Median simulation · cycle-003.e4-zaf

Simulation 26

South Africa, scripted, 30 years from 1996, seed 26: median simulation of the experiment's 30. Capability index 11.66 at the 1996 position, 11.80 in 2026; 123 actions over 30 rounds and 5 shocks.

Model 0.2.0 · graph 0.2.0 · parameters 0.1.1 · seed 26

The experiment · The other representative simulations: 2 (a poor simulation (10th percentile)), 8 (a good simulation (90th percentile))

Outcome

From the 1996 position to 2026.

Capability index
11.80 (+0.15)
From 11.66
Rank by index
30
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 22
  • Build Monetary & Currency Capability 22
  • Build Financial Regulation & Integrity 22
  • Build Trade Policy & Market Access 22
11.68 +0.023
1998
  • Build Fiscal Capacity & Public Finance 22
  • Build Monetary & Currency Capability 22
  • Build Financial Regulation & Integrity 22
  • Build Trade Policy & Market Access 22
11.72 +0.047
1999
  • Build Fiscal Capacity & Public Finance 22
  • Build Monetary & Currency Capability 22
  • Build Financial Regulation & Integrity 22
  • Build Trade Policy & Market Access 22
11.79 +0.060
2000
  • Build Fiscal Capacity & Public Finance 22
  • Build Monetary & Currency Capability 22
  • Build Financial Regulation & Integrity 22
  • Build Trade Policy & Market Access 22
Market access opening11.89 +0.102
2001
  • Build Health System Capability 9
  • Build Population Health 9
  • Build Foundational Education 9
11.97 +0.086
2002
  • Build Health System Capability 9
  • Build Population Health 9
  • Build Foundational Education 9
12.04 +0.071
2003
  • Build Health System Capability 10
  • Build Population Health 10
  • Build Foundational Education 10
12.07 +0.021
2004
  • Build Health System Capability 9
  • Build Population Health 9
  • Build Foundational Education 9
12.09 +0.024
2005
  • Build Energy Infrastructure 23
  • Build Transport Infrastructure 23
  • Build Communications & Digital Infrastructure 23
  • Build Industrial & Sectoral Base 23
12.13 +0.036
2006
  • Build Energy Infrastructure 23
  • Build Transport Infrastructure 23
  • Build Communications & Digital Infrastructure 23
  • Build Industrial & Sectoral Base 23
12.17 +0.044
2007
  • Build Energy Infrastructure 23
  • Build Transport Infrastructure 23
  • Build Communications & Digital Infrastructure 23
  • Build Industrial & Sectoral Base 23
12.22 +0.052
2008
  • Build Energy Infrastructure 23
  • Build Transport Infrastructure 23
  • Build Communications & Digital Infrastructure 23
  • Build Industrial & Sectoral Base 23
Global funding seizureHybrid coercion11.98 −0.239
2009
  • Build Energy Infrastructure 23
  • Build Transport Infrastructure 23
  • Build Communications & Digital Infrastructure 23
  • Build Industrial & Sectoral Base 23
12.03 +0.046
2010
  • Build Industrial & Sectoral Base 9
  • Build Export Capability & Sophistication 9
  • Build Advanced Manufacturing 9
  • Build Trade Facilitation & Logistics 9
12.07 +0.045
2011
  • Build Industrial & Sectoral Base 9
  • Build Export Capability & Sophistication 9
  • Build Advanced Manufacturing 9
  • Build Trade Facilitation & Logistics 9
12.12 +0.046
2012
  • Build Industrial & Sectoral Base 9
  • Build Export Capability & Sophistication 9
  • Build Advanced Manufacturing 9
  • Build Trade Facilitation & Logistics 9
12.16 +0.037
2013
  • Build Industrial & Sectoral Base 9
  • Build Export Capability & Sophistication 9
  • Build Advanced Manufacturing 9
  • Build Trade Facilitation & Logistics 9
12.19 +0.030
2014
  • Build Industrial & Sectoral Base 9
  • Build Export Capability & Sophistication 9
  • Build Advanced Manufacturing 9
  • Build Trade Facilitation & Logistics 9
12.22 +0.030
2015
  • Buy Energy Technologies 9
  • Buy Energy Infrastructure 9
  • Buy Water, Sanitation & Waste Infrastructure 9
  • Buy Resource Infrastructure 9
Breadbasket failure12.15 −0.068
2016
  • Buy Energy Technologies 9
  • Buy Energy Infrastructure 9
  • Buy Water, Sanitation & Waste Infrastructure 9
  • Buy Resource Infrastructure 9
12.18 +0.025
2017
  • Buy Energy Technologies 9
  • Buy Energy Infrastructure 9
  • Buy Water, Sanitation & Waste Infrastructure 9
  • Buy Resource Infrastructure 9
12.20 +0.020
2018
  • Buy Energy Technologies 9
  • Buy Energy Infrastructure 9
  • Buy Water, Sanitation & Waste Infrastructure 9
  • Buy Resource Infrastructure 9
12.21 +0.018
2019
  • Buy Energy Technologies 9
  • Buy Energy Infrastructure 9
  • Buy Water, Sanitation & Waste Infrastructure 9
  • Buy Resource Infrastructure 9
12.23 +0.018
2020
  • Partner Digital & AI Competence 5
  • Partner Communications & Digital Infrastructure 5
  • Partner Public Integrity & Anti-Corruption 5
  • Partner Financial Stability & Crisis Management 5
  • Partner Government Effectiveness & Public Administration 5
Severe pandemic11.90 −0.326
2021
  • Partner Digital & AI Competence 5
  • Partner Communications & Digital Infrastructure 5
  • Partner Public Integrity & Anti-Corruption 5
  • Partner Financial Stability & Crisis Management 5
  • Partner Government Effectiveness & Public Administration 5
11.91 +0.007
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 disaster11.78 −0.131
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
11.79 +0.006
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
11.79 +0.004
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
11.80 +0.005
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
11.80 +0.008

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 Technology7777776666667777777766555555555
Strategic Infrastructure3333333222223222222222222222222
National Security4444444444444444444444445555555
Human Capital6666666666666666666666666666677
Information & Influence5555555555555555555666666666666
Governance & Integrity8888887777778888888888888899999
Financial Strength6543211111111222222222222233333
Production & Innovation8888888886633222111111111111112
Trade & Investment6665322222222222222233333344444

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−1.104−79.5−0.90
No shocks+0.965+67.1+2.10
Replay of the recorded actions (must change nothing)0.0000.00.00
Without the 1st largest decision−0.007−0.60.00
Without the 2nd largest decision−0.011−0.90.00
Without the 3rd largest decision−0.016−1.30.00
Without the 4th largest decision−0.010−0.6−0.90
Without the 5th largest decision−0.007−0.6−0.10
Without the 1st largest shock+0.378+26.4+0.10
Without the 2nd largest shock+0.241+16.1+0.10
Without the 3rd largest shock+0.151+10.6+0.70

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 Infrastructure12.8118.11+5.30+5.930.00−0.59−0.05
Industrial & Sectoral BaseProduction & Innovation14.2419.25+5.01+5.410.00−0.81+0.41
Energy InfrastructureStrategic Infrastructure13.4217.91+4.49+5.090.00−0.69+0.09
Trade Policy & Market AccessTrade & Investment13.7317.37+3.64+4.420.00−0.68−0.10
Transport InfrastructureStrategic Infrastructure13.7717.38+3.61+4.010.00−0.45+0.05
Energy TechnologiesCritical Technology10.0512.46+2.41+3.070.00−0.77+0.10
Export Capability & SophisticationTrade & Investment11.6413.95+2.31+2.850.00−0.95+0.40
Foundational EducationHuman Capital9.5311.62+2.09+2.630.00−0.56+0.02
Monetary & Currency CapabilityFinancial Strength15.6417.72+2.08+3.060.00−1.03+0.05
Digital & AI CompetenceHuman Capital10.2912.13+1.84+1.810.00−0.39+0.43
Population HealthHuman Capital8.8310.66+1.83+2.240.00−0.65+0.24
Financial Regulation & IntegrityFinancial Strength16.1517.84+1.69+2.650.00−0.95−0.02
Trade Facilitation & LogisticsTrade & Investment13.0314.72+1.69+2.600.00−1.48+0.57
Water, Sanitation & Waste InfrastructureStrategic Infrastructure11.5212.83+1.31+2.140.00−0.86+0.03
Advanced ManufacturingStrategic Infrastructure13.7314.97+1.24+1.510.00−0.51+0.25
Resource InfrastructureStrategic Infrastructure15.0216.08+1.06+1.700.00−0.54−0.10
Health System CapabilityHuman Capital11.3512.40+1.05+1.750.00−0.76+0.07
Fiscal Capacity & Public FinanceFinancial Strength14.3615.19+0.83+2.560.00−1.56−0.17
Public Integrity & Anti-CorruptionGovernance & Integrity11.7312.29+0.56+1.010.00−0.42−0.03
Advanced EducationHuman Capital12.2012.42+0.220.000.00−0.38+0.59
Financial Stability & Crisis ManagementFinancial Strength15.4015.61+0.21+1.170.00−1.09+0.12
Government Effectiveness & Public AdministrationGovernance & Integrity13.2713.43+0.16+0.910.00−0.80+0.04
Technical & Vocational SkillsHuman Capital9.9810.07+0.090.000.00−0.24+0.34
Nuclear DeterrenceNational Security1.491.41−0.080.000.00−0.090.00
Semiconductors & Advanced ComputingCritical Technology3.623.46−0.160.000.00−0.19+0.02
Early Childhood DevelopmentHuman Capital10.169.96−0.200.000.00−0.47+0.27
Research Talent & Knowledge CreationHuman Capital12.8212.57−0.250.000.00−0.37+0.12
Political Institutions & Civic ParticipationGovernance & Integrity14.7914.54−0.250.000.00−0.38+0.13
Regulatory Governance & Strategic ControlsGovernance & Integrity11.7711.50−0.270.000.00−0.26−0.01
Quantum TechnologiesCritical Technology5.244.95−0.290.000.00−0.29+0.01
Artificial IntelligenceCritical Technology7.347.00−0.340.000.00−0.43+0.09
Financial InfrastructureStrategic Infrastructure16.6516.31−0.340.000.00−0.63+0.29
Joint Command, Projection & SustainmentNational Security11.8011.45−0.350.000.00−0.51+0.15
Force Generation & MobilisationNational Security11.2810.88−0.400.000.00−0.51+0.10
Connectivity, Cyber & Trust TechnologiesCritical Technology7.396.99−0.400.000.00−0.48+0.08
Justice System & Fundamental RightsGovernance & Integrity13.3812.98−0.400.000.00−0.40−0.01
Transparency, Oversight & AccountabilityGovernance & Integrity13.5813.18−0.400.000.00−0.39−0.01
Lifelong Learning & ReskillingHuman Capital10.7710.36−0.410.000.00−0.39−0.02
Robotics & Autonomous SystemsCritical Technology7.336.91−0.420.000.00−0.420.00
Space OperationsNational Security6.375.95−0.420.000.00−0.34−0.08
Strategic Strike & Missile DefenceNational Security7.497.05−0.440.000.00−0.40−0.04
Digital & Services TradeTrade & Investment13.0612.62−0.440.000.00−0.86+0.42
Space, Aerospace & Defence InfrastructureStrategic Infrastructure11.3310.88−0.450.000.00−0.56+0.11
Space TechnologiesCritical Technology8.187.69−0.490.000.00−0.47−0.02
Structural Transformation & ComplexityProduction & Innovation11.8111.30−0.510.000.00−0.84+0.33
Agriculture & Food InfrastructureStrategic Infrastructure12.7312.21−0.520.000.00−0.65+0.13
Sensing, Timing & NavigationCritical Technology8.467.94−0.520.000.00−0.49−0.04
Advanced Materials & ManufacturingCritical Technology11.2810.74−0.540.000.00−0.57+0.03
Land PowerNational Security12.0011.45−0.550.000.00−0.50−0.05
Technology Adoption & DiffusionProduction & Innovation11.2310.67−0.560.000.00−0.84+0.28
Air PowerNational Security11.3010.73−0.570.000.00−0.51−0.06
Internal Security & OrderGovernance & Integrity11.3010.69−0.610.000.00−0.56−0.05
Maritime PowerNational Security9.799.10−0.690.000.00−0.65−0.04
Intelligence & AssessmentNational Security11.5910.88−0.710.000.00−0.66−0.04
Cyber & Electromagnetic OperationsNational Security12.2711.56−0.710.000.00−0.66−0.06
Sovereign Capital & External Financial PowerFinancial Strength10.7910.08−0.710.000.00−0.90+0.19
National Resilience & Crisis ManagementGovernance & Integrity12.4211.66−0.760.000.00−0.77+0.01
Culture, Language & Education DiplomacyInformation & Influence12.5311.76−0.770.000.00−0.79+0.01
Social InfrastructureStrategic Infrastructure10.7810.00−0.780.000.00−0.91+0.12
Diaspora & Global CommunitiesInformation & Influence9.989.19−0.790.000.00−0.79+0.01
Global Value Chain PositionTrade & Investment11.5510.76−0.790.000.00−1.04+0.25
Development Cooperation & Global AssistanceInformation & Influence10.609.78−0.820.000.00−0.81−0.01
Innovation & CommercialisationProduction & Innovation11.7010.84−0.860.000.00−0.84−0.02
Biotechnology & Health TechnologiesCritical Technology9.989.07−0.910.000.00−0.96+0.06
Diplomatic Statecraft & Global NetworksInformation & Influence14.6113.69−0.920.000.00−0.87−0.04
Business Dynamism & EntrepreneurshipProduction & Innovation11.3510.39−0.960.000.00−0.84−0.11
Alliances & Security CooperationInformation & Influence11.9510.92−1.030.000.00−0.94−0.08
Economic Output & ProductivityProduction & Innovation11.2510.22−1.030.000.00−1.11+0.08
Economic Leverage & DependenceTrade & Investment12.6011.51−1.090.000.00−1.02−0.06
Investment Attraction & ProjectionTrade & Investment12.3611.15−1.210.000.00−1.19−0.02
Financial System Depth & AccessFinancial Strength15.5714.30−1.270.000.00−1.25−0.02
Information Environment & Strategic CommunicationInformation & Influence11.9210.55−1.370.000.00−1.33−0.04
Labour & EmploymentProduction & Innovation10.378.85−1.520.000.00−1.48−0.04

Seed 26 of experiment cycle-003.e4-zaf. The simulation can be reproduced exactly from the experiment's configuration, its versions and this seed.