A poor simulation (10th percentile) · mcts-m2b.m2b-kor-greedy

Simulation 18

South Korea, greedy, 20 years, seed 18: a poor simulation (10th percentile) of the experiment's 20. Capability index 16.00 at the 2026 position, 16.91 in 2046; 100 actions over 20 rounds and 6 shocks.

Model 0.2.0 · graph 0.2.0 · parameters 0.1.1 · seed 18

The experiment · The other representative simulations: 14 (median simulation), 20 (a good simulation (90th percentile))

Outcome

From the 2026 position to 2046.

Capability index
16.91 (+0.91)
From 16.00
Rank by index
2
From 6
Domains at Tier 1
6
From 2
Events
6 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 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
Middle East settlement16.14 +0.102
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
16.28 +0.140
2030
  • Partner Fiscal Capacity & Public Finance 31
  • Buy Development Cooperation & Global Assistance 31
  • Partner Diplomatic Statecraft & Global Networks 31
  • Build Economic Output & Productivity 31
  • Build Foundational Education 31
16.49 +0.212
2031
  • Partner Fiscal Capacity & Public Finance 31
  • Partner Investment Attraction & Projection 31
  • Build Economic Output & Productivity 31
  • Partner Diplomatic Statecraft & Global Networks 31
  • Partner Economic Leverage & Dependence 31
Hybrid coercion16.30 −0.189
2032
  • Partner Investment Attraction & Projection 31
  • Build Development Cooperation & Global Assistance 31
  • Partner Export Capability & Sophistication 31
  • Partner Digital & Services Trade 31
  • Partner Economic Leverage & Dependence 31
16.45 +0.151
2033
  • Build Development Cooperation & Global Assistance 32
  • Buy Artificial Intelligence 32
  • Partner Global Value Chain Position 32
  • Build Government Effectiveness & Public Administration 32
  • Partner Information Environment & Strategic Communication 32
16.61 +0.152
2034
  • Buy Connectivity, Cyber & Trust Technologies 33
  • Build Justice System & Fundamental Rights 33
  • Build Early Childhood Development 33
  • Partner Trade Facilitation & Logistics 33
  • Buy Sovereign Capital & External Financial Power 33
16.75 +0.139
2035
  • Build Regulatory Governance & Strategic Controls 33
  • Build Population Health 33
  • Build Financial Infrastructure 33
  • Build Public Integrity & Anti-Corruption 33
  • Build Justice System & Fundamental Rights 33
Legitimacy ruptureBreadbasket failure16.59 −0.151
2036
  • Partner Alliances & Security Cooperation 33
  • Build Political Institutions & Civic Participation 33
  • Buy Communications & Digital Infrastructure 33
  • Build Regulatory Governance & Strategic Controls 33
  • Build Population Health 33
16.66 +0.069
2037
  • Build Transparency, Oversight & Accountability 32
  • Build Resource Infrastructure 32
  • Build Political Institutions & Civic Participation 32
  • Build Labour & Employment 32
  • Build Public Integrity & Anti-Corruption 32
Cryptographic trust break16.43 −0.232
2038
  • Partner Diplomatic Statecraft & Global Networks 32
  • Buy Artificial Intelligence 32
  • Partner Information Environment & Strategic Communication 32
  • Partner Digital & Services Trade 32
  • Buy Connectivity, Cyber & Trust Technologies 32
16.57 +0.137
2039
  • Build Fiscal Capacity & Public Finance 32
  • Build Transparency, Oversight & Accountability 32
  • Partner Culture, Language & Education Diplomacy 32
  • Partner Information Environment & Strategic Communication 32
  • Build Industrial & Sectoral Base 32
16.70 +0.136
2040
  • Build Transparency, Oversight & Accountability 32
  • Buy Sovereign Capital & External Financial Power 32
  • Buy Space, Aerospace & Defence Infrastructure 32
  • Build Industrial & Sectoral Base 32
  • Build Resource Infrastructure 32
Regional war spillover16.41 −0.297
2041
  • Build Fiscal Capacity & Public Finance 32
  • Buy Technology Adoption & Diffusion 32
  • Partner Trade Facilitation & Logistics 32
  • Partner Export Capability & Sophistication 32
  • Build Government Effectiveness & Public Administration 32
Hybrid coercion16.34 −0.074
2042
  • Buy Communications & Digital Infrastructure 31
  • Partner Trade Policy & Market Access 31
  • Build Government Effectiveness & Public Administration 31
  • Partner Economic Leverage & Dependence 31
  • Partner Global Value Chain Position 31
16.42 +0.087
2043
  • Buy Energy Infrastructure 32
  • Partner Space Technologies 32
  • Buy Sensing, Timing & Navigation 32
  • Build Financial Regulation & Integrity 32
  • Build Structural Transformation & Complexity 32
16.53 +0.112
2044
  • Partner Alliances & Security Cooperation 32
  • Build Business Dynamism & Entrepreneurship 32
  • Build Labour & Employment 32
  • Buy Cyber & Electromagnetic Operations 32
  • Build Diaspora & Global Communities 32
16.62 +0.089
2045
  • Buy Space, Aerospace & Defence Infrastructure 32
  • Buy Biotechnology & Health Technologies 32
  • Buy Robotics & Autonomous Systems 32
  • Buy Energy Technologies 32
  • Partner Culture, Language & Education Diplomacy 32
16.76 +0.139
2046
  • Buy Advanced Materials & Manufacturing 32
  • Buy Sensing, Timing & Navigation 32
  • Buy Sovereign Capital & External Financial Power 32
  • Buy Business Dynamism & Entrepreneurship 32
  • Buy Biotechnology & Health Technologies 32
16.91 +0.149

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 Technology222223322222222222222
Strategic Infrastructure221112222222222222222
National Security333333333333333333333
Human Capital111111111111111111111
Information & Influence333212211111111111111
Governance & Integrity443334433333111111111
Financial Strength555441111112223221111
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−2.048−140.4−5.20
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
Technical & Vocational SkillsHuman Capital15.5019.96+4.46+7.180.00−0.13+0.18
Development Cooperation & Global AssistanceInformation & Influence14.5018.75+4.25+5.440.00−1.40+0.21
Lifelong Learning & ReskillingHuman Capital16.0019.80+3.80+6.420.00−0.13+0.02
Sovereign Capital & External Financial PowerFinancial Strength14.2017.83+3.63+4.600.00−1.14+0.17
Economic Leverage & DependenceTrade & Investment15.3318.67+3.34+5.120.00−1.95+0.17
Alliances & Security CooperationInformation & Influence16.0019.26+3.26+5.110.00−2.01+0.16
Diplomatic Statecraft & Global NetworksInformation & Influence14.5017.72+3.22+4.900.00−1.86+0.17
Transparency, Oversight & AccountabilityGovernance & Integrity15.3318.47+3.14+3.840.00−0.80+0.10
Digital & AI CompetenceHuman Capital17.0019.96+2.96+3.420.00−0.14+0.21
Advanced EducationHuman Capital17.0019.62+2.62+2.520.00−0.15+0.24
Population HealthHuman Capital16.0018.61+2.61+2.860.00−0.23−0.01
Information Environment & Strategic CommunicationInformation & Influence15.6718.05+2.38+5.110.00−2.77+0.03
Research Talent & Knowledge CreationHuman Capital16.0018.34+2.34+2.260.00−0.19+0.28
Trade Policy & Market AccessTrade & Investment17.0019.29+2.29+3.290.00−1.33+0.34
Labour & EmploymentProduction & Innovation15.0017.24+2.24+3.100.00−1.07+0.21
Artificial IntelligenceCritical Technology16.0018.23+2.23+3.400.00−1.14−0.02
Foundational EducationHuman Capital17.2519.39+2.14+2.280.00−0.15+0.01
Public Integrity & Anti-CorruptionGovernance & Integrity15.0017.03+2.03+2.590.00−0.71+0.16
Biotechnology & Health TechnologiesCritical Technology16.2018.19+1.99+2.750.00−1.09+0.33
Government Effectiveness & Public AdministrationGovernance & Integrity17.2019.12+1.92+3.060.00−1.37+0.23
Sensing, Timing & NavigationCritical Technology15.8017.71+1.91+3.010.00−1.100.00
Investment Attraction & ProjectionTrade & Investment16.3318.24+1.91+3.210.00−1.44+0.14
Political Institutions & Civic ParticipationGovernance & Integrity16.0017.89+1.89+2.530.00−0.77+0.14
Justice System & Fundamental RightsGovernance & Integrity15.0016.89+1.89+2.560.00−0.77+0.10
Regulatory Governance & Strategic ControlsGovernance & Integrity16.3318.17+1.84+2.520.00−0.680.00
Business Dynamism & EntrepreneurshipProduction & Innovation15.7517.57+1.82+2.890.00−1.10+0.03
Fiscal Capacity & Public FinanceFinancial Strength16.5018.26+1.76+3.260.00−1.78+0.28
Digital & Services TradeTrade & Investment16.2517.99+1.74+3.250.00−1.59+0.08
Export Capability & SophisticationTrade & Investment17.0018.71+1.71+2.910.00−1.33+0.13
Culture, Language & Education DiplomacyInformation & Influence16.8018.49+1.69+2.910.00−1.43+0.21
Connectivity, Cyber & Trust TechnologiesCritical Technology16.6018.18+1.58+3.390.00−1.89+0.08
Economic Output & ProductivityProduction & Innovation16.5018.07+1.57+2.480.00−1.00+0.09
Global Value Chain PositionTrade & Investment17.3318.78+1.45+2.670.00−1.32+0.10
Industrial & Sectoral BaseProduction & Innovation16.5017.95+1.45+2.770.00−1.07−0.24
Resource InfrastructureStrategic Infrastructure11.7513.12+1.37+3.010.00−1.75+0.11
Early Childhood DevelopmentHuman Capital17.0018.26+1.26+1.320.00−0.23+0.17
Space, Aerospace & Defence InfrastructureStrategic Infrastructure16.3317.37+1.04+2.230.00−1.27+0.09
Technology Adoption & DiffusionProduction & Innovation18.0018.78+0.78+1.440.00−1.06+0.40
Trade Facilitation & LogisticsTrade & Investment17.5018.22+0.72+2.890.00−1.99−0.18
Advanced Materials & ManufacturingCritical Technology16.7117.37+0.66+1.460.00−1.08+0.28
Energy TechnologiesCritical Technology16.6017.18+0.58+1.480.00−1.17+0.26
Structural Transformation & ComplexityProduction & Innovation16.6717.24+0.57+1.490.00−1.08+0.16
Robotics & Autonomous SystemsCritical Technology16.5017.01+0.51+1.500.00−1.08+0.10
Financial Regulation & IntegrityFinancial Strength15.7516.22+0.47+1.390.00−1.05+0.13
Communications & Digital InfrastructureStrategic Infrastructure18.0018.33+0.33+2.310.00−2.10+0.13
Space TechnologiesCritical Technology14.6714.90+0.23+1.270.00−1.12+0.09
Diaspora & Global CommunitiesInformation & Influence15.5015.59+0.09+1.510.00−1.45+0.03
Financial InfrastructureStrategic Infrastructure16.5016.53+0.03+1.630.00−1.41−0.20
Health System CapabilityHuman Capital16.6716.52−0.150.000.00−0.17+0.03
Nuclear DeterrenceNational Security1.671.44−0.230.000.00−0.20−0.03
Innovation & CommercialisationProduction & Innovation18.0017.35−0.650.000.00−1.06+0.41
Quantum TechnologiesCritical Technology14.2513.41−0.840.000.00−1.13+0.29
Internal Security & OrderGovernance & Integrity15.6714.80−0.870.000.00−1.05+0.18
Social InfrastructureStrategic Infrastructure17.0016.12−0.880.000.00−1.13+0.25
Financial System Depth & AccessFinancial Strength17.0016.06−0.940.000.00−1.02+0.08
Energy InfrastructureStrategic Infrastructure16.1315.18−0.95+1.280.00−2.29+0.06
Semiconductors & Advanced ComputingCritical Technology17.5016.52−0.980.000.00−1.06+0.09
Cyber & Electromagnetic OperationsNational Security16.0014.97−1.03+1.560.00−2.81+0.22
Advanced ManufacturingStrategic Infrastructure18.4017.31−1.090.000.00−1.23+0.14
Monetary & Currency CapabilityFinancial Strength16.3315.08−1.250.000.00−1.29+0.04
Water, Sanitation & Waste InfrastructureStrategic Infrastructure16.8015.54−1.260.000.00−1.36+0.11
National Resilience & Crisis ManagementGovernance & Integrity16.2014.87−1.330.000.00−1.330.00
Transport InfrastructureStrategic Infrastructure16.5015.11−1.390.000.00−1.51+0.12
Financial Stability & Crisis ManagementFinancial Strength16.6715.25−1.420.000.00−1.44+0.01
Agriculture & Food InfrastructureStrategic Infrastructure15.7514.22−1.530.000.00−1.39−0.14
Force Generation & MobilisationNational Security16.3314.71−1.620.000.00−1.79+0.17
Air PowerNational Security16.7515.12−1.630.000.00−1.630.00
Land PowerNational Security16.5014.68−1.820.000.00−1.64−0.19
Space OperationsNational Security13.6711.84−1.830.000.00−1.73−0.10
Joint Command, Projection & SustainmentNational Security15.3313.16−2.170.000.00−2.16−0.01
Strategic Strike & Missile DefenceNational Security16.0013.75−2.250.000.00−2.13−0.12
Intelligence & AssessmentNational Security15.8313.43−2.400.000.00−2.62+0.23
Maritime PowerNational Security16.0013.04−2.960.000.00−2.87−0.10

Seed 18 of experiment mcts-m2b.m2b-kor-greedy. The simulation can be reproduced exactly from the experiment's configuration, its versions and this seed.