A good simulation (90th percentile) · cycle-002.e4-zaf

Simulation 29

South Africa, scripted, 30 years from 1996, seed 29: a good simulation (90th percentile) of the experiment's 30. Capability index 11.66 at the 1996 position, 11.68 in 2026; 123 actions over 30 rounds and 5 shocks.

Model 0.1.0 · graph 0.2.0 · parameters 0.1.0 · seed 29

The experiment · The other representative simulations: 17 (median simulation), 2 (a poor simulation (10th percentile))

Outcome

From the 1996 position to 2026.

Capability index
11.68 (+0.03)
From 11.66
Rank by index
31
From 32
Domains at Tier 1
0
From 0
Events
5 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 scripted 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 Fiscal Capacity & Public Finance 20
  • Build Monetary & Currency Capability 20
  • Build Financial Regulation & Integrity 20
  • Build Trade Policy & Market Access 20
11.68 +0.021
1998
  • Build Fiscal Capacity & Public Finance 20
  • Build Monetary & Currency Capability 20
  • Build Financial Regulation & Integrity 20
  • Build Trade Policy & Market Access 20
11.72 +0.042
1999
  • Build Fiscal Capacity & Public Finance 20
  • Build Monetary & Currency Capability 20
  • Build Financial Regulation & Integrity 20
  • Build Trade Policy & Market Access 20
11.77 +0.054
2000
  • Build Fiscal Capacity & Public Finance 20
  • Build Monetary & Currency Capability 20
  • Build Financial Regulation & Integrity 20
  • Build Trade Policy & Market Access 20
Market access opening11.87 +0.097
2001
  • Build Health System Capability 8
  • Build Population Health 8
  • Build Foundational Education 8
11.95 +0.083
2002
  • Build Health System Capability 9
  • Build Population Health 9
  • Build Foundational Education 9
12.02 +0.070
2003
  • Build Health System Capability 9
  • Build Population Health 9
  • Build Foundational Education 9
12.04 +0.019
2004
  • Build Health System Capability 8
  • Build Population Health 8
  • Build Foundational Education 8
12.06 +0.023
2005
  • Build Energy Infrastructure 21
  • Build Transport Infrastructure 21
  • Build Communications & Digital Infrastructure 21
  • Build Industrial & Sectoral Base 21
12.10 +0.034
2006
  • Build Energy Infrastructure 21
  • Build Transport Infrastructure 21
  • Build Communications & Digital Infrastructure 21
  • Build Industrial & Sectoral Base 21
12.14 +0.040
2007
  • Build Energy Infrastructure 21
  • Build Transport Infrastructure 21
  • Build Communications & Digital Infrastructure 21
  • Build Industrial & Sectoral Base 21
12.19 +0.048
2008
  • Build Energy Infrastructure 21
  • Build Transport Infrastructure 21
  • Build Communications & Digital Infrastructure 21
  • Build Industrial & Sectoral Base 21
Global funding seizureHybrid coercion11.93 −0.254
2009
  • Build Energy Infrastructure 21
  • Build Transport Infrastructure 21
  • Build Communications & Digital Infrastructure 21
  • Build Industrial & Sectoral Base 21
11.97 +0.042
2010
  • Build Industrial & Sectoral Base 8
  • Build Export Capability & Sophistication 8
  • Build Advanced Manufacturing 8
  • Build Trade Facilitation & Logistics 8
12.01 +0.040
2011
  • Build Industrial & Sectoral Base 8
  • Build Export Capability & Sophistication 8
  • Build Advanced Manufacturing 8
  • Build Trade Facilitation & Logistics 8
12.06 +0.042
2012
  • Build Industrial & Sectoral Base 8
  • Build Export Capability & Sophistication 8
  • Build Advanced Manufacturing 8
  • Build Trade Facilitation & Logistics 8
12.09 +0.034
2013
  • Build Industrial & Sectoral Base 8
  • Build Export Capability & Sophistication 8
  • Build Advanced Manufacturing 8
  • Build Trade Facilitation & Logistics 8
12.12 +0.027
2014
  • Build Industrial & Sectoral Base 8
  • Build Export Capability & Sophistication 8
  • Build Advanced Manufacturing 8
  • Build Trade Facilitation & Logistics 8
12.14 +0.028
2015
  • Buy Energy Technologies 8
  • Buy Energy Infrastructure 8
  • Buy Water, Sanitation & Waste Infrastructure 8
  • Buy Resource Infrastructure 8
Breadbasket failure12.07 −0.074
2016
  • Buy Energy Technologies 8
  • Buy Energy Infrastructure 8
  • Buy Water, Sanitation & Waste Infrastructure 8
  • Buy Resource Infrastructure 8
12.09 +0.022
2017
  • Buy Energy Technologies 8
  • Buy Energy Infrastructure 8
  • Buy Water, Sanitation & Waste Infrastructure 8
  • Buy Resource Infrastructure 8
12.11 +0.018
2018
  • Buy Energy Technologies 8
  • Buy Energy Infrastructure 8
  • Buy Water, Sanitation & Waste Infrastructure 8
  • Buy Resource Infrastructure 8
12.13 +0.017
2019
  • Buy Energy Technologies 8
  • Buy Energy Infrastructure 8
  • Buy Water, Sanitation & Waste Infrastructure 8
  • Buy Resource Infrastructure 8
12.15 +0.017
2020
  • Partner Digital & AI Competence 4
  • Partner Communications & Digital Infrastructure 4
  • Partner Public Integrity & Anti-Corruption 4
  • Partner Financial Stability & Crisis Management 4
  • Partner Government Effectiveness & Public Administration 4
Severe pandemic11.80 −0.347
2021
  • Partner Digital & AI Competence 4
  • Partner Communications & Digital Infrastructure 4
  • Partner Public Integrity & Anti-Corruption 4
  • Partner Financial Stability & Crisis Management 4
  • Partner Government Effectiveness & Public Administration 4
11.80 +0.006
2022
  • Partner Digital & AI Competence 4
  • Partner Communications & Digital Infrastructure 4
  • Partner Public Integrity & Anti-Corruption 4
  • Partner Financial Stability & Crisis Management 4
  • Partner Government Effectiveness & Public Administration 4
Core disaster11.67 −0.137
2023
  • Partner Digital & AI Competence 4
  • Partner Communications & Digital Infrastructure 4
  • Partner Public Integrity & Anti-Corruption 4
  • Partner Financial Stability & Crisis Management 4
  • Partner Government Effectiveness & Public Administration 4
11.67 +0.004
2024
  • Partner Digital & AI Competence 4
  • Partner Communications & Digital Infrastructure 4
  • Partner Public Integrity & Anti-Corruption 4
  • Partner Financial Stability & Crisis Management 4
  • Partner Government Effectiveness & Public Administration 4
11.67 +0.002
2025
  • Partner Digital & AI Competence 4
  • Partner Communications & Digital Infrastructure 4
  • Partner Public Integrity & Anti-Corruption 4
  • Partner Financial Stability & Crisis Management 4
  • Partner Government Effectiveness & Public Administration 4
11.68 +0.002
2026
  • Partner Digital & AI Competence 4
  • Partner Communications & Digital Infrastructure 4
  • Partner Public Integrity & Anti-Corruption 4
  • Partner Financial Stability & Crisis Management 4
  • Partner Government Effectiveness & Public Administration 4
11.68 +0.006

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 Technology7777776666667777777766655566666
Strategic Infrastructure3333333222223222222222222222222
National Security4444444444445555555555555555555
Human Capital6666666666666666666666666677777
Information & Influence5555555555555555555666656666666
Governance & Integrity8888887777778888888888888899999
Financial Strength6543211111112222222222223333333
Production & Innovation8888888886633222211111111122222
Trade & Investment6665432222223333333333334455555

Probes

What the experiment's counterfactual probes found, paired seed by seed on its first 10 seeds: the same simulation with one thing changed, the difference at the horizon.

ProbeIndexScore sumTier 1
Hold instead of the method−1.016−73.3−0.20
No shocks+1.020+71.6+2.80
Replay of the recorded actions (must change nothing)0.0000.00.00
Without the 1st largest decision−0.008−0.7−0.20
Without the 2nd largest decision−0.010−0.80.00
Without the 3rd largest decision−0.017−1.3−0.10
Without the 4th largest decision−0.010−0.7−0.20
Without the 5th largest decision−0.009−0.7−0.20
Without the 1st largest shock+0.403+28.5+0.80
Without the 2nd largest shock+0.257+17.3+0.70
Without the 3rd largest shock+0.155+10.9+0.80

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
Communications & Digital InfrastructureStrategic Infrastructure12.8117.71+4.90+5.550.00−0.60−0.06
Industrial & Sectoral BaseProduction & Innovation14.2419.04+4.80+5.280.00−0.83+0.35
Energy InfrastructureStrategic Infrastructure13.4217.63+4.21+4.790.00−0.70+0.12
Transport InfrastructureStrategic Infrastructure13.7716.98+3.21+3.620.00−0.47+0.05
Trade Policy & Market AccessTrade & Investment13.7316.91+3.18+3.990.00−0.70−0.11
Energy TechnologiesCritical Technology10.0512.16+2.11+2.780.00−0.78+0.11
Export Capability & SophisticationTrade & Investment11.6413.61+1.97+2.570.00−0.97+0.37
Foundational EducationHuman Capital9.5311.33+1.80+2.370.00−0.57−0.01
Monetary & Currency CapabilityFinancial Strength15.6417.39+1.75+2.800.00−1.05+0.01
Digital & AI CompetenceHuman Capital10.2911.90+1.61+1.600.00−0.40+0.41
Population HealthHuman Capital8.8310.33+1.50+2.030.00−0.66+0.14
Financial Regulation & IntegrityFinancial Strength16.1517.61+1.46+2.450.00−0.97−0.02
Trade Facilitation & LogisticsTrade & Investment13.0314.38+1.35+2.330.00−1.51+0.53
Advanced ManufacturingStrategic Infrastructure13.7314.89+1.16+1.340.00−0.52+0.35
Water, Sanitation & Waste InfrastructureStrategic Infrastructure11.5212.60+1.08+1.920.00−0.86+0.02
Resource InfrastructureStrategic Infrastructure15.0215.89+0.87+1.520.00−0.55−0.11
Health System CapabilityHuman Capital11.3512.18+0.83+1.570.00−0.78+0.04
Fiscal Capacity & Public FinanceFinancial Strength14.3614.84+0.48+2.290.00−1.59−0.22
Public Integrity & Anti-CorruptionGovernance & Integrity11.7312.16+0.43+0.890.00−0.42−0.04
Advanced EducationHuman Capital12.2012.41+0.210.000.00−0.38+0.59
Financial Stability & Crisis ManagementFinancial Strength15.4015.47+0.07+1.040.00−1.10+0.13
Technical & Vocational SkillsHuman Capital9.9810.03+0.050.000.00−0.25+0.30
Government Effectiveness & Public AdministrationGovernance & Integrity13.2713.29+0.02+0.810.00−0.81+0.02
Early Childhood DevelopmentHuman Capital10.1610.04−0.120.000.00−0.48+0.36
Political Institutions & Civic ParticipationGovernance & Integrity14.7914.51−0.280.000.00−0.38+0.10
Regulatory Governance & Strategic ControlsGovernance & Integrity11.7711.49−0.280.000.00−0.27−0.01
Research Talent & Knowledge CreationHuman Capital12.8212.53−0.290.000.00−0.38+0.09
Financial InfrastructureStrategic Infrastructure16.6516.26−0.390.000.00−0.64+0.25
Force Generation & MobilisationNational Security11.2810.87−0.410.000.00−0.51+0.10
Lifelong Learning & ReskillingHuman Capital10.7710.36−0.410.000.00−0.39−0.02
Justice System & Fundamental RightsGovernance & Integrity13.3812.97−0.410.000.00−0.40−0.01
Transparency, Oversight & AccountabilityGovernance & Integrity13.5813.17−0.410.000.00−0.40−0.01
Digital & Services TradeTrade & Investment13.0612.64−0.420.000.00−0.87+0.45
Agriculture & Food InfrastructureStrategic Infrastructure12.7312.28−0.450.000.00−0.66+0.21
Joint Command, Projection & SustainmentNational Security11.8011.35−0.450.000.00−0.51+0.06
Space, Aerospace & Defence InfrastructureStrategic Infrastructure11.3310.82−0.510.000.00−0.56+0.06
Advanced Materials & ManufacturingCritical Technology11.2810.74−0.540.000.00−0.57+0.03
Structural Transformation & ComplexityProduction & Innovation11.8111.27−0.540.000.00−0.85+0.32
Artificial IntelligenceCritical Technology7.346.76−0.580.000.00−0.62+0.03
Land PowerNational Security12.0011.42−0.580.000.00−0.51−0.07
Air PowerNational Security11.3010.72−0.580.000.00−0.51−0.06
Technology Adoption & DiffusionProduction & Innovation11.2310.64−0.590.000.00−0.85+0.26
Nuclear DeterrenceNational Security1.490.89−0.600.000.00−0.600.00
Semiconductors & Advanced ComputingCritical Technology3.623.00−0.620.000.00−0.66+0.03
Strategic Strike & Missile DefenceNational Security7.496.87−0.620.000.00−0.55−0.07
Connectivity, Cyber & Trust TechnologiesCritical Technology7.396.75−0.640.000.00−0.69+0.05
Robotics & Autonomous SystemsCritical Technology7.336.69−0.640.000.00−0.62−0.02
Space TechnologiesCritical Technology8.187.54−0.640.000.00−0.61−0.03
Quantum TechnologiesCritical Technology5.244.60−0.640.000.00−0.640.00
Internal Security & OrderGovernance & Integrity11.3010.66−0.640.000.00−0.56−0.07
Space OperationsNational Security6.375.72−0.650.000.00−0.56−0.10
Sensing, Timing & NavigationCritical Technology8.467.77−0.690.000.00−0.60−0.09
Sovereign Capital & External Financial PowerFinancial Strength10.7910.08−0.710.000.00−0.91+0.20
Maritime PowerNational Security9.799.07−0.720.000.00−0.69−0.03
Intelligence & AssessmentNational Security11.5910.87−0.720.000.00−0.67−0.05
Culture, Language & Education DiplomacyInformation & Influence12.5311.79−0.740.000.00−0.80+0.05
Cyber & Electromagnetic OperationsNational Security12.2711.49−0.780.000.00−0.66−0.12
National Resilience & Crisis ManagementGovernance & Integrity12.4211.64−0.780.000.00−0.780.00
Diaspora & Global CommunitiesInformation & Influence9.989.16−0.820.000.00−0.820.00
Social InfrastructureStrategic Infrastructure10.789.93−0.850.000.00−0.92+0.06
Global Value Chain PositionTrade & Investment11.5510.70−0.850.000.00−1.05+0.20
Development Cooperation & Global AssistanceInformation & Influence10.609.73−0.870.000.00−0.82−0.05
Innovation & CommercialisationProduction & Innovation11.7010.81−0.890.000.00−0.85−0.04
Biotechnology & Health TechnologiesCritical Technology9.989.03−0.950.000.00−0.98+0.03
Diplomatic Statecraft & Global NetworksInformation & Influence14.6113.65−0.960.000.00−0.88−0.07
Business Dynamism & EntrepreneurshipProduction & Innovation11.3510.37−0.980.000.00−0.85−0.13
Economic Output & ProductivityProduction & Innovation11.2510.26−0.990.000.00−1.12+0.14
Alliances & Security CooperationInformation & Influence11.9510.88−1.070.000.00−0.95−0.12
Economic Leverage & DependenceTrade & Investment12.6011.46−1.140.000.00−1.04−0.11
Investment Attraction & ProjectionTrade & Investment12.3611.11−1.250.000.00−1.20−0.04
Financial System Depth & AccessFinancial Strength15.5714.29−1.280.000.00−1.26−0.02
Information Environment & Strategic CommunicationInformation & Influence11.9210.55−1.370.000.00−1.34−0.04
Labour & EmploymentProduction & Innovation10.378.84−1.530.000.00−1.520.00

Seed 29 of experiment cycle-002.e4-zaf. The simulation can be reproduced exactly from the experiment's configuration, its versions and this seed.