Median simulation · cycle-003.e4-are

Simulation 23

United Arab Emirates, scripted, 30 years from 1996, seed 23: median simulation of the experiment's 30. Capability index 9.78 at the 1996 position, 9.76 in 2026; 117 actions over 30 rounds and 4 shocks.

Model 0.2.0 · graph 0.2.0 · parameters 0.1.1 · seed 23

The experiment · The other representative simulations: 24 (a poor simulation (10th percentile)), 18 (a good simulation (90th percentile))

Outcome

From the 1996 position to 2026.

Capability index
9.76 (−0.02)
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 +0.034
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 +0.057
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 1
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 2
10.14 +0.037
2006
  • Build Communications & Digital Infrastructure 6
  • Build Digital & Services Trade 6
  • Build Business Dynamism & Entrepreneurship 6
  • Build Culture, Language & Education Diplomacy 3
10.17 +0.030
2007
  • Build Communications & Digital Infrastructure 6
  • Build Digital & Services Trade 6
  • Build Business Dynamism & Entrepreneurship 3
10.19 +0.022
2008
  • Build Communications & Digital Infrastructure 6
  • Build Digital & Services Trade 6
  • Build Business Dynamism & Entrepreneurship 0
10.21 +0.017
2009
  • Partner Energy Technologies 11
Global funding seizure10.00 −0.205
2010
  • Partner Energy Technologies 16
  • Partner Energy Infrastructure 7
10.01 +0.008
2011
  • Partner Energy Technologies 15
  • Partner Energy Infrastructure 6
10.02 +0.007
2012
  • Partner Energy Technologies 15
  • Partner Energy Infrastructure 5
10.03 +0.008
2013
  • Partner Energy Technologies 15
  • Partner Energy Infrastructure 4
10.03 +0.008
2014
  • Partner Energy Technologies 15
  • Partner Energy Infrastructure 4
Global funding seizure9.89 −0.143
2015
  • Buy Air Power 6
  • Buy Maritime Power 6
  • Buy Joint Command, Projection & Sustainment 6
  • Partner Space Technologies 6
9.90 +0.011
2016
  • Buy Air Power 6
  • Buy Maritime Power 6
  • Buy Joint Command, Projection & Sustainment 6
  • Partner Space Technologies 5
9.91 +0.014
2017
  • Partner Space Technologies 15
  • Partner Artificial Intelligence 7
9.93 +0.016
2018
  • Partner Space Technologies 15
  • Partner Artificial Intelligence 7
9.95 +0.019
2019
  • Partner Space Technologies 15
  • Partner Artificial Intelligence 6
9.97 +0.019
2020
  • Partner Space Technologies 15
  • Partner Artificial Intelligence 5
Severe pandemicMiddle East settlement9.73 −0.239
2021
  • Partner Space Technologies 15
  • Partner Artificial Intelligence 15
  • Partner Connectivity, Cyber & Trust Technologies 10
9.81 +0.078
2022
  • Partner Space Technologies 15
  • Partner Artificial Intelligence 15
  • Partner Connectivity, Cyber & Trust Technologies 4
Regional war spillover9.67 −0.142
2023
  • Partner Space Technologies 15
  • Partner Artificial Intelligence 15
  • Partner Connectivity, Cyber & Trust Technologies 8
9.70 +0.030
2024
  • Partner Space Technologies 14
  • Partner Artificial Intelligence 14
  • Partner Connectivity, Cyber & Trust Technologies 6
9.72 +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
9.74 +0.020
2026
  • Build Biotechnology & Health Technologies 6
  • Build Health System Capability 6
  • Build Agriculture & Food Infrastructure 6
  • Build Population Health 6
  • Build Foundational Education 6
9.76 +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 Strength3333333333333334444444444455555
Production & Innovation7777777777777777778888888888888
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 Technology1.5510.58+9.03+9.470.00−0.450.00
Artificial IntelligenceCritical Technology5.3111.35+6.04+6.600.00−0.570.00
Energy TechnologiesCritical Technology10.0514.61+4.56+5.360.00−0.79−0.01
Financial InfrastructureStrategic Infrastructure12.9617.47+4.51+5.440.00−0.58−0.35
Resource InfrastructureStrategic Infrastructure15.4818.26+2.78+3.180.00−0.63+0.24
Transport InfrastructureStrategic Infrastructure14.9617.55+2.59+3.280.00−0.45−0.24
Investment Attraction & ProjectionTrade & Investment14.5216.64+2.12+3.840.00−1.61−0.11
Connectivity, Cyber & Trust TechnologiesCritical Technology6.838.91+2.08+2.620.00−0.57+0.03
Trade Facilitation & LogisticsTrade & Investment16.0518.04+1.99+3.370.00−1.75+0.38
Space OperationsNational Security3.985.72+1.740.000.00−0.06+1.80
Communications & Digital InfrastructureStrategic Infrastructure13.8615.50+1.64+2.040.00−0.44+0.04
Culture, Language & Education DiplomacyInformation & Influence7.629.13+1.51+1.900.00−0.52+0.14
Digital & Services TradeTrade & Investment12.6614.09+1.43+2.390.00−1.17+0.21
Strategic Strike & Missile DefenceNational Security6.307.44+1.140.000.00−0.38+1.53
Advanced EducationHuman Capital10.4511.54+1.09+1.550.00−0.40−0.06
Sensing, Timing & NavigationCritical Technology2.182.85+0.670.000.00−0.20+0.88
Energy InfrastructureStrategic Infrastructure12.2212.87+0.65+1.130.00−0.59+0.10
Business Dynamism & EntrepreneurshipProduction & Innovation11.3511.86+0.51+1.670.00−1.00−0.16
Air PowerNational Security8.548.95+0.41+0.730.00−0.31−0.01
Maritime PowerNational Security6.146.54+0.40+0.860.00−0.45−0.03
Space, Aerospace & Defence InfrastructureStrategic Infrastructure5.956.22+0.270.000.00−0.25+0.52
Nuclear DeterrenceNational Security0.000.20+0.200.000.00+0.18+0.02
Intelligence & AssessmentNational Security8.158.32+0.170.000.00−0.06+0.23
Joint Command, Projection & SustainmentNational Security8.208.35+0.15+0.750.00−0.59−0.01
Robotics & Autonomous SystemsCritical Technology3.733.80+0.070.000.00−0.32+0.40
Justice System & Fundamental RightsGovernance & Integrity7.026.90−0.120.000.00−0.10−0.02
Semiconductors & Advanced ComputingCritical Technology1.391.27−0.120.000.00−0.12−0.01
Cyber & Electromagnetic OperationsNational Security6.346.22−0.120.000.00−0.16+0.04
Political Institutions & Civic ParticipationGovernance & Integrity4.254.12−0.130.000.00−0.12−0.01
Agriculture & Food InfrastructureStrategic Infrastructure7.337.17−0.16+0.220.00−0.34−0.04
Research Talent & Knowledge CreationHuman Capital6.936.77−0.160.000.00−0.30+0.14
Digital & AI CompetenceHuman Capital9.859.62−0.230.000.00−0.44+0.21
Quantum TechnologiesCritical Technology2.902.63−0.270.000.00−0.25−0.02
Transparency, Oversight & AccountabilityGovernance & Integrity6.556.27−0.280.000.00−0.26−0.01
Internal Security & OrderGovernance & Integrity13.0212.71−0.310.000.00−0.24−0.07
Land PowerNational Security8.267.94−0.320.000.00−0.25−0.07
Biotechnology & Health TechnologiesCritical Technology5.204.87−0.33+0.330.00−0.64−0.01
Diaspora & Global CommunitiesInformation & Influence6.896.53−0.360.000.00−0.38+0.02
Advanced Materials & ManufacturingCritical Technology4.484.10−0.380.000.00−0.380.00
Lifelong Learning & ReskillingHuman Capital8.257.85−0.400.000.00−0.36−0.04
Technical & Vocational SkillsHuman Capital8.578.16−0.410.000.00−0.37−0.04
Alliances & Security CooperationInformation & Influence11.2210.77−0.450.000.00−0.43−0.02
Advanced ManufacturingStrategic Infrastructure8.588.12−0.460.000.00−0.42−0.04
Regulatory Governance & Strategic ControlsGovernance & Integrity11.3910.93−0.460.000.00−0.45−0.01
Diplomatic Statecraft & Global NetworksInformation & Influence10.359.87−0.480.000.00−0.44−0.05
Force Generation & MobilisationNational Security8.548.03−0.510.000.00−0.25−0.25
Public Integrity & Anti-CorruptionGovernance & Integrity10.409.89−0.510.000.00−0.46−0.05
Foundational EducationHuman Capital10.6110.06−0.55+0.240.00−0.70−0.09
Early Childhood DevelopmentHuman Capital13.6513.10−0.550.000.00−0.42−0.14
Population HealthHuman Capital12.3311.68−0.65+0.180.00−0.68−0.15
Innovation & CommercialisationProduction & Innovation7.126.45−0.670.000.00−0.76+0.08
Water, Sanitation & Waste InfrastructureStrategic Infrastructure14.4113.73−0.680.000.00−0.48−0.20
Information Environment & Strategic CommunicationInformation & Influence8.487.79−0.690.000.00−0.83+0.14
Social InfrastructureStrategic Infrastructure11.5410.77−0.770.000.00−0.50−0.27
Development Cooperation & Global AssistanceInformation & Influence12.0911.28−0.810.000.00−0.61−0.20
Health System CapabilityHuman Capital12.3111.44−0.87+0.140.00−0.85−0.17
Government Effectiveness & Public AdministrationGovernance & Integrity13.2712.39−0.880.000.00−0.84−0.03
Technology Adoption & DiffusionProduction & Innovation12.5311.58−0.950.000.00−1.07+0.12
National Resilience & Crisis ManagementGovernance & Integrity12.0611.08−0.980.000.00−0.79−0.20
Industrial & Sectoral BaseProduction & Innovation10.339.26−1.070.000.00−1.080.00
Sovereign Capital & External Financial PowerFinancial Strength17.1015.96−1.140.000.00−1.02−0.11
Structural Transformation & ComplexityProduction & Innovation9.208.05−1.150.000.00−0.96−0.19
Global Value Chain PositionTrade & Investment10.729.45−1.270.000.00−1.32+0.05
Trade Policy & Market AccessTrade & Investment13.3311.96−1.370.000.00−1.29−0.09
Export Capability & SophisticationTrade & Investment9.938.55−1.380.000.00−1.26−0.12
Economic Leverage & DependenceTrade & Investment12.1510.62−1.530.000.00−1.64+0.11
Financial System Depth & AccessFinancial Strength11.7510.16−1.590.000.00−1.67+0.09
Labour & EmploymentProduction & Innovation8.136.49−1.640.000.00−1.52−0.12
Financial Stability & Crisis ManagementFinancial Strength11.9810.27−1.710.000.00−1.67−0.05
Financial Regulation & IntegrityFinancial Strength11.349.62−1.720.000.00−1.68−0.04
Economic Output & ProductivityProduction & Innovation13.1511.40−1.750.000.00−1.57−0.18
Monetary & Currency CapabilityFinancial Strength11.9810.12−1.860.000.00−1.67−0.19
Fiscal Capacity & Public FinanceFinancial Strength13.6211.05−2.570.000.00−2.28−0.30

Seed 23 of experiment cycle-003.e4-are. The simulation can be reproduced exactly from the experiment's configuration, its versions and this seed.