Median simulation · cycle-002.e4-usa

Simulation 20

United States, scripted, 30 years from 1996, seed 20: median simulation of the experiment's 30. Capability index 19.15 at the 1996 position, 18.36 in 2026; 150 actions over 30 rounds and 8 shocks.

Model 0.1.0 · graph 0.2.0 · parameters 0.1.0 · seed 20

The experiment · The other representative simulations: 4 (a poor simulation (10th percentile)), 27 (a good simulation (90th percentile))

Outcome

From the 1996 position to 2026.

Capability index
18.36 (−0.79)
From 19.15
Rank by index
1
From 1
Domains at Tier 1
9
From 9
Events
8 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 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 35
  • Build Research Talent & Knowledge Creation 35
  • Build Connectivity, Cyber & Trust Technologies 35
  • Build Trade Policy & Market Access 35
  • Build Digital & Services Trade 35
19.15 +0.002
1998
  • Build Fiscal Capacity & Public Finance 35
  • Build Research Talent & Knowledge Creation 35
  • Build Connectivity, Cyber & Trust Technologies 35
  • Build Trade Policy & Market Access 35
  • Build Digital & Services Trade 35
19.15 +0.005
1999
  • Build Fiscal Capacity & Public Finance 35
  • Build Research Talent & Knowledge Creation 35
  • Build Connectivity, Cyber & Trust Technologies 35
  • Build Trade Policy & Market Access 35
  • Build Digital & Services Trade 35
19.16 +0.002
2000
  • Build Fiscal Capacity & Public Finance 35
  • Build Research Talent & Knowledge Creation 35
  • Build Connectivity, Cyber & Trust Technologies 35
  • Build Trade Policy & Market Access 35
  • Build Digital & Services Trade 35
Global funding seizure19.09 −0.069
2001
  • Build Intelligence & Assessment 70
  • Build Joint Command, Projection & Sustainment 70
  • Build Land Power 70
  • Build Air Power 70
  • Build Internal Security & Order 70
Regional war spillover19.04 −0.046
2002
  • Build Intelligence & Assessment 70
  • Build Joint Command, Projection & Sustainment 70
  • Build Land Power 70
  • Build Air Power 70
  • Build Internal Security & Order 70
19.05 +0.011
2003
  • Build Intelligence & Assessment 70
  • Build Joint Command, Projection & Sustainment 70
  • Build Land Power 70
  • Build Air Power 70
  • Build Internal Security & Order 70
19.07 +0.016
2004
  • Build Intelligence & Assessment 70
  • Build Joint Command, Projection & Sustainment 70
  • Build Land Power 70
  • Build Air Power 70
  • Build Internal Security & Order 70
19.08 +0.011
2005
  • Build Intelligence & Assessment 70
  • Build Joint Command, Projection & Sustainment 70
  • Build Land Power 70
  • Build Air Power 70
  • Build Internal Security & Order 70
Core disaster18.92 −0.160
2006
  • Build Intelligence & Assessment 70
  • Build Joint Command, Projection & Sustainment 70
  • Build Land Power 70
  • Build Air Power 70
  • Build Internal Security & Order 70
18.91 −0.004
2007
  • Build Intelligence & Assessment 68
  • Build Joint Command, Projection & Sustainment 68
  • Build Land Power 68
  • Build Air Power 68
  • Build Internal Security & Order 68
18.91 −0.006
2008
  • Build Intelligence & Assessment 68
  • Build Joint Command, Projection & Sustainment 68
  • Build Land Power 68
  • Build Air Power 68
  • Build Internal Security & Order 68
Global funding seizure18.70 −0.208
2009
  • Build Financial Stability & Crisis Management 34
  • Build Health System Capability 34
  • Build Energy Technologies 34
  • Build Advanced Materials & Manufacturing 34
  • Build Cyber & Electromagnetic Operations 34
18.70 +0.001
2010
  • Build Financial Stability & Crisis Management 33
  • Build Health System Capability 33
  • Build Energy Technologies 33
  • Build Advanced Materials & Manufacturing 33
  • Build Cyber & Electromagnetic Operations 33
18.71 +0.007
2011
  • Build Financial Stability & Crisis Management 33
  • Build Health System Capability 33
  • Build Energy Technologies 33
  • Build Advanced Materials & Manufacturing 33
  • Build Cyber & Electromagnetic Operations 33
18.73 +0.016
2012
  • Build Financial Stability & Crisis Management 33
  • Build Health System Capability 33
  • Build Energy Technologies 33
  • Build Advanced Materials & Manufacturing 33
  • Build Cyber & Electromagnetic Operations 33
18.73 +0.005
2013
  • Build Financial Stability & Crisis Management 33
  • Build Health System Capability 33
  • Build Energy Technologies 33
  • Build Advanced Materials & Manufacturing 33
  • Build Cyber & Electromagnetic Operations 33
18.74 +0.006
2014
  • Build Financial Stability & Crisis Management 33
  • Build Health System Capability 33
  • Build Energy Technologies 33
  • Build Advanced Materials & Manufacturing 33
  • Build Cyber & Electromagnetic Operations 33
18.74 −0.002
2015
  • Build Financial Stability & Crisis Management 33
  • Build Health System Capability 33
  • Build Energy Technologies 33
  • Build Advanced Materials & Manufacturing 33
  • Build Cyber & Electromagnetic Operations 33
18.73 −0.002
2016
  • Build Financial Stability & Crisis Management 33
  • Build Health System Capability 33
  • Build Energy Technologies 33
  • Build Advanced Materials & Manufacturing 33
  • Build Cyber & Electromagnetic Operations 33
18.73 0.000
2017
  • Build Trade Policy & Market Access 33
  • Build Force Generation & Mobilisation 33
  • Build Strategic Strike & Missile Defence 33
  • Build Space Operations 33
  • Build Resource Infrastructure 33
18.74 +0.010
2018
  • Build Trade Policy & Market Access 33
  • Build Force Generation & Mobilisation 33
  • Build Strategic Strike & Missile Defence 33
  • Build Space Operations 33
  • Build Resource Infrastructure 33
Trade bloc rupture18.73 −0.017
2019
  • Build Trade Policy & Market Access 33
  • Build Force Generation & Mobilisation 33
  • Build Strategic Strike & Missile Defence 33
  • Build Space Operations 33
  • Build Resource Infrastructure 33
18.70 −0.022
2020
  • Build Trade Policy & Market Access 29
  • Build Force Generation & Mobilisation 29
  • Build Strategic Strike & Missile Defence 29
  • Build Space Operations 29
  • Build Resource Infrastructure 29
Severe pandemic18.41 −0.298
2021
  • Build Semiconductors & Advanced Computing 29
  • Build Energy Technologies 29
  • Build Transport Infrastructure 29
  • Build Health System Capability 29
  • Build Alliances & Security Cooperation 29
Hybrid coercionLegitimacy rupture18.32 −0.085
2022
  • Build Semiconductors & Advanced Computing 32
  • Build Energy Technologies 32
  • Build Transport Infrastructure 32
  • Build Health System Capability 32
  • Build Alliances & Security Cooperation 32
18.34 +0.013
2023
  • Build Semiconductors & Advanced Computing 32
  • Build Energy Technologies 32
  • Build Transport Infrastructure 32
  • Build Health System Capability 32
  • Build Alliances & Security Cooperation 32
18.35 +0.014
2024
  • Build Semiconductors & Advanced Computing 32
  • Build Energy Technologies 32
  • Build Transport Infrastructure 32
  • Build Health System Capability 32
  • Build Alliances & Security Cooperation 32
18.35 +0.005
2025
  • Build Semiconductors & Advanced Computing 32
  • Build Energy Technologies 32
  • Build Transport Infrastructure 32
  • Build Health System Capability 32
  • Build Alliances & Security Cooperation 32
18.36 +0.002
2026
  • Build Semiconductors & Advanced Computing 32
  • Build Energy Technologies 32
  • Build Transport Infrastructure 32
  • Build Health System Capability 32
  • Build Alliances & Security Cooperation 32
18.36 0.000

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 Technology1111111111111111111111111111111
Strategic Infrastructure1111111111111111111111111111111
National Security1111111111111111111111111111111
Human Capital1111111111111111111111111111111
Information & Influence1111111111111111111111111111111
Governance & Integrity1111111111111111111111111111111
Financial Strength1111111111111111111111111111111
Production & Innovation1111111111111111111111111111111
Trade & Investment1111111111111111111111111111111

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−0.415−31.60.00
No shocks+0.942+64.30.00
Replay of the recorded actions (must change nothing)0.0000.00.00
Without the 1st largest decision0.000−0.00.00
Without the 2nd largest decision0.000−0.00.00
Without the 3rd largest decision0.000−0.00.00
Without the 4th largest decision0.000−0.00.00
Without the 5th largest decision0.0000.00.00
Without the 1st largest shock+0.285+19.70.00
Without the 2nd largest shock+0.217+14.30.00
Without the 3rd largest shock+0.174+12.00.00

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
Internal Security & OrderGovernance & Integrity16.4619.70+3.24+10.650.00−0.55−0.07
Health System CapabilityHuman Capital17.4520.00+2.55+7.080.00−0.93−0.10
Resource InfrastructureStrategic Infrastructure17.7619.98+2.22+3.190.00−0.79−0.12
Transport InfrastructureStrategic Infrastructure18.1320.00+1.87+3.300.00−0.99−0.19
Energy TechnologiesCritical Technology19.5420.00+0.46+4.790.00−0.76−0.12
Force Generation & MobilisationNational Security19.9219.95+0.03+1.120.00−0.59−0.15
Semiconductors & Advanced ComputingCritical Technology20.0020.000.00+1.320.00−0.78−0.07
Alliances & Security CooperationInformation & Influence20.0020.000.00+2.440.00−0.96−0.08
Strategic Strike & Missile DefenceNational Security20.0019.97−0.03+1.150.00−0.58−0.09
Space OperationsNational Security20.0019.95−0.05+1.140.00−0.52−0.16
Trade Policy & Market AccessTrade & Investment20.0019.92−0.08+4.470.00−1.35−0.15
Land PowerNational Security20.0019.70−0.30+4.920.00−0.46−0.03
Joint Command, Projection & SustainmentNational Security20.0019.67−0.33+4.780.00−0.53−0.07
Air PowerNational Security20.0019.64−0.36+4.920.00−0.46−0.11
Intelligence & AssessmentNational Security20.0019.63−0.37+5.910.00−0.50−0.04
Cyber & Electromagnetic OperationsNational Security20.0019.63−0.37+3.020.00−0.54−0.05
Financial Stability & Crisis ManagementFinancial Strength20.0019.55−0.45+3.640.00−1.43−0.16
Advanced Materials & ManufacturingCritical Technology20.0019.54−0.46+2.940.00−0.72−0.06
Early Childhood DevelopmentHuman Capital17.1516.68−0.470.000.00−0.55+0.09
Nuclear DeterrenceNational Security20.0019.49−0.510.000.00−0.52+0.01
Research Talent & Knowledge CreationHuman Capital20.0019.44−0.56+1.760.00−0.49−0.12
Lifelong Learning & ReskillingHuman Capital17.5016.89−0.610.000.00−0.55−0.07
Connectivity, Cyber & Trust TechnologiesCritical Technology20.0019.37−0.63+2.230.00−0.65−0.05
Technical & Vocational SkillsHuman Capital15.9715.34−0.630.000.00−0.56−0.06
Advanced EducationHuman Capital19.5718.93−0.640.000.00−0.53−0.11
Digital & AI CompetenceHuman Capital20.0019.35−0.650.000.00−0.52−0.12
Regulatory Governance & Strategic ControlsGovernance & Integrity18.2417.57−0.670.000.00−0.66−0.01
Transparency, Oversight & AccountabilityGovernance & Integrity19.0518.37−0.680.000.00−0.63−0.05
Political Institutions & Civic ParticipationGovernance & Integrity17.7417.03−0.710.000.00−0.65−0.06
Justice System & Fundamental RightsGovernance & Integrity16.5615.85−0.710.000.00−0.67−0.04
Maritime PowerNational Security20.0019.29−0.710.000.00−0.66−0.05
Sensing, Timing & NavigationCritical Technology20.0019.27−0.730.000.00−0.68−0.05
Population HealthHuman Capital15.4814.75−0.730.000.00−0.79+0.06
Space TechnologiesCritical Technology20.0019.26−0.740.000.00−0.68−0.06
Public Integrity & Anti-CorruptionGovernance & Integrity17.7216.98−0.740.000.00−0.61−0.12
Artificial IntelligenceCritical Technology20.0019.24−0.760.000.00−0.68−0.08
Quantum TechnologiesCritical Technology20.0019.24−0.760.000.00−0.68−0.08
Robotics & Autonomous SystemsCritical Technology20.0019.18−0.820.000.00−0.68−0.14
Communications & Digital InfrastructureStrategic Infrastructure20.0019.12−0.880.000.00−0.78−0.10
Space, Aerospace & Defence InfrastructureStrategic Infrastructure20.0019.12−0.880.000.00−0.72−0.16
Foundational EducationHuman Capital15.6214.74−0.880.000.00−0.78−0.10
Agriculture & Food InfrastructureStrategic Infrastructure19.6718.78−0.890.000.00−0.72−0.16
Diaspora & Global CommunitiesInformation & Influence16.9115.98−0.930.000.00−0.93−0.01
Advanced ManufacturingStrategic Infrastructure19.6718.73−0.940.000.00−0.72−0.22
Culture, Language & Education DiplomacyInformation & Influence20.0019.02−0.980.000.00−0.89−0.09
National Resilience & Crisis ManagementGovernance & Integrity17.7616.77−0.990.000.00−0.94−0.05
Biotechnology & Health TechnologiesCritical Technology20.0018.97−1.030.000.00−1.08+0.05
Water, Sanitation & Waste InfrastructureStrategic Infrastructure17.3116.25−1.060.000.00−0.93−0.13
Diplomatic Statecraft & Global NetworksInformation & Influence20.0018.91−1.090.000.00−1.00−0.08
Energy InfrastructureStrategic Infrastructure17.0415.91−1.130.000.00−1.07−0.06
Development Cooperation & Global AssistanceInformation & Influence20.0018.87−1.130.000.00−0.89−0.22
Sovereign Capital & External Financial PowerFinancial Strength20.0018.83−1.170.000.00−1.11−0.06
Digital & Services TradeTrade & Investment20.0018.83−1.17+2.370.00−1.24−0.11
Financial InfrastructureStrategic Infrastructure20.0018.78−1.220.000.00−0.89−0.33
Government Effectiveness & Public AdministrationGovernance & Integrity18.1016.87−1.230.000.00−1.16−0.08
Innovation & CommercialisationProduction & Innovation20.0018.77−1.230.000.00−1.11−0.12
Technology Adoption & DiffusionProduction & Innovation20.0018.73−1.270.000.00−1.11−0.16
Structural Transformation & ComplexityProduction & Innovation19.6318.33−1.300.000.00−1.11−0.19
Social InfrastructureStrategic Infrastructure17.5916.24−1.350.000.00−1.11−0.24
Business Dynamism & EntrepreneurshipProduction & Innovation20.0018.65−1.350.000.00−1.11−0.24
Information Environment & Strategic CommunicationInformation & Influence20.0018.59−1.410.000.00−1.35−0.06
Fiscal Capacity & Public FinanceFinancial Strength19.4918.01−1.48+1.480.00−2.03−0.33
Financial Regulation & IntegrityFinancial Strength19.1117.56−1.550.000.00−1.51−0.05
Industrial & Sectoral BaseProduction & Innovation18.9317.35−1.580.000.00−1.43−0.15
Economic Leverage & DependenceTrade & Investment20.0018.40−1.600.000.00−1.54−0.07
Global Value Chain PositionTrade & Investment20.0018.37−1.630.000.00−1.46−0.17
Economic Output & ProductivityProduction & Innovation19.2117.55−1.660.000.00−1.49−0.17
Financial System Depth & AccessFinancial Strength20.0018.27−1.730.000.00−1.67−0.05
Export Capability & SophisticationTrade & Investment18.0716.33−1.740.000.00−1.50−0.24
Monetary & Currency CapabilityFinancial Strength20.0018.24−1.760.000.00−1.66−0.09
Investment Attraction & ProjectionTrade & Investment20.0018.13−1.870.000.00−1.81−0.06
Labour & EmploymentProduction & Innovation18.8716.87−2.000.000.00−1.80−0.20
Trade Facilitation & LogisticsTrade & Investment18.6816.59−2.090.000.00−2.04−0.06

Seed 20 of experiment cycle-002.e4-usa. The simulation can be reproduced exactly from the experiment's configuration, its versions and this seed.