A poor simulation (10th percentile) · mcts-m7.m7-kor-greedy

Simulation 8

South Korea, greedy, 30 years from 1996, seed 8: a poor simulation (10th percentile) of the experiment's 10. Capability index 13.13 at the 1996 position, 15.09 in 2026; 150 actions over 30 rounds and 4 shocks.

Model 0.2.0 · graph 0.2.0 · parameters 0.1.1 · seed 8

The experiment · The other representative simulations: 6 (median simulation), 5 (a good simulation (90th percentile))

Outcome

From the 1996 position to 2026.

Capability index
15.09 (+1.97)
From 13.13
Rank by index
10
From 21
Domains at Tier 1
3
From 0
Events
4 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
1997
  • Build Technical & Vocational Skills 20
  • Build Lifelong Learning & Reskilling 20
  • Build Digital & AI Competence 20
  • Buy Development Cooperation & Global Assistance 20
  • Buy Research Talent & Knowledge Creation 20
Global funding seizure12.88 −0.241
1998
  • Build Technical & Vocational Skills 20
  • Build Lifelong Learning & Reskilling 20
  • Build Digital & AI Competence 20
  • Partner Investment Attraction & Projection 20
  • Buy Development Cooperation & Global Assistance 20
12.95 +0.064
1999
  • Build Technical & Vocational Skills 19
  • Build Lifelong Learning & Reskilling 19
  • Build Digital & AI Competence 19
  • Partner Investment Attraction & Projection 19
  • Partner Fiscal Capacity & Public Finance 19
13.01 +0.061
2000
  • Build Technical & Vocational Skills 19
  • Build Lifelong Learning & Reskilling 19
  • Build Digital & AI Competence 19
  • Partner Trade Policy & Market Access 19
  • Partner Space Technologies 19
13.10 +0.086
2001
  • Build Technical & Vocational Skills 19
  • Build Lifelong Learning & Reskilling 19
  • Build Digital & AI Competence 19
  • Buy Research Talent & Knowledge Creation 19
  • Partner Space Technologies 19
13.20 +0.099
2002
  • Partner Fiscal Capacity & Public Finance 19
  • Build Advanced Education 19
  • Build Public Integrity & Anti-Corruption 19
  • Partner Culture, Language & Education Diplomacy 19
  • Buy Research Talent & Knowledge Creation 19
13.29 +0.090
2003
  • Build Advanced Education 19
  • Partner Fiscal Capacity & Public Finance 19
  • Build Public Integrity & Anti-Corruption 19
  • Partner Economic Leverage & Dependence 19
  • Buy Development Cooperation & Global Assistance 19
13.39 +0.104
2004
  • Build Advanced Education 19
  • Partner Trade Policy & Market Access 19
  • Partner Alliances & Security Cooperation 19
  • Buy Economic Output & Productivity 19
  • Buy Technology Adoption & Diffusion 19
13.51 +0.115
2005
  • Partner Digital & Services Trade 20
  • Partner Investment Attraction & Projection 20
  • Build Foundational Education 20
  • Build Advanced Education 20
  • Partner Diplomatic Statecraft & Global Networks 20
13.60 +0.098
2006
  • Partner Space Technologies 20
  • Buy Artificial Intelligence 20
  • Buy Research Talent & Knowledge Creation 20
  • Buy Sovereign Capital & External Financial Power 20
  • Build Foundational Education 20
13.74 +0.133
2007
  • Build Transparency, Oversight & Accountability 20
  • Partner Culture, Language & Education Diplomacy 20
  • Buy Economic Output & Productivity 20
  • Partner Space Technologies 20
  • Partner Fiscal Capacity & Public Finance 20
13.82 +0.080
2008
  • Build Transparency, Oversight & Accountability 20
  • Partner Alliances & Security Cooperation 20
  • Partner Financial Stability & Crisis Management 20
  • Partner Economic Leverage & Dependence 20
  • Partner Financial Regulation & Integrity 20
Global funding seizure13.75 −0.070
2009
  • Partner Trade Policy & Market Access 21
  • Partner Investment Attraction & Projection 21
  • Partner Export Capability & Sophistication 21
  • Buy Development Cooperation & Global Assistance 21
  • Buy Technology Adoption & Diffusion 21
13.91 +0.162
2010
  • Partner Digital & Services Trade 20
  • Partner Fiscal Capacity & Public Finance 20
  • Buy Economic Output & Productivity 20
  • Buy Space, Aerospace & Defence Infrastructure 20
  • Partner Diplomatic Statecraft & Global Networks 20
14.02 +0.107
2011
  • Buy Artificial Intelligence 20
  • Partner Fiscal Capacity & Public Finance 20
  • Build Regulatory Governance & Strategic Controls 20
  • Partner Information Environment & Strategic Communication 20
  • Buy Sovereign Capital & External Financial Power 20
14.14 +0.123
2012
  • Buy Connectivity, Cyber & Trust Technologies 21
  • Build Public Integrity & Anti-Corruption 21
  • Build Regulatory Governance & Strategic Controls 21
  • Partner Space Technologies 21
  • Partner Financial Regulation & Integrity 21
14.22 +0.081
2013
  • Build Public Integrity & Anti-Corruption 21
  • Partner Investment Attraction & Projection 21
  • Partner Culture, Language & Education Diplomacy 21
  • Partner Economic Leverage & Dependence 21
  • Partner Export Capability & Sophistication 21
14.31 +0.088
2014
  • Buy Economic Output & Productivity 21
  • Partner Financial Stability & Crisis Management 21
  • Build Justice System & Fundamental Rights 21
  • Buy Space, Aerospace & Defence Infrastructure 21
  • Partner Digital & Services Trade 21
14.42 +0.117
2015
  • Buy Artificial Intelligence 21
  • Buy Development Cooperation & Global Assistance 21
  • Buy Biotechnology & Health Technologies 21
  • Partner Diplomatic Statecraft & Global Networks 21
  • Build Justice System & Fundamental Rights 21
14.56 +0.133
2016
  • Partner Space Technologies 22
  • Partner Global Value Chain Position 22
  • Buy Connectivity, Cyber & Trust Technologies 22
  • Partner Trade Facilitation & Logistics 22
  • Partner Information Environment & Strategic Communication 22
14.65 +0.097
2017
  • Partner Space Technologies 22
  • Buy Economic Output & Productivity 22
  • Buy Energy Technologies 22
  • Partner Export Capability & Sophistication 22
  • Partner Global Value Chain Position 22
14.77 +0.117
2018
  • Buy Artificial Intelligence 22
  • Partner Economic Leverage & Dependence 22
  • Buy Sovereign Capital & External Financial Power 22
  • Buy Communications & Digital Infrastructure 22
  • Buy Sensing, Timing & Navigation 22
14.89 +0.117
2019
  • Partner Culture, Language & Education Diplomacy 22
  • Partner Financial Regulation & Integrity 22
  • Buy Financial Infrastructure 22
  • Build Transparency, Oversight & Accountability 22
  • Buy Space, Aerospace & Defence Infrastructure 22
Trade bloc rupture14.90 +0.014
2020
  • Buy Biotechnology & Health Technologies 22
  • Buy Technology Adoption & Diffusion 22
  • Build Diaspora & Global Communities 22
  • Partner Diplomatic Statecraft & Global Networks 22
  • Partner Digital & Services Trade 22
Severe pandemic14.61 −0.290
2021
  • Partner Fiscal Capacity & Public Finance 19
  • Partner Investment Attraction & Projection 19
  • Partner Trade Facilitation & Logistics 19
  • Buy Connectivity, Cyber & Trust Technologies 19
  • Buy Development Cooperation & Global Assistance 19
14.65 +0.037
2022
  • Partner Fiscal Capacity & Public Finance 19
  • Buy Artificial Intelligence 19
  • Partner Alliances & Security Cooperation 19
  • Buy Business Dynamism & Entrepreneurship 19
  • Partner Financial Stability & Crisis Management 19
14.74 +0.088
2023
  • Buy Energy Technologies 22
  • Partner Space Technologies 22
  • Buy Biotechnology & Health Technologies 22
  • Partner Information Environment & Strategic Communication 22
  • Partner Quantum Technologies 22
14.82 +0.083
2024
  • Buy Economic Output & Productivity 22
  • Partner Export Capability & Sophistication 22
  • Partner Space Technologies 22
  • Build Labour & Employment 22
  • Buy Sensing, Timing & Navigation 22
14.90 +0.076
2025
  • Buy Robotics & Autonomous Systems 22
  • Buy Connectivity, Cyber & Trust Technologies 22
  • Partner Economic Leverage & Dependence 22
  • Buy Research Talent & Knowledge Creation 22
  • Buy Communications & Digital Infrastructure 22
14.97 +0.077
2026
  • Buy Energy Technologies 22
  • Buy Biotechnology & Health Technologies 22
  • Buy Sovereign Capital & External Financial Power 22
  • Buy Business Dynamism & Entrepreneurship 22
  • Buy Development Cooperation & Global Assistance 22
15.09 +0.119

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.

Domain1996200120062011201620212026
Critical Technology3333333333333333333222222222222
Strategic Infrastructure3333333333333333333333333333322
National Security3333333333333333333333223333333
Human Capital4443211111111111111111111111111
Information & Influence5555555554444333333333333332221
Governance & Integrity7777777777777777777777777777777
Financial Strength7999999888888886555222225522222
Production & Innovation3444444433334222222222222222222
Trade & Investment3444444444444322222222112222211

Probes

What the experiment's counterfactual probes found, paired seed by seed on its first 3 seeds: the same simulation with one thing changed, the difference at the horizon.

ProbeIndexScore sumTier 1
Hold instead of the method−3.214−222.6−2.67
No shocks+0.969+67.8+0.67
Replay of the recorded actions (must change nothing)0.0000.00.00
Without the 1st largest decision−0.014−1.20.00
Without the 2nd largest decision−0.017−1.20.00
Without the 3rd largest decision−0.017−1.00.00
Without the 4th largest decision−0.015−1.00.00
Without the 5th largest decision−0.017−1.20.00
Without the 1st largest shock+0.346+24.3+0.33
Without the 2nd largest shock+0.337+22.8+0.33
Without the 3rd largest shock+0.205+14.2+0.33

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
1996
2026
Change
Invested
Decay
Events
Graph
Development Cooperation & Global AssistanceInformation & Influence9.1018.35+9.25+9.900.00−1.03+0.38
Space TechnologiesCritical Technology5.8614.98+9.12+9.880.00−0.92+0.16
Lifelong Learning & ReskillingHuman Capital11.6119.77+8.16+9.090.00−0.43+0.04
Technical & Vocational SkillsHuman Capital13.5019.83+6.33+8.460.00−0.42+0.12
Artificial IntelligenceCritical Technology11.7917.97+6.18+6.940.00−0.96+0.20
Digital & AI CompetenceHuman Capital13.8319.91+6.08+7.260.00−0.42+0.45
Investment Attraction & ProjectionTrade & Investment11.9217.95+6.03+8.070.00−2.23+0.19
Economic Leverage & DependenceTrade & Investment12.1517.58+5.43+7.020.00−1.69+0.10
Culture, Language & Education DiplomacyInformation & Influence9.6714.84+5.17+5.780.00−0.94+0.33
Digital & Services TradeTrade & Investment12.2516.84+4.59+5.750.00−1.44+0.28
Connectivity, Cyber & Trust TechnologiesCritical Technology13.5418.11+4.57+5.330.00−0.89+0.12
Biotechnology & Health TechnologiesCritical Technology10.5114.75+4.24+5.430.00−1.52+0.34
Research Talent & Knowledge CreationHuman Capital14.0018.20+4.20+4.140.00−0.54+0.59
Diplomatic Statecraft & Global NetworksInformation & Influence12.9117.07+4.16+4.800.00−1.09+0.45
Sovereign Capital & External Financial PowerFinancial Strength10.7914.88+4.09+5.220.00−1.35+0.22
Advanced EducationHuman Capital15.3619.28+3.92+4.000.00−0.44+0.36
Economic Output & ProductivityProduction & Innovation13.9017.79+3.89+5.550.00−1.86+0.18
Trade Policy & Market AccessTrade & Investment14.1317.99+3.86+4.920.00−1.64+0.58
Alliances & Security CooperationInformation & Influence14.8818.70+3.82+4.310.00−0.87+0.38
Public Integrity & Anti-CorruptionGovernance & Integrity10.0713.69+3.62+4.010.00−0.57+0.19
Fiscal Capacity & Public FinanceFinancial Strength14.3617.97+3.61+5.080.00−2.23+0.76
Energy TechnologiesCritical Technology11.3214.77+3.45+3.970.00−0.91+0.39
Technology Adoption & DiffusionProduction & Innovation14.7018.09+3.39+3.990.00−1.19+0.59
Export Capability & SophisticationTrade & Investment14.6418.03+3.39+5.130.00−1.62−0.12
Sensing, Timing & NavigationCritical Technology10.9814.25+3.27+2.660.00−0.91+1.52
Space, Aerospace & Defence InfrastructureStrategic Infrastructure11.3314.26+2.93+2.890.00−0.59+0.62
Information Environment & Strategic CommunicationInformation & Influence12.4215.35+2.93+4.040.00−1.28+0.17
Transparency, Oversight & AccountabilityGovernance & Integrity10.8413.32+2.48+3.110.00−0.60−0.02
Financial Stability & Crisis ManagementFinancial Strength9.4211.34+1.92+3.700.00−1.87+0.09
Communications & Digital InfrastructureStrategic Infrastructure15.6117.51+1.90+2.040.00−0.54+0.40
Financial Regulation & IntegrityFinancial Strength10.6012.25+1.65+3.530.00−1.94+0.07
Foundational EducationHuman Capital15.9817.40+1.42+2.020.00−0.67+0.07
Justice System & Fundamental RightsGovernance & Integrity12.3213.70+1.38+2.010.00−0.59−0.03
Regulatory Governance & Strategic ControlsGovernance & Integrity12.9114.20+1.29+1.960.00−0.670.00
Space OperationsNational Security8.179.43+1.260.000.00−0.29+1.56
Robotics & Autonomous SystemsCritical Technology12.9614.17+1.21+1.280.00−0.86+0.78
Business Dynamism & EntrepreneurshipProduction & Innovation12.2613.42+1.16+2.340.00−1.180.00
Global Value Chain PositionTrade & Investment16.5017.66+1.16+2.530.00−1.57+0.20
Quantum TechnologiesCritical Technology7.037.95+0.92+1.350.00−0.66+0.23
Trade Facilitation & LogisticsTrade & Investment16.8017.55+0.75+2.410.00−1.75+0.09
Strategic Strike & Missile DefenceNational Security12.2512.83+0.580.000.00−0.29+0.87
Diaspora & Global CommunitiesInformation & Influence11.5212.00+0.48+1.290.00−0.90+0.09
Financial InfrastructureStrategic Infrastructure13.9714.34+0.37+1.230.00−0.84−0.01
Cyber & Electromagnetic OperationsNational Security12.2712.52+0.250.000.00−0.29+0.54
Force Generation & MobilisationNational Security16.3916.62+0.230.000.00−0.27+0.51
Intelligence & AssessmentNational Security14.0414.16+0.120.000.00−0.28+0.40
Air PowerNational Security14.6114.70+0.090.000.00−0.28+0.36
Maritime PowerNational Security12.8212.80−0.020.000.00−0.29+0.27
Land PowerNational Security17.3417.30−0.040.000.00−0.27+0.23
Nuclear DeterrenceNational Security1.491.45−0.040.000.00−0.05+0.01
Social InfrastructureStrategic Infrastructure15.3215.27−0.050.000.00−0.70+0.65
Joint Command, Projection & SustainmentNational Security13.8513.77−0.080.000.00−0.28+0.20
Transport InfrastructureStrategic Infrastructure15.3515.25−0.100.000.00−0.54+0.43
Advanced ManufacturingStrategic Infrastructure17.4517.31−0.140.000.00−0.52+0.38
Resource InfrastructureStrategic Infrastructure11.8311.62−0.210.000.00−0.56+0.35
Water, Sanitation & Waste InfrastructureStrategic Infrastructure14.4114.17−0.240.000.00−0.55+0.30
Innovation & CommercialisationProduction & Innovation14.9114.58−0.330.000.00−1.14+0.81
Energy InfrastructureStrategic Infrastructure14.3113.97−0.340.000.00−0.55+0.22
Political Institutions & Civic ParticipationGovernance & Integrity13.9513.54−0.410.000.00−0.60+0.20
Government Effectiveness & Public AdministrationGovernance & Integrity15.8515.41−0.440.000.00−1.06+0.63
Internal Security & OrderGovernance & Integrity14.7414.23−0.510.000.00−0.59+0.08
Labour & EmploymentProduction & Innovation13.9513.43−0.52+1.250.00−2.12+0.34
Health System CapabilityHuman Capital14.5614.04−0.520.000.00−0.94+0.42
Agriculture & Food InfrastructureStrategic Infrastructure12.3411.81−0.530.000.00−0.56+0.02
Advanced Materials & ManufacturingCritical Technology15.3214.75−0.570.000.00−1.00+0.44
Early Childhood DevelopmentHuman Capital16.1015.52−0.580.000.00−0.49−0.09
Semiconductors & Advanced ComputingCritical Technology17.7917.16−0.630.000.00−0.96+0.33
Population HealthHuman Capital14.0813.40−0.680.000.00−0.74+0.06
National Resilience & Crisis ManagementGovernance & Integrity13.8513.13−0.720.000.00−0.79+0.08
Structural Transformation & ComplexityProduction & Innovation15.1614.07−1.090.000.00−1.13+0.05
Industrial & Sectoral BaseProduction & Innovation16.2014.87−1.330.000.00−1.30−0.04
Monetary & Currency CapabilityFinancial Strength13.6011.90−1.700.000.00−2.03+0.32
Financial System Depth & AccessFinancial Strength14.8113.05−1.760.000.00−1.80+0.04

Seed 8 of experiment mcts-m7.m7-kor-greedy. The simulation can be reproduced exactly from the experiment's configuration, its versions and this seed.