A poor simulation (10th percentile) · mcts-m2.m2-kor-greedy-marginal

Simulation 6

South Korea, greedy, 20 years, seed 6: a poor simulation (10th percentile) of the experiment's 50. Capability index 16.00 at the 2026 position, 17.59 in 2046; 89 actions over 20 rounds and 4 shocks.

Model 0.1.0 · graph 0.2.0 · parameters 0.1.0 · seed 6

The experiment · The other representative simulations: 50 (median simulation), 27 (a good simulation (90th percentile))

Outcome

From the 2026 position to 2046.

Capability index
17.59 (+1.59)
From 16.00
Rank by index
2
From 6
Domains at Tier 1
7
From 2
Events
4 shocks
1 upside event

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 44
  • Build Lifelong Learning & Reskilling 44
  • Build Digital & AI Competence 44
  • Buy Research Talent & Knowledge Creation 44
  • Build Advanced Education 44
Legitimacy rupture15.91 −0.095
2028
  • Build Technical & Vocational Skills 44
  • Build Lifelong Learning & Reskilling 44
  • Build Digital & AI Competence 44
  • Partner Alliances & Security Cooperation 44
  • Build Advanced Education 44
15.99 +0.085
2029
  • Build Technical & Vocational Skills 44
  • Partner Trade Policy & Market Access 44
  • Build Foundational Education 44
  • Partner Fiscal Capacity & Public Finance 44
  • Partner Diplomatic Statecraft & Global Networks 44
16.14 +0.152
2030
  • Buy Development Cooperation & Global Assistance 44
  • Partner Fiscal Capacity & Public Finance 44
  • Build Foundational Education 44
  • Build Economic Output & Productivity 44
  • Partner Investment Attraction & Projection 44
16.33 +0.188
2031
  • Build Research Talent & Knowledge Creation 45
  • Build Economic Output & Productivity 45
  • Partner Economic Leverage & Dependence 45
  • Partner Export Capability & Sophistication 45
  • Partner Digital & Services Trade 45
16.46 +0.133
2032
  • Build Research Talent & Knowledge Creation 47
  • Partner Diplomatic Statecraft & Global Networks 47
  • Buy Artificial Intelligence 47
  • Build Development Cooperation & Global Assistance 47
  • Build Government Effectiveness & Public Administration 47
16.64 +0.174
2033
  • Partner Global Value Chain Position 49
  • Build Justice System & Fundamental Rights 49
  • Partner Trade Facilitation & Logistics 49
  • Buy Sovereign Capital & External Financial Power 49
  • Build Early Childhood Development 49
16.81 +0.168
2034
  • Buy Connectivity, Cyber & Trust Technologies 50
  • Partner Information Environment & Strategic Communication 50
  • Build Population Health 50
  • Build Regulatory Governance & Strategic Controls 50
  • Build Justice System & Fundamental Rights 50
16.97 +0.162
2035
  • Build Public Integrity & Anti-Corruption 50
  • Build Political Institutions & Civic Participation 50
  • Build Regulatory Governance & Strategic Controls 50
  • Build Population Health 50
  • Build Financial Infrastructure 50
17.08 +0.110
2036
  • Build Transparency, Oversight & Accountability 51
  • Build Public Integrity & Anti-Corruption 51
  • Build Political Institutions & Civic Participation 51
  • Build Labour & Employment 51
  • Buy Resource Infrastructure 51
17.20 +0.116
2037
  • Build Transparency, Oversight & Accountability 51
  • Build Industrial & Sectoral Base 51
  • Build Public Integrity & Anti-Corruption 51
  • Build Labour & Employment 51
  • Build Political Institutions & Civic Participation 51
17.34 +0.150
2038
  • Build Transparency, Oversight & Accountability 51
  • Build Culture, Language & Education Diplomacy 51
  • Build Financial Regulation & Integrity 51
  • Build Industrial & Sectoral Base 51
  • Buy Technology Adoption & Diffusion 51
17.55 +0.200
2039
  • Build Business Dynamism & Entrepreneurship 51
  • Buy Space, Aerospace & Defence Infrastructure 51
  • Build Structural Transformation & Complexity 51
  • Build Financial Regulation & Integrity 20
  • Build Health System Capability 20
Regional war spilloverAI labour shock17.17 −0.378
2040
  • Partner Economic Leverage & Dependence 51
17.20 +0.037
2041
  • Build Fiscal Capacity & Public Finance 43
  • Build Communications & Digital Infrastructure 17
17.18 −0.024
2042
  • Build Fiscal Capacity & Public Finance 42
  • Partner Investment Attraction & Projection 42
  • Partner Digital & Services Trade 42
  • Build Communications & Digital Infrastructure 42
  • Partner Information Environment & Strategic Communication 8
17.24 +0.056
2043
  • Buy Artificial Intelligence 48
  • Partner Space Technologies 48
  • Partner Trade Facilitation & Logistics 48
  • Buy Sensing, Timing & Navigation 19
  • Buy Sovereign Capital & External Financial Power 19
17.36 +0.124
2044
  • Build Monetary & Currency Capability 49
  • Buy Energy Infrastructure 49
  • Build Diaspora & Global Communities 20
  • Buy Resource Infrastructure 20
17.44 +0.075
2045
  • Buy Robotics & Autonomous Systems 50
  • Buy Sensing, Timing & Navigation 50
  • Buy Energy Technologies 20
  • Buy Biotechnology & Health Technologies 10
Breadbasket failure17.45 +0.016
2046
  • Buy Advanced Materials & Manufacturing 50
  • Buy Sovereign Capital & External Financial Power 50
  • Buy Biotechnology & Health Technologies 10
Chronic disease advance17.59 +0.139

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 Technology233333222222222222222
Strategic Infrastructure222222221111122222111
National Security333333333333333333333
Human Capital111111111111111111111
Information & Influence332111111111111111111
Governance & Integrity455555332111111111111
Financial Strength555511111111122211111
Production & Innovation111111111111111111111
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−2.370−162.7−5.00
No shocks+0.131+10.4+0.40
Replay of the recorded actions (must change nothing)0.0000.00.00
Without the 1st largest decision−0.021−1.20.00
Without the 2nd largest decision−0.012−1.10.00
Without the 3rd largest decision−0.016−1.10.00
Without the 4th largest decision−0.005−0.40.00
Without the 5th largest decision−0.011−0.70.00
Without the 1st largest shock+0.065+5.3+0.40
Without the 2nd largest shock+0.027+2.8+0.67
Without the 3rd largest shock−0.022+0.70.00

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
Public Integrity & Anti-CorruptionGovernance & Integrity15.0020.00+5.00+5.840.00−0.45+0.50
Transparency, Oversight & AccountabilityGovernance & Integrity15.3320.00+4.67+5.860.00−0.56+0.25
Sovereign Capital & External Financial PowerFinancial Strength14.2018.61+4.41+5.450.00−1.20+0.16
Development Cooperation & Global AssistanceInformation & Influence14.5018.90+4.40+4.960.00−0.87+0.31
Technical & Vocational SkillsHuman Capital15.5019.89+4.39+9.590.00−0.37+0.24
Political Institutions & Civic ParticipationGovernance & Integrity16.0020.00+4.00+5.500.00−0.68+0.31
Labour & EmploymentProduction & Innovation15.0018.90+3.90+4.800.00−1.21+0.30
Population HealthHuman Capital16.0019.85+3.85+4.240.00−0.46+0.07
Diplomatic Statecraft & Global NetworksInformation & Influence14.5018.35+3.85+4.530.00−1.02+0.35
Artificial IntelligenceCritical Technology16.0019.67+3.67+4.390.00−1.05+0.33
Lifelong Learning & ReskillingHuman Capital16.0019.67+3.67+6.610.00−0.56+0.17
Research Talent & Knowledge CreationHuman Capital16.0019.67+3.67+4.240.00−0.43+0.35
Justice System & Fundamental RightsGovernance & Integrity15.0018.57+3.57+3.830.00−0.54+0.28
Economic Leverage & DependenceTrade & Investment15.3318.78+3.45+5.180.00−1.86+0.13
Regulatory Governance & Strategic ControlsGovernance & Integrity16.3319.52+3.19+3.690.00−0.52+0.02
Alliances & Security CooperationInformation & Influence16.0018.98+2.98+3.470.00−0.89+0.39
Investment Attraction & ProjectionTrade & Investment16.3319.27+2.94+4.060.00−1.34+0.22
Industrial & Sectoral BaseProduction & Innovation16.5019.37+2.87+3.870.00−0.93−0.06
Fiscal Capacity & Public FinanceFinancial Strength16.5019.36+2.86+4.500.00−2.20+0.56
Digital & Services TradeTrade & Investment16.2519.11+2.86+4.300.00−1.63+0.20
Advanced EducationHuman Capital17.0019.77+2.77+3.590.00−0.59+0.43
Digital & AI CompetenceHuman Capital17.0019.72+2.72+4.900.00−0.56+0.45
Economic Output & ProductivityProduction & Innovation16.5019.18+2.68+3.420.00−0.90+0.15
Sensing, Timing & NavigationCritical Technology15.8018.39+2.59+3.100.00−0.66+0.15
Foundational EducationHuman Capital17.2519.73+2.48+3.320.00−0.40+0.12
Financial Regulation & IntegrityFinancial Strength15.7517.84+2.09+2.940.00−1.05+0.20
Connectivity, Cyber & Trust TechnologiesCritical Technology16.6018.65+2.05+2.590.00−0.69+0.15
Resource InfrastructureStrategic Infrastructure11.7513.71+1.96+3.150.00−1.43+0.24
Trade Policy & Market AccessTrade & Investment17.0018.95+1.95+2.870.00−1.22+0.39
Robotics & Autonomous SystemsCritical Technology16.5018.43+1.93+2.180.00−0.65+0.40
Early Childhood DevelopmentHuman Capital17.0018.92+1.92+2.020.00−0.48+0.38
Advanced Materials & ManufacturingCritical Technology16.7118.61+1.90+2.050.00−0.65+0.50
Information Environment & Strategic CommunicationInformation & Influence15.6717.53+1.86+3.040.00−1.43+0.25
Trade Facilitation & LogisticsTrade & Investment17.5019.25+1.75+3.700.00−1.93−0.03
Culture, Language & Education DiplomacyInformation & Influence16.8018.45+1.65+2.190.00−0.84+0.30
Financial InfrastructureStrategic Infrastructure16.5018.09+1.59+2.310.00−0.73+0.02
Business Dynamism & EntrepreneurshipProduction & Innovation15.7517.32+1.57+2.310.00−0.99+0.25
Communications & Digital InfrastructureStrategic Infrastructure18.0019.49+1.49+1.980.00−0.74+0.25
Export Capability & SophisticationTrade & Investment17.0018.36+1.36+2.150.00−1.21+0.41
Space TechnologiesCritical Technology14.6715.96+1.29+1.810.00−0.68+0.16
Structural Transformation & ComplexityProduction & Innovation16.6717.91+1.24+2.070.00−0.98+0.15
Technology Adoption & DiffusionProduction & Innovation18.0019.11+1.11+1.750.00−1.01+0.37
Government Effectiveness & Public AdministrationGovernance & Integrity17.2018.27+1.07+1.510.00−0.93+0.49
Global Value Chain PositionTrade & Investment17.3318.39+1.06+2.070.00−1.20+0.19
Space, Aerospace & Defence InfrastructureStrategic Infrastructure16.3317.34+1.01+1.660.00−0.79+0.14
Biotechnology & Health TechnologiesCritical Technology16.2017.09+0.89+0.920.00−0.60+0.57
Monetary & Currency CapabilityFinancial Strength16.3317.11+0.78+2.040.00−1.38+0.11
Energy InfrastructureStrategic Infrastructure16.1316.72+0.59+1.790.00−1.37+0.18
Health System CapabilityHuman Capital16.6717.24+0.57+0.750.00−0.40+0.21
Energy TechnologiesCritical Technology16.6016.98+0.38+0.910.00−0.95+0.41
Diaspora & Global CommunitiesInformation & Influence15.5015.59+0.09+0.910.00−0.88+0.06
Innovation & CommercialisationProduction & Innovation18.0017.97−0.030.000.00−0.97+0.94
Quantum TechnologiesCritical Technology14.2514.12−0.130.000.00−0.68+0.55
Internal Security & OrderGovernance & Integrity15.6715.32−0.350.000.00−0.68+0.33
Semiconductors & Advanced ComputingCritical Technology17.5017.15−0.350.000.00−0.64+0.29
Social InfrastructureStrategic Infrastructure17.0016.65−0.350.000.00−0.84+0.49
Advanced ManufacturingStrategic Infrastructure18.4018.04−0.360.000.00−0.77+0.41
Cyber & Electromagnetic OperationsNational Security16.0015.52−0.480.000.00−0.77+0.29
National Resilience & Crisis ManagementGovernance & Integrity16.2015.64−0.560.000.00−0.77+0.21
Water, Sanitation & Waste InfrastructureStrategic Infrastructure16.8016.21−0.590.000.00−0.89+0.29
Intelligence & AssessmentNational Security15.8315.23−0.600.000.00−0.77+0.17
Air PowerNational Security16.7516.07−0.680.000.00−0.76+0.09
Force Generation & MobilisationNational Security16.3315.61−0.720.000.00−0.96+0.24
Space OperationsNational Security13.6712.91−0.760.000.00−0.80+0.04
Land PowerNational Security16.5015.66−0.840.000.00−0.77−0.07
Financial Stability & Crisis ManagementFinancial Strength16.6715.79−0.880.000.00−1.08+0.20
Financial System Depth & AccessFinancial Strength17.0016.09−0.910.000.00−1.07+0.17
Agriculture & Food InfrastructureStrategic Infrastructure15.7514.81−0.940.000.00−0.90−0.04
Nuclear DeterrenceNational Security1.670.69−0.980.000.00−0.97−0.01
Transport InfrastructureStrategic Infrastructure16.5015.46−1.040.000.00−1.26+0.22
Joint Command, Projection & SustainmentNational Security15.3314.11−1.220.000.00−1.31+0.09
Maritime PowerNational Security16.0014.71−1.290.000.00−1.290.00
Strategic Strike & Missile DefenceNational Security16.0014.71−1.290.000.00−1.29+0.01

Seed 6 of experiment mcts-m2.m2-kor-greedy-marginal. The simulation can be reproduced exactly from the experiment's configuration, its versions and this seed.