A good simulation (90th percentile) · cmaes-c1.c1-kor-greedy

Simulation 3

South Korea, greedy, 20 years, seed 3: a good simulation (90th percentile) of the experiment's 5. Capability index 16.00 at the 2026 position, 18.14 in 2046; 85 actions over 20 rounds and 1 shock.

Model 0.2.0 · graph 0.2.0 · parameters 0.1.1 · seed 3

The experiment · The other representative simulations: 4 (median simulation), 1 (a poor simulation (10th percentile))

Outcome

From the 2026 position to 2046.

Capability index
18.14 (+2.14)
From 16.00
Rank by index
1
From 6
Domains at Tier 1
7
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
  • 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
AI labour shock16.05 −0.045
2030
  • Partner Fiscal Capacity & Public Finance 30
  • Partner Alliances & Security Cooperation 30
  • Partner Diplomatic Statecraft & Global Networks 30
  • Buy Development Cooperation & Global Assistance 30
  • Build Foundational Education 30
16.08 +0.036
2031
  • Partner Fiscal Capacity & Public Finance 27
  • Build Economic Output & Productivity 27
  • Partner Investment Attraction & Projection 27
  • Partner Diplomatic Statecraft & Global Networks 27
  • Partner Economic Leverage & Dependence 27
16.07 −0.009
2032
  • Partner Fiscal Capacity & Public Finance 27
  • Build Economic Output & Productivity 27
  • Partner Investment Attraction & Projection 27
  • Partner Digital & Services Trade 27
  • Partner Export Capability & Sophistication 27
Market access opening16.25 +0.184
2033
  • Buy Artificial Intelligence 31
  • Build Development Cooperation & Global Assistance 31
  • Build Economic Output & Productivity 31
  • Partner Global Value Chain Position 31
  • Partner Digital & Services Trade 31
16.46 +0.201
2034
  • Build Development Cooperation & Global Assistance 32
  • Partner Economic Leverage & Dependence 32
  • Partner Information Environment & Strategic Communication 32
  • Buy Sovereign Capital & External Financial Power 32
  • Build Government Effectiveness & Public Administration 32
16.67 +0.211
2035
  • Buy Connectivity, Cyber & Trust Technologies 33
  • Build Early Childhood Development 33
  • Build Justice System & Fundamental Rights 33
  • Build Population Health 33
  • Build Political Institutions & Civic Participation 33
16.79 +0.121
2036
  • Build Early Childhood Development 33
  • Build Justice System & Fundamental Rights 33
  • Build Labour & Employment 33
  • Build Regulatory Governance & Strategic Controls 33
  • Build Population Health 33
16.86 +0.072
2037
  • Buy Artificial Intelligence 33
  • Build Public Integrity & Anti-Corruption 33
  • Partner Trade Facilitation & Logistics 33
  • Build Regulatory Governance & Strategic Controls 33
  • Build Justice System & Fundamental Rights 33
16.95 +0.095
2038
  • Build Public Integrity & Anti-Corruption 33
  • Build Transparency, Oversight & Accountability 33
  • Build Financial Infrastructure 33
  • Build Industrial & Sectoral Base 33
  • Build Resource Infrastructure 33
17.05 +0.098
2039
  • Build Transparency, Oversight & Accountability 33
  • Build Public Integrity & Anti-Corruption 33
  • Build Financial Infrastructure 33
  • Partner Information Environment & Strategic Communication 33
  • Build Resource Infrastructure 33
17.16 +0.104
2040
  • Build Transparency, Oversight & Accountability 33
  • Partner Culture, Language & Education Diplomacy 33
  • Buy Sovereign Capital & External Financial Power 33
  • Build Financial Regulation & Integrity 33
  • Build Public Integrity & Anti-Corruption 33
17.31 +0.151
2041
  • Build Political Institutions & Civic Participation 33
  • Build Labour & Employment 33
  • Build Business Dynamism & Entrepreneurship 33
  • Buy Space, Aerospace & Defence Infrastructure 33
  • Build Diplomatic Statecraft & Global Networks 33
17.43 +0.120
2042
  • Partner Space Technologies 33
  • Build Labour & Employment 33
  • Build Political Institutions & Civic Participation 33
  • Build Structural Transformation & Complexity 33
  • Build Business Dynamism & Entrepreneurship 33
Clean power threshold17.63 +0.207
2043
  • Buy Sensing, Timing & Navigation 33
  • Build Diaspora & Global Communities 33
  • Partner Space Technologies 33
  • Build Financial System Depth & Access 33
  • Build Structural Transformation & Complexity 33
17.85 +0.220
2044No actions18.02 +0.165
2045No actions18.10 +0.081
2046No actions18.14 +0.043

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 Technology222333322222222222222
Strategic Infrastructure222222222111111111111
National Security333333333333333333333
Human Capital111111111111111111111
Information & Influence333211111111111111111
Governance & Integrity444555543321111111111
Financial Strength555555211111111111111
Production & Innovation111222222211111111111
Trade & Investment222222111111111111111

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
Development Cooperation & Global AssistanceInformation & Influence14.5019.97+5.47+5.52−0.17−0.09+0.48
Public Integrity & Anti-CorruptionGovernance & Integrity15.0020.00+5.00+5.14−0.05+0.54+0.37
Labour & EmploymentProduction & Innovation15.0019.72+4.72+4.54−0.15−0.14+0.47
Technical & Vocational SkillsHuman Capital15.5020.00+4.50+7.20−0.07+0.74+0.11
Justice System & Fundamental RightsGovernance & Integrity15.0019.48+4.48+3.87−0.04+0.54+0.11
Transparency, Oversight & AccountabilityGovernance & Integrity15.3319.77+4.44+3.89−0.05+0.54+0.06
Diplomatic Statecraft & Global NetworksInformation & Influence14.5018.90+4.40+4.30−0.16−0.09+0.34
Resource InfrastructureStrategic Infrastructure11.7516.11+4.36+3.04−0.10+1.08+0.33
Lifelong Learning & ReskillingHuman Capital16.0020.00+4.00+6.44−0.07−0.05+0.07
Alliances & Security CooperationInformation & Influence16.0019.97+3.97+4.36−0.17−0.08+0.31
Economic Leverage & DependenceTrade & Investment15.3319.26+3.93+3.43−0.16+0.23+0.44
Political Institutions & Civic ParticipationGovernance & Integrity16.0019.79+3.79+3.41−0.04+0.31+0.12
Investment Attraction & ProjectionTrade & Investment16.3319.99+3.66+3.05−0.17+0.48+0.30
Regulatory Governance & Strategic ControlsGovernance & Integrity16.3319.89+3.56+2.50−0.05+1.09+0.02
Sovereign Capital & External Financial PowerFinancial Strength14.2017.74+3.54+3.26−0.11+0.17+0.21
Economic Output & ProductivityProduction & Innovation16.5020.00+3.50+3.33−0.16+0.33+0.23
Financial InfrastructureStrategic Infrastructure16.5019.97+3.47+2.97−0.12+0.56+0.05
Business Dynamism & EntrepreneurshipProduction & Innovation15.7519.19+3.44+3.03−0.15+0.32+0.24
Digital & Services TradeTrade & Investment16.2519.59+3.34+3.44−0.17−0.06+0.13
Population HealthHuman Capital16.0019.16+3.16+2.91−0.05+0.21+0.09
Artificial IntelligenceCritical Technology16.0019.04+3.04+3.42−0.28−0.24+0.14
Early Childhood DevelopmentHuman Capital17.0020.00+3.00+2.73−0.08+0.22+0.33
Digital & AI CompetenceHuman Capital17.0020.00+3.00+3.42−0.08−0.05+0.31
Structural Transformation & ComplexityProduction & Innovation16.6719.62+2.95+2.62−0.15+0.33+0.16
Information Environment & Strategic CommunicationInformation & Influence15.6718.49+2.82+3.35−0.16−0.55+0.18
Research Talent & Knowledge CreationHuman Capital16.0018.76+2.76+2.26−0.09+0.20+0.40
Trade Policy & Market AccessTrade & Investment17.0019.76+2.76+1.97−0.16+0.49+0.47
Foundational EducationHuman Capital17.2519.96+2.71+2.33−0.08+0.22+0.24
Fiscal Capacity & Public FinanceFinancial Strength16.5019.20+2.70+2.49−0.11−0.27+0.59
Advanced EducationHuman Capital17.0019.69+2.69+2.52−0.08−0.06+0.30
Space TechnologiesCritical Technology14.6717.20+2.53+2.42−0.24+0.20+0.15
Government Effectiveness & Public AdministrationGovernance & Integrity17.2019.61+2.41+1.04−0.05+1.10+0.31
Industrial & Sectoral BaseProduction & Innovation16.5018.80+2.30+1.46−0.15+0.86+0.14
Financial System Depth & AccessFinancial Strength17.0019.01+2.01+1.20−0.10+0.73+0.18
Connectivity, Cyber & Trust TechnologiesCritical Technology16.6018.51+1.91+1.91−0.27+0.21+0.06
Export Capability & SophisticationTrade & Investment17.0018.90+1.90+1.51−0.16+0.24+0.30
Trade Facilitation & LogisticsTrade & Investment17.5019.32+1.82+1.30−0.16+0.49+0.19
Global Value Chain PositionTrade & Investment17.3319.15+1.82+1.53−0.16+0.24+0.21
Sensing, Timing & NavigationCritical Technology15.8017.57+1.77+1.54−0.25+0.20+0.28
Space, Aerospace & Defence InfrastructureStrategic Infrastructure16.3318.07+1.74+1.12−0.11+0.56+0.17
Culture, Language & Education DiplomacyInformation & Influence16.8018.44+1.64+1.52−0.16−0.07+0.35
Financial Regulation & IntegrityFinancial Strength15.7517.39+1.64+1.39−0.09+0.19+0.15
Energy InfrastructureStrategic Infrastructure16.1317.48+1.350.00−0.11+1.34+0.12
Diaspora & Global CommunitiesInformation & Influence15.5016.76+1.26+1.45−0.14−0.08+0.04
Technology Adoption & DiffusionProduction & Innovation18.0019.17+1.170.00−0.15+0.86+0.46
Advanced ManufacturingStrategic Infrastructure18.4019.46+1.060.00−0.12+0.57+0.62
Transport InfrastructureStrategic Infrastructure16.5017.56+1.060.00−0.11+0.81+0.35
Innovation & CommercialisationProduction & Innovation18.0019.04+1.040.00−0.15+0.34+0.86
Social InfrastructureStrategic Infrastructure17.0018.00+1.000.00−0.11+0.56+0.55
Internal Security & OrderGovernance & Integrity15.6716.54+0.870.00−0.04+0.54+0.36
Energy TechnologiesCritical Technology16.6017.36+0.760.00−0.24+0.74+0.25
National Resilience & Crisis ManagementGovernance & Integrity16.2016.89+0.690.00−0.04+0.55+0.18
Water, Sanitation & Waste InfrastructureStrategic Infrastructure16.8017.49+0.690.00−0.11+0.56+0.23
Communications & Digital InfrastructureStrategic Infrastructure18.0018.59+0.590.00−0.18+0.57+0.20
Quantum TechnologiesCritical Technology14.2514.79+0.540.00−0.20+0.19+0.55
Agriculture & Food InfrastructureStrategic Infrastructure15.7516.25+0.500.00−0.10+0.56+0.04
Advanced Materials & ManufacturingCritical Technology16.7117.10+0.390.00−0.23+0.21+0.41
Robotics & Autonomous SystemsCritical Technology16.5016.89+0.390.00−0.23+0.21+0.41
Health System CapabilityHuman Capital16.6717.03+0.360.00−0.07+0.21+0.21
Monetary & Currency CapabilityFinancial Strength16.3316.65+0.320.00−0.09+0.19+0.22
Financial Stability & Crisis ManagementFinancial Strength16.6716.93+0.260.00−0.09+0.20+0.15
Biotechnology & Health TechnologiesCritical Technology16.2016.43+0.230.00−0.23+0.21+0.25
Semiconductors & Advanced ComputingCritical Technology17.5017.71+0.210.00−0.24+0.22+0.24
Force Generation & MobilisationNational Security16.3316.37+0.040.00−0.180.00+0.22
Air PowerNational Security16.7516.76+0.010.00−0.190.00+0.20
Cyber & Electromagnetic OperationsNational Security16.0016.01+0.010.00−0.180.00+0.18
Space OperationsNational Security13.6713.65−0.020.00−0.150.00+0.14
Nuclear DeterrenceNational Security1.671.65−0.020.000.000.00−0.01
Intelligence & AssessmentNational Security15.8315.78−0.050.00−0.180.00+0.13
Strategic Strike & Missile DefenceNational Security16.0015.94−0.060.00−0.180.00+0.12
Joint Command, Projection & SustainmentNational Security15.3315.26−0.070.00−0.170.00+0.10
Land PowerNational Security16.5016.39−0.110.00−0.180.00+0.08
Maritime PowerNational Security16.0015.88−0.120.00−0.180.00+0.06

Seed 3 of experiment cmaes-c1.c1-kor-greedy. The simulation can be reproduced exactly from the experiment's configuration, its versions and this seed.