Median simulation · mcts-m2b.m2b-kor-greedy

Simulation 14

South Korea, greedy, 20 years, seed 14: median simulation of the experiment's 20. Capability index 16.00 at the 2026 position, 17.50 in 2046; 100 actions over 20 rounds and 3 shocks.

Model 0.2.0 · graph 0.2.0 · parameters 0.1.1 · seed 14

The experiment · The other representative simulations: 18 (a poor simulation (10th percentile)), 20 (a good simulation (90th percentile))

Outcome

From the 2026 position to 2046.

Capability index
17.50 (+1.50)
From 16.00
Rank by index
2
From 6
Domains at Tier 1
6
From 2
Events
3 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
  • 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
Hybrid coercion15.77 −0.264
2029
  • Build Technical & Vocational Skills 30
  • Partner Alliances & Security Cooperation 30
  • Build Lifelong Learning & Reskilling 30
  • Partner Trade Policy & Market Access 30
  • Build Foundational Education 30
15.87 +0.090
2030
  • Partner Alliances & Security Cooperation 30
  • Partner Diplomatic Statecraft & Global Networks 30
  • Buy Development Cooperation & Global Assistance 30
  • Partner Fiscal Capacity & Public Finance 30
  • Build Economic Output & Productivity 30
16.04 +0.176
2031
  • Partner Fiscal Capacity & Public Finance 30
  • Partner Diplomatic Statecraft & Global Networks 30
  • Partner Investment Attraction & Projection 30
  • Build Economic Output & Productivity 30
  • Partner Economic Leverage & Dependence 30
16.17 +0.128
2032
  • Partner Investment Attraction & Projection 31
  • Build Development Cooperation & Global Assistance 31
  • Partner Export Capability & Sophistication 31
  • Partner Economic Leverage & Dependence 31
  • Partner Digital & Services Trade 31
16.31 +0.143
2033
  • Build Development Cooperation & Global Assistance 32
  • Partner Global Value Chain Position 32
  • Build Government Effectiveness & Public Administration 32
  • Buy Artificial Intelligence 32
  • Partner Trade Facilitation & Logistics 32
16.46 +0.145
2034
  • Partner Information Environment & Strategic Communication 32
  • Build Government Effectiveness & Public Administration 32
  • Buy Connectivity, Cyber & Trust Technologies 32
  • Build Justice System & Fundamental Rights 32
  • Build Early Childhood Development 32
16.57 +0.115
2035
  • Build Justice System & Fundamental Rights 33
  • Buy Sovereign Capital & External Financial Power 33
  • Build Regulatory Governance & Strategic Controls 33
  • Build Financial Infrastructure 33
  • Buy Communications & Digital Infrastructure 33
16.68 +0.110
2036
  • Build Public Integrity & Anti-Corruption 33
  • Build Regulatory Governance & Strategic Controls 33
  • Build Population Health 33
  • Build Political Institutions & Civic Participation 33
  • Build Financial Infrastructure 33
16.75 +0.067
2037
  • Build Public Integrity & Anti-Corruption 33
  • Build Resource Infrastructure 33
  • Build Regulatory Governance & Strategic Controls 33
  • Build Transparency, Oversight & Accountability 33
  • Build Population Health 33
Regional war spillover16.55 −0.198
2038
  • Buy Technology Adoption & Diffusion 33
  • Build Resource Infrastructure 33
  • Build Labour & Employment 33
  • Build Public Integrity & Anti-Corruption 33
  • Build Transparency, Oversight & Accountability 33
16.66 +0.108
2039
  • Partner Information Environment & Strategic Communication 32
  • Build Labour & Employment 32
  • Partner Culture, Language & Education Diplomacy 32
  • Build Industrial & Sectoral Base 32
  • Build Resource Infrastructure 32
Global funding seizure16.63 −0.029
2040
  • Build Fiscal Capacity & Public Finance 32
  • Partner Digital & Services Trade 32
  • Partner Diplomatic Statecraft & Global Networks 32
  • Buy Artificial Intelligence 32
  • Build Financial Regulation & Integrity 32
16.78 +0.154
2041
  • Build Fiscal Capacity & Public Finance 32
  • Buy Space, Aerospace & Defence Infrastructure 32
  • Partner Trade Facilitation & Logistics 32
  • Buy Sovereign Capital & External Financial Power 32
  • Build Financial Regulation & Integrity 32
16.92 +0.140
2042
  • Build Business Dynamism & Entrepreneurship 32
  • Build Political Institutions & Civic Participation 32
  • Buy Energy Infrastructure 32
  • Buy Space, Aerospace & Defence Infrastructure 32
  • Partner Export Capability & Sophistication 32
17.02 +0.096
2043
  • Partner Space Technologies 32
  • Build Business Dynamism & Entrepreneurship 32
  • Build Structural Transformation & Complexity 32
  • Buy Sensing, Timing & Navigation 32
  • Build Industrial & Sectoral Base 32
17.13 +0.106
2044
  • Build Structural Transformation & Complexity 32
  • Build Diaspora & Global Communities 32
  • Partner Space Technologies 32
  • Buy Biotechnology & Health Technologies 32
  • Build Monetary & Currency Capability 32
17.23 +0.103
2045
  • Buy Energy Technologies 33
  • Buy Robotics & Autonomous Systems 33
  • Buy Connectivity, Cyber & Trust Technologies 33
  • Buy Advanced Materials & Manufacturing 33
  • Buy Energy Infrastructure 33
17.37 +0.140
2046
  • Buy Sensing, Timing & Navigation 33
  • Buy Sovereign Capital & External Financial Power 33
  • Buy Health System Capability 33
  • Buy Internal Security & Order 33
  • Buy Biotechnology & Health Technologies 33
17.50 +0.132

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 Technology223333322222222222222
Strategic Infrastructure222222222222222222222
National Security333333333333333333333
Human Capital111111111111111111111
Information & Influence333211111111111111111
Governance & Integrity445555553311111111111
Financial Strength555542111112222111111
Production & Innovation111111111112111111111
Trade & Investment222211111111111111111

Probes

What the experiment's counterfactual probes found, paired seed by seed on its first 5 seeds: the same simulation with one thing changed, the difference at the horizon.

ProbeIndexScore sumTier 1
Hold instead of the method−2.048−140.4−5.20
No shocks+0.209+14.7+0.20
Replay of the recorded actions (must change nothing)0.0000.00.00
Without the 1st largest decision−0.007−0.50.00
Without the 2nd largest decision−0.005−0.30.00
Without the 3rd largest decision−0.010−0.70.00
Without the 4th largest decision−0.015−1.00.00
Without the 5th largest decision−0.009−0.70.00
Without the 1st largest shock+0.118+8.80.00
Without the 2nd largest shock+0.095+7.00.00
Without the 3rd largest shock+0.184+14.00.00

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 & Influence14.5019.55+5.05+5.550.00−0.72+0.23
Technical & Vocational SkillsHuman Capital15.5019.93+4.43+7.200.00−0.13+0.07
Sovereign Capital & External Financial PowerFinancial Strength14.2018.30+4.10+4.400.00−0.55+0.25
Diplomatic Statecraft & Global NetworksInformation & Influence14.5018.56+4.06+4.640.00−0.75+0.17
Lifelong Learning & ReskillingHuman Capital16.0019.91+3.91+6.430.00−0.14+0.04
Alliances & Security CooperationInformation & Influence16.0019.82+3.82+4.900.00−1.21+0.21
Resource InfrastructureStrategic Infrastructure11.7515.45+3.70+4.670.00−1.16+0.20
Public Integrity & Anti-CorruptionGovernance & Integrity15.0018.70+3.70+3.960.00−0.49+0.24
Regulatory Governance & Strategic ControlsGovernance & Integrity16.3319.62+3.29+3.730.00−0.47+0.04
Digital & AI CompetenceHuman Capital17.0020.00+3.00+3.420.00−0.14+0.27
Artificial IntelligenceCritical Technology16.0018.81+2.81+3.220.00−0.48+0.08
Economic Leverage & DependenceTrade & Investment15.3318.12+2.79+3.710.00−1.27+0.35
Population HealthHuman Capital16.0018.69+2.69+2.860.00−0.160.00
Research Talent & Knowledge CreationHuman Capital16.0018.62+2.62+2.260.00−0.17+0.54
Advanced EducationHuman Capital17.0019.55+2.55+2.520.00−0.15+0.17
Fiscal Capacity & Public FinanceFinancial Strength16.5019.03+2.53+3.150.00−1.02+0.41
Labour & EmploymentProduction & Innovation15.0017.51+2.51+3.220.00−0.92+0.22
Digital & Services TradeTrade & Investment16.2518.69+2.44+3.230.00−0.88+0.09
Sensing, Timing & NavigationCritical Technology15.8018.24+2.44+2.800.00−0.47+0.11
Business Dynamism & EntrepreneurshipProduction & Innovation15.7518.13+2.38+3.030.00−0.73+0.08
Financial InfrastructureStrategic Infrastructure16.5018.87+2.37+3.220.00−0.88+0.03
Investment Attraction & ProjectionTrade & Investment16.3318.69+2.36+3.280.00−1.12+0.20
Connectivity, Cyber & Trust TechnologiesCritical Technology16.6018.96+2.36+3.020.00−0.70+0.04
Financial Regulation & IntegrityFinancial Strength15.7518.10+2.35+2.800.00−0.71+0.26
Biotechnology & Health TechnologiesCritical Technology16.2018.53+2.33+2.500.00−0.47+0.30
Information Environment & Strategic CommunicationInformation & Influence15.6717.97+2.30+3.430.00−1.22+0.09
Structural Transformation & ComplexityProduction & Innovation16.6718.93+2.26+2.860.00−0.72+0.12
Justice System & Fundamental RightsGovernance & Integrity15.0017.20+2.20+2.610.00−0.48+0.06
Transparency, Oversight & AccountabilityGovernance & Integrity15.3317.49+2.16+2.610.00−0.49+0.04
Political Institutions & Civic ParticipationGovernance & Integrity16.0018.10+2.10+2.410.00−0.48+0.17
Space TechnologiesCritical Technology14.6716.76+2.09+2.410.00−0.48+0.16
Export Capability & SophisticationTrade & Investment17.0019.03+2.03+2.760.00−0.87+0.14
Trade Policy & Market AccessTrade & Investment17.0018.86+1.86+2.120.00−0.87+0.60
Economic Output & ProductivityProduction & Innovation16.5018.27+1.77+2.530.00−0.85+0.10
Industrial & Sectoral BaseProduction & Innovation16.5018.25+1.75+2.570.00−0.72−0.10
Space, Aerospace & Defence InfrastructureStrategic Infrastructure16.3317.94+1.61+2.240.00−0.82+0.18
Government Effectiveness & Public AdministrationGovernance & Integrity17.2018.78+1.58+2.210.00−0.91+0.28
Trade Facilitation & LogisticsTrade & Investment17.5018.82+1.32+2.600.00−1.22−0.07
Early Childhood DevelopmentHuman Capital17.0018.30+1.30+1.370.00−0.16+0.09
Advanced Materials & ManufacturingCritical Technology16.7117.97+1.26+1.390.00−0.47+0.34
Robotics & Autonomous SystemsCritical Technology16.5017.72+1.22+1.450.00−0.47+0.24
Culture, Language & Education DiplomacyInformation & Influence16.8018.02+1.22+1.600.00−0.72+0.35
Foundational EducationHuman Capital17.2518.37+1.12+1.200.00−0.15+0.08
Energy TechnologiesCritical Technology16.6017.71+1.11+1.450.00−0.61+0.27
Health System CapabilityHuman Capital16.6717.70+1.03+1.090.00−0.23+0.17
Energy InfrastructureStrategic Infrastructure16.1317.10+0.97+2.380.00−1.54+0.14
Technology Adoption & DiffusionProduction & Innovation18.0018.91+0.91+1.350.00−0.71+0.27
Diaspora & Global CommunitiesInformation & Influence15.5016.29+0.79+1.460.00−0.73+0.06
Monetary & Currency CapabilityFinancial Strength16.3317.07+0.74+1.300.00−0.70+0.13
Global Value Chain PositionTrade & Investment17.3318.07+0.74+1.480.00−0.86+0.12
Internal Security & OrderGovernance & Integrity15.6716.41+0.74+1.270.00−0.73+0.20
Communications & Digital InfrastructureStrategic Infrastructure18.0018.13+0.13+1.190.00−1.24+0.17
Quantum TechnologiesCritical Technology14.2514.37+0.120.000.00−0.49+0.61
Innovation & CommercialisationProduction & Innovation18.0017.99−0.010.000.00−0.71+0.69
Nuclear DeterrenceNational Security1.671.48−0.190.000.00−0.16−0.02
Social InfrastructureStrategic Infrastructure17.0016.71−0.290.000.00−0.81+0.52
Semiconductors & Advanced ComputingCritical Technology17.5017.11−0.390.000.00−0.46+0.07
Advanced ManufacturingStrategic Infrastructure18.4017.94−0.460.000.00−0.79+0.33
Water, Sanitation & Waste InfrastructureStrategic Infrastructure16.8016.30−0.500.000.00−0.81+0.32
Financial System Depth & AccessFinancial Strength17.0016.42−0.580.000.00−0.69+0.11
Financial Stability & Crisis ManagementFinancial Strength16.6716.09−0.580.000.00−0.70+0.11
Force Generation & MobilisationNational Security16.3315.67−0.660.000.00−0.80+0.14
Air PowerNational Security16.7516.01−0.740.000.00−0.79+0.05
National Resilience & Crisis ManagementGovernance & Integrity16.2015.46−0.740.000.00−0.88+0.14
Space OperationsNational Security13.6712.88−0.790.000.00−0.83+0.04
Transport InfrastructureStrategic Infrastructure16.5015.68−0.820.000.00−1.10+0.28
Land PowerNational Security16.5015.62−0.880.000.00−0.79−0.09
Agriculture & Food InfrastructureStrategic Infrastructure15.7514.85−0.900.000.00−0.82−0.08
Joint Command, Projection & SustainmentNational Security15.3314.27−1.060.000.00−1.13+0.07
Cyber & Electromagnetic OperationsNational Security16.0014.94−1.060.000.00−1.28+0.23
Strategic Strike & Missile DefenceNational Security16.0014.92−1.080.000.00−1.12+0.03
Intelligence & AssessmentNational Security15.8314.72−1.110.000.00−1.29+0.17
Maritime PowerNational Security16.0014.37−1.630.000.00−1.60−0.03

Seed 14 of experiment mcts-m2b.m2b-kor-greedy. The simulation can be reproduced exactly from the experiment's configuration, its versions and this seed.