Median simulation · cmaes-c1.c1-kor-greedy

Simulation 4

South Korea, greedy, 20 years, seed 4: median simulation of the experiment's 5. Capability index 16.00 at the 2026 position, 17.94 in 2046; 74 actions over 20 rounds and 1 shock.

Model 0.2.0 · graph 0.2.0 · parameters 0.1.1 · seed 4

The experiment · The other representative simulations: 1 (a poor simulation (10th percentile)), 3 (a good simulation (90th percentile))

Outcome

From the 2026 position to 2046.

Capability index
17.94 (+1.93)
From 16.00
Rank by index
2
From 6
Domains at Tier 1
7
From 2
Events
1 shock
3 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
  • Build Advanced Education 30
16.04 +0.036
2028
  • Build Technical & Vocational Skills 30
  • Build Lifelong Learning & Reskilling 30
  • Build Digital & AI Competence 30
  • Build Advanced Education 30
  • Buy Research Talent & Knowledge Creation 30
16.09 +0.051
2029
  • Build Technical & Vocational Skills 30
  • Build Lifelong Learning & Reskilling 30
  • Partner Alliances & Security Cooperation 30
  • Partner Trade Policy & Market Access 30
  • Build Foundational Education 30
16.18 +0.089
2030
  • Partner Fiscal Capacity & Public Finance 30
  • Partner Diplomatic Statecraft & Global Networks 30
  • Partner Alliances & Security Cooperation 30
  • Buy Development Cooperation & Global Assistance 30
  • Build Foundational Education 30
AI labour shockMarket access opening16.34 +0.162
2031
  • Partner Fiscal Capacity & Public Finance 30
  • Build Economic Output & Productivity 30
  • Partner Diplomatic Statecraft & Global Networks 30
  • Partner Investment Attraction & Projection 30
  • Partner Economic Leverage & Dependence 30
16.45 +0.111
2032
  • Build Economic Output & Productivity 28
  • Buy Development Cooperation & Global Assistance 28
  • Partner Export Capability & Sophistication 28
  • Partner Digital & Services Trade 28
  • Partner Economic Leverage & Dependence 28
Chronic disease advance16.63 +0.180
2033
  • Buy Artificial Intelligence 28
  • Buy Sovereign Capital & External Financial Power 28
  • Build Justice System & Fundamental Rights 28
  • Build Early Childhood Development 28
  • Partner Digital & Services Trade 28
16.81 +0.175
2034
  • Partner Information Environment & Strategic Communication 34
  • Buy Connectivity, Cyber & Trust Technologies 34
  • Build Population Health 34
  • Partner Global Value Chain Position 34
  • Build Justice System & Fundamental Rights 34
16.95 +0.142
2035
  • Build Public Integrity & Anti-Corruption 34
  • Build Population Health 34
  • Build Political Institutions & Civic Participation 34
  • Build Financial Infrastructure 34
  • Build Labour & Employment 34
17.08 +0.129
2036
  • Build Public Integrity & Anti-Corruption 35
  • Build Political Institutions & Civic Participation 35
  • Build Regulatory Governance & Strategic Controls 35
  • Build Transparency, Oversight & Accountability 35
  • Build Financial Infrastructure 35
17.19 +0.118
2037
  • Build Transparency, Oversight & Accountability 35
  • Build Industrial & Sectoral Base 35
  • Build Public Integrity & Anti-Corruption 35
  • Buy Resource Infrastructure 35
  • Build Political Institutions & Civic Participation 35
17.30 +0.104
2038
  • Build Transparency, Oversight & Accountability 33
  • Build Culture, Language & Education Diplomacy 33
  • Build Industrial & Sectoral Base 33
  • Buy Sovereign Capital & External Financial Power 33
  • Build Public Integrity & Anti-Corruption 33
17.43 +0.137
2039
  • Partner Information Environment & Strategic Communication 33
  • Build Labour & Employment 33
  • Buy Space, Aerospace & Defence Infrastructure 33
  • Build Transparency, Oversight & Accountability 33
  • Build Financial Regulation & Integrity 33
17.56 +0.122
2040
  • Build Structural Transformation & Complexity 33
  • Build Business Dynamism & Entrepreneurship 33
  • Build Financial Regulation & Integrity 33
  • Build Resource Infrastructure 33
  • Build Diaspora & Global Communities 33
17.69 +0.134
2041
  • Build Business Dynamism & Entrepreneurship 33
  • Partner Space Technologies 33
  • Buy Artificial Intelligence 33
  • Buy Sensing, Timing & Navigation 33
17.81 +0.123
2042No actions17.83 +0.019
2043No actions17.82 −0.018
2044No actions17.79 −0.026
2045No actions17.77 −0.022
2046No actionsAutomated discovery step17.94 +0.168

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.

Domain20262031203620412046
Critical Technology222233322222222222222
Strategic Infrastructure222221111111111111111
National Security333333333333333333333
Human Capital111111111111111111111
Information & Influence333211111111111111111
Governance & Integrity444433333211111111111
Financial Strength555542111111111111111
Production & Innovation111111111111111111111
Trade & Investment222211111111111111111

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
2046
Change
Invested
Decay
Events
Graph
Public Integrity & Anti-CorruptionGovernance & Integrity15.0020.00+5.00+5.10−0.07+0.60+0.35
Transparency, Oversight & AccountabilityGovernance & Integrity15.3320.00+4.67+4.95−0.07+0.60+0.24
Technical & Vocational SkillsHuman Capital15.5020.00+4.50+7.20−0.12+0.83+0.26
Lifelong Learning & ReskillingHuman Capital16.0020.00+4.00+6.44−0.12+0.42+0.07
Political Institutions & Civic ParticipationGovernance & Integrity16.0020.00+4.00+3.76−0.07+0.47+0.22
Economic Leverage & DependenceTrade & Investment15.3319.23+3.90+3.50−0.25+0.28+0.38
Alliances & Security CooperationInformation & Influence16.0019.84+3.84+4.26−0.27+0.09+0.28
Development Cooperation & Global AssistanceInformation & Influence14.5018.24+3.74+3.56−0.27+0.09+0.36
Population HealthHuman Capital16.0019.58+3.58+2.92−0.08+0.56+0.18
Diplomatic Statecraft & Global NetworksInformation & Influence14.5018.01+3.51+3.40−0.25+0.09+0.27
Research Talent & Knowledge CreationHuman Capital16.0019.47+3.47+2.26−0.14+0.76+0.59
Financial InfrastructureStrategic Infrastructure16.5019.93+3.43+2.93−0.19+0.47+0.22
Resource InfrastructureStrategic Infrastructure11.7515.12+3.37+2.93−0.15+0.47+0.12
Sovereign Capital & External Financial PowerFinancial Strength14.2017.54+3.34+2.99−0.17+0.23+0.30
Labour & EmploymentProduction & Innovation15.0018.26+3.26+3.07−0.22+0.06+0.36
Business Dynamism & EntrepreneurshipProduction & Innovation15.7518.99+3.24+2.91−0.23+0.33+0.23
Justice System & Fundamental RightsGovernance & Integrity15.0018.22+3.22+2.45−0.07+0.60+0.24
Digital & Services TradeTrade & Investment16.2519.39+3.14+3.03−0.25+0.21+0.16
Artificial IntelligenceCritical Technology16.0019.01+3.01+2.87−0.43+0.29+0.28
Advanced EducationHuman Capital17.0020.00+3.00+2.52−0.12+0.41+0.39
Digital & AI CompetenceHuman Capital17.0020.00+3.00+3.42−0.12+0.41+0.32
Information Environment & Strategic CommunicationInformation & Influence15.6718.66+2.99+3.10−0.25−0.18+0.33
Trade Policy & Market AccessTrade & Investment17.0019.87+2.87+1.97−0.26+0.53+0.63
Industrial & Sectoral BaseProduction & Innovation16.5019.35+2.85+2.61−0.24+0.33+0.15
Financial Regulation & IntegrityFinancial Strength15.7518.58+2.83+2.61−0.15+0.23+0.14
Foundational EducationHuman Capital17.2520.00+2.75+2.29−0.12+0.57+0.20
Economic Output & ProductivityProduction & Innovation16.5019.19+2.69+2.38−0.24+0.33+0.21
Investment Attraction & ProjectionTrade & Investment16.3318.76+2.43+1.71−0.24+0.53+0.42
Regulatory Governance & Strategic ControlsGovernance & Integrity16.3318.65+2.32+1.16−0.07+1.21+0.02
Fiscal Capacity & Public FinanceFinancial Strength16.5018.82+2.32+1.77−0.16+0.25+0.46
Early Childhood DevelopmentHuman Capital17.0019.04+2.04+1.17−0.12+0.56+0.42
Connectivity, Cyber & Trust TechnologiesCritical Technology16.6018.48+1.88+1.81−0.41+0.35+0.13
Export Capability & SophisticationTrade & Investment17.0018.75+1.75+1.38−0.24+0.28+0.33
Space, Aerospace & Defence InfrastructureStrategic Infrastructure16.3318.00+1.67+1.05−0.18+0.47+0.33
Structural Transformation & ComplexityProduction & Innovation16.6718.33+1.66+1.32−0.23+0.34+0.23
Sensing, Timing & NavigationCritical Technology15.8017.42+1.62+1.49−0.39+0.35+0.16
Culture, Language & Education DiplomacyInformation & Influence16.8018.40+1.60+1.42−0.24+0.10+0.33
Global Value Chain PositionTrade & Investment17.3318.88+1.55+1.38−0.24+0.28+0.13
Space TechnologiesCritical Technology14.6716.08+1.41+1.20−0.34+0.34+0.21
Government Effectiveness & Public AdministrationGovernance & Integrity17.2018.57+1.370.00−0.07+1.00+0.44
Diaspora & Global CommunitiesInformation & Influence15.5016.85+1.35+1.44−0.22+0.09+0.04
Innovation & CommercialisationProduction & Innovation18.0019.25+1.250.00−0.24+0.55+0.94
Social InfrastructureStrategic Infrastructure17.0018.09+1.090.00−0.17+0.61+0.65
Health System CapabilityHuman Capital16.6717.68+1.010.00−0.11+0.84+0.28
Advanced ManufacturingStrategic Infrastructure18.4019.33+0.930.00−0.18+0.48+0.64
Biotechnology & Health TechnologiesCritical Technology16.2017.05+0.850.00−0.36+0.84+0.37
Internal Security & OrderGovernance & Integrity15.6716.49+0.820.00−0.06+0.60+0.28
Transport InfrastructureStrategic Infrastructure16.5017.28+0.780.00−0.17+0.72+0.23
National Resilience & Crisis ManagementGovernance & Integrity16.2016.95+0.750.00−0.06+0.60+0.21
Energy InfrastructureStrategic Infrastructure16.1316.87+0.740.00−0.16+0.72+0.18
Communications & Digital InfrastructureStrategic Infrastructure18.0018.71+0.710.00−0.28+0.82+0.17
Quantum TechnologiesCritical Technology14.2514.91+0.660.00−0.32+0.34+0.63
Water, Sanitation & Waste InfrastructureStrategic Infrastructure16.8017.44+0.640.00−0.17+0.47+0.34
Robotics & Autonomous SystemsCritical Technology16.5017.09+0.590.00−0.36+0.56+0.39
Trade Facilitation & LogisticsTrade & Investment17.5018.07+0.570.00−0.23+0.54+0.26
Technology Adoption & DiffusionProduction & Innovation18.0018.49+0.490.00−0.23+0.34+0.39
Advanced Materials & ManufacturingCritical Technology16.7117.14+0.430.00−0.36+0.56+0.23
Agriculture & Food InfrastructureStrategic Infrastructure15.7516.16+0.410.00−0.15+0.47+0.09
Financial Stability & Crisis ManagementFinancial Strength16.6717.07+0.400.00−0.14+0.24+0.30
Semiconductors & Advanced ComputingCritical Technology17.5017.87+0.370.00−0.38+0.56+0.18
Energy TechnologiesCritical Technology16.6016.96+0.360.00−0.36+0.35+0.37
Financial System Depth & AccessFinancial Strength17.0017.35+0.350.00−0.14+0.24+0.26
Monetary & Currency CapabilityFinancial Strength16.3316.65+0.320.00−0.14+0.24+0.22
Air PowerNational Security16.7517.01+0.260.00−0.29+0.21+0.35
Space OperationsNational Security13.6713.93+0.260.00−0.24+0.21+0.30
Intelligence & AssessmentNational Security15.8316.08+0.250.00−0.28+0.21+0.32
Nuclear DeterrenceNational Security1.671.86+0.190.00−0.01+0.21−0.01
Cyber & Electromagnetic OperationsNational Security16.0016.18+0.180.00−0.28+0.21+0.26
Strategic Strike & Missile DefenceNational Security16.0016.14+0.140.00−0.28+0.21+0.21
Joint Command, Projection & SustainmentNational Security15.3315.43+0.100.00−0.27+0.21+0.16
Force Generation & MobilisationNational Security16.3316.39+0.060.00−0.28+0.21+0.14
Maritime PowerNational Security16.0016.03+0.030.00−0.28+0.21+0.10
Land PowerNational Security16.5016.48−0.020.00−0.29+0.21+0.06

Seed 4 of experiment cmaes-c1.c1-kor-greedy. The simulation can be reproduced exactly from the experiment's configuration, its versions and this seed.