A good simulation (90th percentile) · mcts-m2b.m2b-kor-greedy

Simulation 20

South Korea, greedy, 20 years, seed 20: a good simulation (90th percentile) of the experiment's 20. Capability index 16.00 at the 2026 position, 18.14 in 2046; 61 actions over 20 rounds and 1 shock.

Model 0.2.0 · graph 0.2.0 · parameters 0.1.1 · seed 20

The experiment · The other representative simulations: 14 (median simulation), 18 (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
4 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
Outbreak defence succeeds16.70 +0.614
2030
  • Partner Fiscal Capacity & Public Finance 30
  • Partner Diplomatic Statecraft & Global Networks 30
  • Buy Development Cooperation & Global Assistance 30
  • Build Economic Output & Productivity 30
  • Partner Investment Attraction & Projection 30
16.86 +0.160
2031
  • Build Fiscal Capacity & Public Finance 31
  • Partner Diplomatic Statecraft & Global Networks 31
  • Partner Economic Leverage & Dependence 31
  • Build Economic Output & Productivity 31
  • Buy Development Cooperation & Global Assistance 31
17.00 +0.135
2032
  • Partner Digital & Services Trade 31
  • Partner Economic Leverage & Dependence 31
  • Build Justice System & Fundamental Rights 31
  • Build Population Health 31
  • Buy Artificial Intelligence 31
17.12 +0.125
2033
  • Build Justice System & Fundamental Rights 32
  • Buy Sovereign Capital & External Financial Power 32
  • Build Population Health 32
  • Build Public Integrity & Anti-Corruption 32
  • Build Transparency, Oversight & Accountability 32
17.24 +0.116
2034
  • Build Public Integrity & Anti-Corruption 33
  • Build Political Institutions & Civic Participation 33
  • Build Justice System & Fundamental Rights 33
  • Buy Connectivity, Cyber & Trust Technologies 33
  • Build Financial Infrastructure 33
17.32 +0.081
2035
  • Build Political Institutions & Civic Participation 33
  • Build Public Integrity & Anti-Corruption 33
  • Build Labour & Employment 33
  • Build Transparency, Oversight & Accountability 33
  • Partner Information Environment & Strategic Communication 33
Global funding seizure17.19 −0.127
2036
  • Partner Export Capability & Sophistication 33
  • Build Regulatory Governance & Strategic Controls 33
  • Build Industrial & Sectoral Base 33
  • Build Labour & Employment 33
  • Build Early Childhood Development 33
17.31 +0.115
2037
  • Buy Resource Infrastructure 32
  • Buy Sovereign Capital & External Financial Power 32
  • Partner Global Value Chain Position 32
  • Build Financial Regulation & Integrity 32
  • Build Industrial & Sectoral Base 32
17.46 +0.151
2038
  • Buy Resource Infrastructure 32
  • Buy Space, Aerospace & Defence Infrastructure 32
  • Build Financial Regulation & Integrity 32
  • Build Business Dynamism & Entrepreneurship 32
  • Partner Investment Attraction & Projection 32
17.58 +0.125
2039
  • Build Structural Transformation & Complexity 22
Chronic disease advance17.72 +0.134
2040No actions17.80 +0.085
2041No actions17.86 +0.057
2042No actionsMarket access opening17.97 +0.109
2043No actions18.06 +0.095
2044No actions18.07 +0.010
2045No actions18.00 −0.073
2046No actionsAutomated discovery step18.14 +0.141

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 Technology222222222222222222222
Strategic Infrastructure222111111111111111111
National Security333333333333333333333
Human Capital111111111111111111111
Information & Influence333211111111111111111
Governance & Integrity444111111111111111111
Financial Strength555441111111111111111
Production & Innovation111111111111111111111
Trade & Investment222111111111111111111

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
Justice System & Fundamental RightsGovernance & Integrity15.0020.00+5.00+3.70−0.11+1.21+0.22
Public Integrity & Anti-CorruptionGovernance & Integrity15.0020.00+5.00+3.77−0.11+1.20+0.62
Technical & Vocational SkillsHuman Capital15.5020.00+4.50+7.20−0.17+1.54+0.19
Economic Leverage & DependenceTrade & Investment15.3319.51+4.18+3.42−0.38+0.83+0.31
Development Cooperation & Global AssistanceInformation & Influence14.5018.62+4.12+3.42−0.41+0.78+0.34
Lifelong Learning & ReskillingHuman Capital16.0020.00+4.00+6.44−0.18+1.27+0.13
Research Talent & Knowledge CreationHuman Capital16.0019.97+3.97+2.26−0.21+1.45+0.47
Population HealthHuman Capital16.0019.94+3.94+2.65−0.12+1.25+0.16
Diplomatic Statecraft & Global NetworksInformation & Influence14.5018.42+3.92+3.30−0.38+0.78+0.21
Labour & EmploymentProduction & Innovation15.0018.89+3.89+3.17−0.35+0.61+0.46
Resource InfrastructureStrategic Infrastructure11.7515.58+3.83+2.85−0.24+1.03+0.18
Transparency, Oversight & AccountabilityGovernance & Integrity15.3319.14+3.81+2.47−0.10+1.20+0.25
Political Institutions & Civic ParticipationGovernance & Integrity16.0019.73+3.73+2.38−0.11+1.20+0.26
Sovereign Capital & External Financial PowerFinancial Strength14.2017.88+3.68+3.12−0.26+0.53+0.31
Regulatory Governance & Strategic ControlsGovernance & Integrity16.3319.81+3.48+1.04−0.11+2.54+0.01
Investment Attraction & ProjectionTrade & Investment16.3319.79+3.46+2.59−0.38+0.77+0.48
Industrial & Sectoral BaseProduction & Innovation16.5019.65+3.15+2.44−0.36+0.90+0.18
Alliances & Security CooperationInformation & Influence16.0019.14+3.14+2.43−0.39+0.79+0.31
Advanced EducationHuman Capital17.0020.00+3.00+2.52−0.18+1.26+0.33
Digital & AI CompetenceHuman Capital17.0020.00+3.00+3.42−0.18+1.26+0.31
Trade Policy & Market AccessTrade & Investment17.0020.00+3.00+1.97−0.39+1.11+0.64
Financial Regulation & IntegrityFinancial Strength15.7518.55+2.80+2.63−0.22+0.26+0.14
Artificial IntelligenceCritical Technology16.0018.79+2.79+1.72−0.62+1.27+0.43
Economic Output & ProductivityProduction & Innovation16.5019.23+2.73+2.15−0.36+0.66+0.28
Fiscal Capacity & Public FinanceFinancial Strength16.5019.22+2.72+1.65−0.24+0.61+0.71
Information Environment & Strategic CommunicationInformation & Influence15.6718.37+2.70+1.51−0.37+1.31+0.26
Early Childhood DevelopmentHuman Capital17.0019.70+2.70+1.15−0.18+1.25+0.48
Government Effectiveness & Public AdministrationGovernance & Integrity17.2019.82+2.620.00−0.11+2.19+0.54
Digital & Services TradeTrade & Investment16.2518.78+2.53+1.60−0.36+1.11+0.18
Foundational EducationHuman Capital17.2519.74+2.49+1.21−0.18+1.25+0.21
Financial InfrastructureStrategic Infrastructure16.5018.74+2.24+1.35−0.26+0.91+0.24
Export Capability & SophisticationTrade & Investment17.0019.23+2.23+1.40−0.37+0.84+0.36
Business Dynamism & EntrepreneurshipProduction & Innovation15.7517.97+2.22+1.45−0.33+0.89+0.21
Connectivity, Cyber & Trust TechnologiesCritical Technology16.6018.74+2.14+1.49−0.62+1.06+0.21
Health System CapabilityHuman Capital16.6718.71+2.040.00−0.17+2.01+0.20
Space, Aerospace & Defence InfrastructureStrategic Infrastructure16.3318.36+2.03+1.01−0.27+1.04+0.24
Social InfrastructureStrategic Infrastructure17.0019.00+2.000.00−0.27+1.73+0.54
Biotechnology & Health TechnologiesCritical Technology16.2018.09+1.890.00−0.57+2.13+0.34
National Resilience & Crisis ManagementGovernance & Integrity16.2018.09+1.890.00−0.10+1.72+0.26
Global Value Chain PositionTrade & Investment17.3319.19+1.86+1.16−0.37+0.84+0.23
Structural Transformation & ComplexityProduction & Innovation16.6718.39+1.72+0.90−0.34+0.90+0.27
Trade Facilitation & LogisticsTrade & Investment17.5019.13+1.630.00−0.36+1.65+0.34
Innovation & CommercialisationProduction & Innovation18.0019.48+1.480.00−0.36+1.11+0.73
Advanced ManufacturingStrategic Infrastructure18.4019.82+1.420.00−0.28+1.05+0.66
Internal Security & OrderGovernance & Integrity15.6717.08+1.410.00−0.09+1.20+0.31
Transport InfrastructureStrategic Infrastructure16.5017.90+1.400.00−0.25+1.32+0.34
Energy InfrastructureStrategic Infrastructure16.1317.39+1.260.00−0.25+1.32+0.19
Communications & Digital InfrastructureStrategic Infrastructure18.0019.23+1.230.00−0.42+1.42+0.23
Advanced Materials & ManufacturingCritical Technology16.7117.88+1.170.00−0.57+1.28+0.47
Robotics & Autonomous SystemsCritical Technology16.5017.62+1.120.00−0.56+1.28+0.41
Quantum TechnologiesCritical Technology14.2515.35+1.100.00−0.49+1.06+0.54
Technology Adoption & DiffusionProduction & Innovation18.0019.03+1.030.00−0.36+0.90+0.48
Water, Sanitation & Waste InfrastructureStrategic Infrastructure16.8017.81+1.010.00−0.25+1.04+0.22
Agriculture & Food InfrastructureStrategic Infrastructure15.7516.69+0.940.00−0.24+1.04+0.13
Culture, Language & Education DiplomacyInformation & Influence16.8017.71+0.910.00−0.35+0.79+0.47
Semiconductors & Advanced ComputingCritical Technology17.5018.39+0.890.00−0.58+1.28+0.20
Energy TechnologiesCritical Technology16.6017.48+0.880.00−0.56+1.07+0.37
Space TechnologiesCritical Technology14.6715.44+0.770.00−0.49+1.06+0.20
Sensing, Timing & NavigationCritical Technology15.8016.51+0.710.00−0.53+1.06+0.17
Diaspora & Global CommunitiesInformation & Influence15.5016.01+0.510.00−0.32+0.79+0.04
Nuclear DeterrenceNational Security1.672.13+0.460.00−0.01+0.470.00
Space OperationsNational Security13.6714.02+0.350.00−0.36+0.47+0.25
Financial Stability & Crisis ManagementFinancial Strength16.6717.02+0.350.00−0.21+0.27+0.30
Air PowerNational Security16.7517.07+0.320.00−0.45+0.47+0.30
Financial System Depth & AccessFinancial Strength17.0017.31+0.310.00−0.21+0.27+0.25
Monetary & Currency CapabilityFinancial Strength16.3316.58+0.250.00−0.21+0.26+0.19
Cyber & Electromagnetic OperationsNational Security16.0016.24+0.240.00−0.42+0.47+0.20
Force Generation & MobilisationNational Security16.3316.56+0.230.00−0.43+0.47+0.19
Intelligence & AssessmentNational Security15.8316.06+0.230.00−0.42+0.47+0.18
Joint Command, Projection & SustainmentNational Security15.3315.55+0.220.00−0.41+0.47+0.16
Maritime PowerNational Security16.0016.20+0.200.00−0.42+0.47+0.15
Strategic Strike & Missile DefenceNational Security16.0016.19+0.190.00−0.42+0.47+0.14
Land PowerNational Security16.5016.66+0.160.00−0.43+0.47+0.12

Seed 20 of experiment mcts-m2b.m2b-kor-greedy. The simulation can be reproduced exactly from the experiment's configuration, its versions and this seed.