity 27
15.97 −0.039
2032
  • Partner Export Capability & Sophistication 27
  • Partner Economic Leverage & Dependence 27
  • Partner Global Value Chain Position 27
  • Partner Diplomatic Statecraft & Global Networks 27
  • Partner Trade Policy & Market Access 27
Water-efficient food leap16.13 +0.151
2033
  • Build Development Cooperation & Global Assistance 31
  • Buy Connectivity, Cyber & Trust Technologies 31
  • Partner Export Capability & Sophistication 31
  • Partner Digital & Services Trade 31
  • Partner Trade Facilitation & Logistics 31
16.31 +0.186
2034
  • Buy Artificial Intelligence 33
  • Build Development Cooperation & Global Assistance 33
  • Partner Digital & Services Trade 33
  • Buy Sovereign Capital & External Financial Power 33
  • Buy Technology Adoption & Diffusion 33
16.50 +0.190
2035
  • Partner Information Environment & Strategic Communication 33
  • Partner Alliances & Security Cooperation 33
  • Partner Investment Attraction & Projection 33
  • Partner Culture, Language & Education Diplomacy 33
  • Buy Resource Infrastructure 33
Clean power threshold16.74 +0.241
2036
  • Buy Industrial & Sectoral Base 33
  • Buy Sensing, Timing & Navigation 33
  • Buy Sovereign Capital & External Financial Power 33
  • Buy Biotechnology & Health Technologies 33
  • Buy Advanced Materials & Manufacturing 33
17.06 +0.319

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 Infrastructure22222222211
National Security33333333333
Human Capital11111111111
Information & Influence32222222111
Governance & Integrity44445554433
Financial Strength55555522111
Production & Innovation11112222111
Trade & Investment22222221111

Probes

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

ProbeIndexScore sumTier 1
Hold instead of the method−1.277−84.9−3.88
No shocks+0.794+57.5+1.76
Replay of the recorded actions (must change nothing)0.0000.00.00
Without the 1st largest decision−0.024−1.5−0.04
Without the 2nd largest decision−0.022−1.50.00
Without the 3rd largest decision−0.020−1.40.00
Without the 4th largest decision−0.020−1.50.00
Without the 5th largest decision−0.020−1.50.00
Without the 1st largest shock+0.477+33.6+1.04
Without the 2nd largest shock+0.351+24.8+0.80
Without the 3rd largest shock+0.255+17.7+0.43

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 & Influence14.5019.98+5.48+5.590.00−0.35+0.24
Technical & Vocational SkillsHuman Capital15.5020.00+4.50+7.200.00+0.41−0.01
Lifelong Learning & ReskillingHuman Capital16.0020.00+4.00+6.440.00+0.12−0.01
Diplomatic Statecraft & Global NetworksInformation & Influence14.5018.44+3.94+4.710.00−0.89+0.13
Alliances & Security CooperationInformation & Influence16.0019.62+3.62+3.730.00−0.34+0.23
Digital & Services TradeTrade & Investment16.2519.63+3.38+3.600.00−0.22+0.01
Sovereign Capital & External Financial PowerFinancial Strength14.2017.38+3.18+3.290.00−0.24+0.12
Artificial IntelligenceCritical Technology16.0019.05+3.05+3.150.00−0.12+0.01
Digital & AI CompetenceHuman Capital17.0020.00+3.00+3.410.00+0.12+0.05
Investment Attraction & ProjectionTrade & Investment16.3319.13+2.80+2.980.00−0.22+0.03
Advanced EducationHuman Capital17.0019.66+2.66+2.520.00+0.12+0.02
Economic Leverage & DependenceTrade & Investment15.3317.96+2.63+3.450.00−0.86+0.04
Trade Policy & Market AccessTrade & Investment17.0019.63+2.63+3.260.00−0.84+0.21
Research Talent & Knowledge CreationHuman Capital16.0018.45+2.45+2.260.00+0.11+0.09
Export Capability & SophisticationTrade & Investment17.0019.40+2.40+3.320.00−0.83−0.09
Economic Output & ProductivityProduction & Innovation16.5018.80+2.30+2.430.00−0.12−0.01
Resource InfrastructureStrategic Infrastructure11.7513.74+1.99+1.550.00+0.36+0.08
Fiscal Capacity & Public FinanceFinancial Strength16.5018.32+1.82+1.710.00−0.22+0.33
Connectivity, Cyber & Trust TechnologiesCritical Technology16.6018.41+1.81+1.840.00−0.11+0.08
Technology Adoption & DiffusionProduction & Innovation18.0019.78+1.78+1.330.00+0.29+0.16
Information Environment & Strategic CommunicationInformation & Influence15.6717.14+1.47+1.790.00−0.34+0.01
Sensing, Timing & NavigationCritical Technology15.8017.26+1.46+1.550.00−0.12+0.03
Culture, Language & Education DiplomacyInformation & Influence16.8018.22+1.42+1.650.00−0.33+0.10
Foundational EducationHuman Capital17.2518.57+1.32+1.210.00+0.120.00
Trade Facilitation & LogisticsTrade & Investment17.5018.79+1.29+1.530.00−0.21−0.03
Biotechnology & Health TechnologiesCritical Technology16.2017.47+1.27+1.530.00−0.45+0.20
Advanced Materials & ManufacturingCritical Technology16.7117.69+0.98+1.490.00−0.62+0.10
Industrial & Sectoral BaseProduction & Innovation16.5017.45+0.95+1.400.00−0.41−0.03
Global Value Chain PositionTrade & Investment17.3318.20+0.87+1.580.00−0.83+0.12
Government Effectiveness & Public AdministrationGovernance & Integrity17.2017.74+0.540.000.00+0.54+0.01
Water, Sanitation & Waste InfrastructureStrategic Infrastructure16.8017.26+0.460.000.00+0.33+0.13
Transport InfrastructureStrategic Infrastructure16.5016.93+0.430.000.00+0.33+0.10
Energy InfrastructureStrategic Infrastructure16.1316.50+0.370.000.00+0.37−0.01
Energy TechnologiesCritical Technology16.6016.93+0.330.000.00+0.11+0.21
Social InfrastructureStrategic Infrastructure17.0017.33+0.330.000.00+0.15+0.18
Advanced ManufacturingStrategic Infrastructure18.4018.69+0.290.000.00+0.16+0.13
Agriculture & Food InfrastructureStrategic Infrastructure15.7516.04+0.290.000.00+0.32−0.04
Space, Aerospace & Defence InfrastructureStrategic Infrastructure16.3316.60+0.270.000.00+0.15+0.12
Regulatory Governance & Strategic ControlsGovernance & Integrity16.3316.59+0.260.000.00+0.270.00
Communications & Digital InfrastructureStrategic Infrastructure18.0018.18+0.180.000.00+0.16+0.02
Innovation & CommercialisationProduction & Innovation18.0018.18+0.180.000.00−0.11+0.29
Health System CapabilityHuman Capital16.6716.84+0.170.000.00+0.12+0.05
National Resilience & Crisis ManagementGovernance & Integrity16.2016.35+0.150.000.00+0.13+0.01
Justice System & Fundamental RightsGovernance & Integrity15.0015.12+0.120.000.00+0.12−0.01
Political Institutions & Civic ParticipationGovernance & Integrity16.0016.11+0.110.000.00+0.13−0.02
Internal Security & OrderGovernance & Integrity15.6715.78+0.110.000.00+0.13−0.01
Transparency, Oversight & AccountabilityGovernance & Integrity15.3315.44+0.110.000.00+0.13−0.01
Population HealthHuman Capital16.0016.10+0.100.000.00+0.11−0.01
Early Childhood DevelopmentHuman Capital17.0017.09+0.090.000.00+0.12−0.02
Public Integrity & Anti-CorruptionGovernance & Integrity15.0015.09+0.090.000.00+0.12−0.03
Financial System Depth & AccessFinancial Strength17.0017.09+0.090.000.00+0.10−0.01
Labour & EmploymentProduction & Innovation15.0015.09+0.090.000.00−0.13+0.22
Quantum TechnologiesCritical Technology14.2514.33+0.080.000.00−0.13+0.21
Financial InfrastructureStrategic Infrastructure16.5016.53+0.030.000.00+0.15−0.12
Robotics & Autonomous SystemsCritical Technology16.5016.52+0.020.000.00−0.11+0.13
Nuclear DeterrenceNational Security1.671.61−0.060.000.00−0.06−0.01
Space TechnologiesCritical Technology14.6714.56−0.110.000.00−0.13+0.02
Force Generation & MobilisationNational Security16.3316.22−0.110.000.00−0.27+0.16
Structural Transformation & ComplexityProduction & Innovation16.6716.56−0.110.000.00−0.12+0.01
Intelligence & AssessmentNational Security15.8315.71−0.120.000.00−0.27+0.15
Business Dynamism & EntrepreneurshipProduction & Innovation15.7515.57−0.180.000.00−0.12−0.06
Cyber & Electromagnetic OperationsNational Security16.0015.79−0.210.000.00−0.27+0.06
Joint Command, Projection & SustainmentNational Security15.3315.09−0.240.000.00−0.28+0.04
Financial Regulation & IntegrityFinancial Strength15.7515.51−0.240.000.00−0.23−0.02
Air PowerNational Security16.7516.50−0.250.000.00−0.27+0.02
Financial Stability & Crisis ManagementFinancial Strength16.6716.42−0.250.000.00−0.22−0.03
Maritime PowerNational Security16.0015.70−0.300.000.00−0.27−0.03
Diaspora & Global CommunitiesInformation & Influence15.5015.18−0.320.000.00−0.34+0.02
Land PowerNational Security16.5016.17−0.330.000.00−0.27−0.06
Strategic Strike & Missile DefenceNational Security16.0015.67−0.330.000.00−0.27−0.06
Space OperationsNational Security13.6713.33−0.340.000.00−0.28−0.06
Semiconductors & Advanced ComputingCritical Technology17.5016.92−0.580.000.00−0.60+0.02
Monetary & Currency CapabilityFinancial Strength16.3315.66−0.670.000.00−0.75+0.08

Seed 16 of experiment stress-preview.e5-kor-s01-greedy. The simulation can be reproduced exactly from the experiment's configuration, its versions and this seed.