A good simulation (90th percentile) · cycle-003.e4-are

Simulation 18

United Arab Emirates, scripted, 30 years from 1996, seed 18: a good simulation (90th percentile) of the experiment's 30. Capability index 9.78 at the 1996 position, 9.79 in 2026; 117 actions over 30 rounds and 4 shocks.

Model 0.2.0 · graph 0.2.0 · parameters 0.1.1 · seed 18

The experiment · The other representative simulations: 23 (median simulation), 24 (a poor simulation (10th percentile))

Outcome

From the 1996 position to 2026.

Capability index
9.79 (+0.01)
From 9.78
Rank by index
48
From 48
Domains at Tier 1
0
From 0
Events
4 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 Resource Infrastructure 15
  • Build Transport Infrastructure 15
  • Build Financial Infrastructure 15
  • Build Trade Facilitation & Logistics 15
  • Build Investment Attraction & Projection 15
9.80 +0.017
1998
  • Build Resource Infrastructure 15
  • Build Transport Infrastructure 15
  • Build Financial Infrastructure 15
  • Build Trade Facilitation & Logistics 15
  • Build Investment Attraction & Projection 15
9.83 +0.033
1999
  • Build Resource Infrastructure 15
  • Build Transport Infrastructure 15
  • Build Financial Infrastructure 15
  • Build Trade Facilitation & Logistics 15
  • Build Investment Attraction & Projection 15
9.87 +0.038
2000
  • Build Resource Infrastructure 16
  • Build Transport Infrastructure 16
  • Build Financial Infrastructure 16
  • Build Trade Facilitation & Logistics 16
  • Build Investment Attraction & Projection 16
  • Build Communications & Digital Infrastructure 6
  • Build Digital & Services Trade 6
  • Build Business Dynamism & Entrepreneurship 6
  • Build Culture, Language & Education Diplomacy 6
  • Build Advanced Education 6
9.92 +0.050
2001
  • Build Resource Infrastructure 16
  • Build Transport Infrastructure 16
  • Build Financial Infrastructure 16
  • Build Trade Facilitation & Logistics 16
  • Build Investment Attraction & Projection 16
  • Build Communications & Digital Infrastructure 6
  • Build Digital & Services Trade 6
  • Build Business Dynamism & Entrepreneurship 6
  • Build Culture, Language & Education Diplomacy 6
  • Build Advanced Education 5
9.98 +0.056
2002
  • Build Resource Infrastructure 16
  • Build Transport Infrastructure 16
  • Build Financial Infrastructure 16
  • Build Trade Facilitation & Logistics 16
  • Build Investment Attraction & Projection 13
10.03 +0.050
2003
  • Build Resource Infrastructure 16
  • Build Transport Infrastructure 16
  • Build Financial Infrastructure 16
  • Build Trade Facilitation & Logistics 16
  • Build Investment Attraction & Projection 1
10.06 +0.037
2004
  • Build Communications & Digital Infrastructure 6
  • Build Digital & Services Trade 6
  • Build Business Dynamism & Entrepreneurship 6
  • Build Culture, Language & Education Diplomacy 6
  • Build Advanced Education 6
  • Partner Energy Technologies 16
  • Partner Energy Infrastructure 2
10.10 +0.036
2005
  • Build Communications & Digital Infrastructure 6
  • Build Digital & Services Trade 6
  • Build Business Dynamism & Entrepreneurship 6
  • Build Culture, Language & Education Diplomacy 6
  • Build Advanced Education 6
  • Partner Energy Technologies 4
10.14 +0.038
2006
  • Build Communications & Digital Infrastructure 6
  • Build Digital & Services Trade 6
  • Build Business Dynamism & Entrepreneurship 6
  • Build Culture, Language & Education Diplomacy 6
10.17 +0.031
2007
  • Build Communications & Digital Infrastructure 6
  • Build Digital & Services Trade 6
  • Build Business Dynamism & Entrepreneurship 5
10.19 +0.023
2008
  • Build Communications & Digital Infrastructure 6
  • Build Digital & Services Trade 6
  • Build Business Dynamism & Entrepreneurship 3
10.21 +0.019
2009
  • Partner Energy Technologies 14
Global funding seizure10.01 −0.203
2010
  • Partner Energy Technologies 16
  • Partner Energy Infrastructure 10
10.02 +0.010
2011
  • Partner Energy Technologies 15
  • Partner Energy Infrastructure 8
10.03 +0.007
2012
  • Partner Energy Technologies 15
  • Partner Energy Infrastructure 7
10.03 +0.009
2013
  • Partner Energy Technologies 15
  • Partner Energy Infrastructure 7
10.04 +0.009
2014
  • Partner Energy Technologies 15
  • Partner Energy Infrastructure 6
Global funding seizure9.90 −0.142
2015
  • Buy Air Power 6
  • Buy Maritime Power 6
  • Buy Joint Command, Projection & Sustainment 6
  • Partner Space Technologies 8
9.91 +0.012
2016
  • Buy Air Power 6
  • Buy Maritime Power 6
  • Buy Joint Command, Projection & Sustainment 6
  • Partner Space Technologies 7
9.93 +0.016
2017
  • Partner Space Technologies 15
  • Partner Artificial Intelligence 9
9.95 +0.018
2018
  • Partner Space Technologies 15
  • Partner Artificial Intelligence 8
9.97 +0.021
2019
  • Partner Space Technologies 15
  • Partner Artificial Intelligence 7
9.99 +0.021
2020
  • Partner Space Technologies 15
  • Partner Artificial Intelligence 6
Severe pandemicMiddle East settlement9.75 −0.238
2021
  • Partner Space Technologies 15
  • Partner Artificial Intelligence 15
  • Partner Connectivity, Cyber & Trust Technologies 11
9.83 +0.080
2022
  • Partner Space Technologies 15
  • Partner Artificial Intelligence 15
  • Partner Connectivity, Cyber & Trust Technologies 4
Regional war spillover9.69 −0.140
2023
  • Partner Space Technologies 15
  • Partner Artificial Intelligence 15
  • Partner Connectivity, Cyber & Trust Technologies 7
9.72 +0.031
2024
  • Partner Space Technologies 14
  • Partner Artificial Intelligence 14
  • Partner Connectivity, Cyber & Trust Technologies 6
9.75 +0.028
2025
  • Build Biotechnology & Health Technologies 6
  • Build Health System Capability 6
  • Build Agriculture & Food Infrastructure 6
  • Build Population Health 6
  • Build Foundational Education 6
9.77 +0.021
2026
  • Build Biotechnology & Health Technologies 6
  • Build Health System Capability 6
  • Build Agriculture & Food Infrastructure 6
  • Build Population Health 6
  • Build Foundational Education 6
9.79 +0.015

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 Technology7777777776666665444444444444444
Strategic Infrastructure4443222222222222222222222222222
National Security7777777777777777777777777777776
Human Capital99999999998879999999999910101010101010
Information & Influence6666666666666666666666666666666
Governance & Integrity9999999999999101010101010101010101010101010101010
Financial Strength3333333333333333334444444455555
Production & Innovation7777777777776767777777778888888
Trade & Investment5542222222222222222222222222222

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−0.876−70.30.00
No shocks+0.683+39.9+1.00
Replay of the recorded actions (must change nothing)0.0000.00.00
Without the 1st largest decision+0.009+0.80.00
Without the 2nd largest decision+0.009+0.70.00
Without the 3rd largest decision+0.037+3.00.00
Without the 4th largest decision+0.028+2.20.00
Without the 5th largest decision+0.012+0.90.00
Without the 1st largest shock+0.289+18.60.00
Without the 2nd largest shock+0.208+14.30.00
Without the 3rd largest shock+0.183+10.10.00

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
1996
2026
Change
Invested
Decay
Events
Graph
Space TechnologiesCritical Technology1.5510.75+9.20+9.660.00−0.470.00
Artificial IntelligenceCritical Technology5.3111.60+6.29+6.880.00−0.58−0.01
Energy TechnologiesCritical Technology10.0514.81+4.76+5.570.00−0.79−0.02
Financial InfrastructureStrategic Infrastructure12.9617.49+4.53+5.440.00−0.58−0.33
Resource InfrastructureStrategic Infrastructure15.4818.17+2.69+3.200.00−0.63+0.13
Transport InfrastructureStrategic Infrastructure14.9617.59+2.63+3.280.00−0.45−0.20
Investment Attraction & ProjectionTrade & Investment14.5216.63+2.11+3.860.00−1.61−0.14
Connectivity, Cyber & Trust TechnologiesCritical Technology6.838.89+2.06+2.610.00−0.57+0.02
Trade Facilitation & LogisticsTrade & Investment16.0518.03+1.98+3.370.00−1.75+0.36
Strategic Strike & Missile DefenceNational Security6.308.06+1.760.000.00−0.40+2.16
Space OperationsNational Security3.985.70+1.720.000.00−0.06+1.77
Communications & Digital InfrastructureStrategic Infrastructure13.8615.50+1.64+2.040.00−0.44+0.04
Culture, Language & Education DiplomacyInformation & Influence7.629.23+1.61+2.060.00−0.52+0.07
Digital & Services TradeTrade & Investment12.6614.01+1.35+2.390.00−1.16+0.13
Energy InfrastructureStrategic Infrastructure12.2213.33+1.11+1.690.00−0.59+0.01
Advanced EducationHuman Capital10.4511.55+1.10+1.560.00−0.40−0.06
Business Dynamism & EntrepreneurshipProduction & Innovation11.3512.17+0.82+1.950.00−0.98−0.15
Sensing, Timing & NavigationCritical Technology2.182.76+0.580.000.00−0.20+0.78
Space, Aerospace & Defence InfrastructureStrategic Infrastructure5.956.42+0.470.000.00−0.25+0.72
Air PowerNational Security8.548.96+0.42+0.740.00−0.310.00
Maritime PowerNational Security6.146.55+0.41+0.870.00−0.45−0.01
Intelligence & AssessmentNational Security8.158.36+0.210.000.00−0.06+0.27
Nuclear DeterrenceNational Security0.000.20+0.200.000.00+0.18+0.02
Joint Command, Projection & SustainmentNational Security8.208.38+0.18+0.750.00−0.59+0.02
Robotics & Autonomous SystemsCritical Technology3.733.67−0.060.000.00−0.32+0.27
Cyber & Electromagnetic OperationsNational Security6.346.23−0.110.000.00−0.16+0.04
Justice System & Fundamental RightsGovernance & Integrity7.026.90−0.120.000.00−0.10−0.02
Semiconductors & Advanced ComputingCritical Technology1.391.26−0.130.000.00−0.12−0.01
Political Institutions & Civic ParticipationGovernance & Integrity4.254.12−0.130.000.00−0.12−0.01
Agriculture & Food InfrastructureStrategic Infrastructure7.337.18−0.15+0.220.00−0.34−0.04
Research Talent & Knowledge CreationHuman Capital6.936.71−0.220.000.00−0.30+0.07
Digital & AI CompetenceHuman Capital9.859.60−0.250.000.00−0.44+0.19
Land PowerNational Security8.267.99−0.270.000.00−0.24−0.03
Quantum TechnologiesCritical Technology2.902.63−0.270.000.00−0.25−0.02
Transparency, Oversight & AccountabilityGovernance & Integrity6.556.27−0.280.000.00−0.26−0.02
Biotechnology & Health TechnologiesCritical Technology5.204.87−0.33+0.340.00−0.64−0.02
Internal Security & OrderGovernance & Integrity13.0212.67−0.350.000.00−0.24−0.12
Advanced Materials & ManufacturingCritical Technology4.484.11−0.370.000.00−0.380.00
Diaspora & Global CommunitiesInformation & Influence6.896.52−0.370.000.00−0.38+0.01
Lifelong Learning & ReskillingHuman Capital8.257.86−0.390.000.00−0.36−0.04
Technical & Vocational SkillsHuman Capital8.578.17−0.400.000.00−0.37−0.03
Advanced ManufacturingStrategic Infrastructure8.588.14−0.440.000.00−0.42−0.03
Force Generation & MobilisationNational Security8.548.10−0.440.000.00−0.25−0.18
Alliances & Security CooperationInformation & Influence11.2210.78−0.440.000.00−0.43−0.01
Regulatory Governance & Strategic ControlsGovernance & Integrity11.3910.93−0.460.000.00−0.45−0.01
Public Integrity & Anti-CorruptionGovernance & Integrity10.409.91−0.490.000.00−0.46−0.03
Diplomatic Statecraft & Global NetworksInformation & Influence10.359.85−0.500.000.00−0.44−0.07
Early Childhood DevelopmentHuman Capital13.6513.11−0.540.000.00−0.41−0.13
Foundational EducationHuman Capital10.6110.05−0.56+0.240.00−0.70−0.09
Population HealthHuman Capital12.3311.72−0.61+0.180.00−0.68−0.10
Water, Sanitation & Waste InfrastructureStrategic Infrastructure14.4113.75−0.660.000.00−0.48−0.18
Innovation & CommercialisationProduction & Innovation7.126.46−0.660.000.00−0.75+0.09
Information Environment & Strategic CommunicationInformation & Influence8.487.73−0.750.000.00−0.82+0.08
Social InfrastructureStrategic Infrastructure11.5410.75−0.790.000.00−0.50−0.29
Health System CapabilityHuman Capital12.3111.46−0.85+0.140.00−0.85−0.15
Government Effectiveness & Public AdministrationGovernance & Integrity13.2712.41−0.860.000.00−0.84−0.02
Development Cooperation & Global AssistanceInformation & Influence12.0911.22−0.870.000.00−0.61−0.27
National Resilience & Crisis ManagementGovernance & Integrity12.0611.16−0.900.000.00−0.78−0.12
Technology Adoption & DiffusionProduction & Innovation12.5311.61−0.920.000.00−1.06+0.14
Industrial & Sectoral BaseProduction & Innovation10.339.31−1.020.000.00−1.08+0.06
Structural Transformation & ComplexityProduction & Innovation9.208.10−1.100.000.00−0.96−0.14
Sovereign Capital & External Financial PowerFinancial Strength17.1015.96−1.140.000.00−1.02−0.12
Global Value Chain PositionTrade & Investment10.729.45−1.270.000.00−1.32+0.04
Trade Policy & Market AccessTrade & Investment13.3311.97−1.360.000.00−1.28−0.08
Export Capability & SophisticationTrade & Investment9.938.54−1.390.000.00−1.26−0.12
Financial System Depth & AccessFinancial Strength11.7510.18−1.570.000.00−1.67+0.11
Labour & EmploymentProduction & Innovation8.136.49−1.640.000.00−1.52−0.12
Economic Leverage & DependenceTrade & Investment12.1510.45−1.700.000.00−1.63−0.07
Financial Regulation & IntegrityFinancial Strength11.349.62−1.720.000.00−1.68−0.04
Financial Stability & Crisis ManagementFinancial Strength11.9810.26−1.720.000.00−1.66−0.06
Economic Output & ProductivityProduction & Innovation13.1511.42−1.730.000.00−1.56−0.16
Monetary & Currency CapabilityFinancial Strength11.9810.20−1.780.000.00−1.66−0.11
Fiscal Capacity & Public FinanceFinancial Strength13.6211.11−2.510.000.00−2.27−0.24

Seed 18 of experiment cycle-003.e4-are. The simulation can be reproduced exactly from the experiment's configuration, its versions and this seed.