Median simulation · cycle-003.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 0.2.0 · graph 0.2.0 · parameters 0.1.1 · 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 54
  • Build Research Talent & Knowledge Creation 54
  • Build Connectivity, Cyber & Trust Technologies 54
  • Build Trade Policy & Market Access 54
  • Build Digital & Services Trade 54
19.15 +0.003
1998
  • Build Fiscal Capacity & Public Finance 54
  • Build Research Talent & Knowledge Creation 54
  • Build Connectivity, Cyber & Trust Technologies 54
  • Build Trade Policy & Market Access 54
  • Build Digital & Services Trade 54
19.15 +0.005
1999
  • Build Fiscal Capacity & Public Finance 54
  • Build Research Talent & Knowledge Creation 54
  • Build Connectivity, Cyber & Trust Technologies 54
  • Build Trade Policy & Market Access 54
  • Build Digital & Services Trade 54
19.16 +0.002
2000
  • Build Fiscal Capacity & Public Finance 54
  • Build Research Talent & Knowledge Creation 54
  • Build Connectivity, Cyber & Trust Technologies 54
  • Build Trade Policy & Market Access 54
  • Build Digital & Services Trade 54
Global funding seizure19.09 −0.069
2001
  • Build Intelligence & Assessment 109
  • Build Joint Command, Projection & Sustainment 109
  • Build Land Power 109
  • Build Air Power 109
  • Build Internal Security & Order 109
Regional war spillover19.05 −0.042
2002
  • Build Intelligence & Assessment 108
  • Build Joint Command, Projection & Sustainment 108
  • Build Land Power 108
  • Build Air Power 108
  • Build Internal Security & Order 108
19.06 +0.017
2003
  • Build Intelligence & Assessment 108
  • Build Joint Command, Projection & Sustainment 108
  • Build Land Power 108
  • Build Air Power 108
  • Build Internal Security & Order 108
19.08 +0.019
2004
  • Build Intelligence & Assessment 108
  • Build Joint Command, Projection & Sustainment 108
  • Build Land Power 108
  • Build Air Power 108
  • Build Internal Security & Order 108
19.08 −0.002
2005
  • Build Intelligence & Assessment 108
  • Build Joint Command, Projection & Sustainment 108
  • Build Land Power 108
  • Build Air Power 108
  • Build Internal Security & Order 108
Core disaster18.92 −0.159
2006
  • Build Intelligence & Assessment 108
  • Build Joint Command, Projection & Sustainment 108
  • Build Land Power 108
  • Build Air Power 108
  • Build Internal Security & Order 108
18.91 −0.004
2007
  • Build Intelligence & Assessment 107
  • Build Joint Command, Projection & Sustainment 107
  • Build Land Power 107
  • Build Air Power 107
  • Build Internal Security & Order 107
18.91 −0.006
2008
  • Build Intelligence & Assessment 107
  • Build Joint Command, Projection & Sustainment 107
  • Build Land Power 107
  • Build Air Power 107
  • Build Internal Security & Order 107
Global funding seizure18.70 −0.208
2009
  • Build Financial Stability & Crisis Management 53
  • Build Health System Capability 53
  • Build Energy Technologies 53
  • Build Advanced Materials & Manufacturing 53
  • Build Cyber & Electromagnetic Operations 53
18.71 +0.004
2010
  • Build Financial Stability & Crisis Management 52
  • Build Health System Capability 52
  • Build Energy Technologies 52
  • Build Advanced Materials & Manufacturing 52
  • Build Cyber & Electromagnetic Operations 52
18.72 +0.011
2011
  • Build Financial Stability & Crisis Management 52
  • Build Health System Capability 52
  • Build Energy Technologies 52
  • Build Advanced Materials & Manufacturing 52
  • Build Cyber & Electromagnetic Operations 52
18.73 +0.016
2012
  • Build Financial Stability & Crisis Management 52
  • Build Health System Capability 52
  • Build Energy Technologies 52
  • Build Advanced Materials & Manufacturing 52
  • Build Cyber & Electromagnetic Operations 52
18.74 +0.007
2013
  • Build Financial Stability & Crisis Management 52
  • Build Health System Capability 52
  • Build Energy Technologies 52
  • Build Advanced Materials & Manufacturing 52
  • Build Cyber & Electromagnetic Operations 52
18.74 −0.002
2014
  • Build Financial Stability & Crisis Management 52
  • Build Health System Capability 52
  • Build Energy Technologies 52
  • Build Advanced Materials & Manufacturing 52
  • Build Cyber & Electromagnetic Operations 52
18.74 −0.002
2015
  • Build Financial Stability & Crisis Management 52
  • Build Health System Capability 52
  • Build Energy Technologies 52
  • Build Advanced Materials & Manufacturing 52
  • Build Cyber & Electromagnetic Operations 52
18.73 −0.001
2016
  • Build Financial Stability & Crisis Management 52
  • Build Health System Capability 52
  • Build Energy Technologies 52
  • Build Advanced Materials & Manufacturing 52
  • Build Cyber & Electromagnetic Operations 52
18.73 0.000
2017
  • Build Trade Policy & Market Access 52
  • Build Force Generation & Mobilisation 52
  • Build Strategic Strike & Missile Defence 52
  • Build Space Operations 52
  • Build Resource Infrastructure 52
18.75 +0.012
2018
  • Build Trade Policy & Market Access 52
  • Build Force Generation & Mobilisation 52
  • Build Strategic Strike & Missile Defence 52
  • Build Space Operations 52
  • Build Resource Infrastructure 52
Trade bloc rupture18.73 −0.015
2019
  • Build Trade Policy & Market Access 52
  • Build Force Generation & Mobilisation 52
  • Build Strategic Strike & Missile Defence 52
  • Build Space Operations 52
  • Build Resource Infrastructure 52
18.71 −0.021
2020
  • Build Trade Policy & Market Access 46
  • Build Force Generation & Mobilisation 46
  • Build Strategic Strike & Missile Defence 46
  • Build Space Operations 46
  • Build Resource Infrastructure 46
Severe pandemic18.42 −0.295
2021
  • Build Semiconductors & Advanced Computing 46
  • Build Energy Technologies 46
  • Build Transport Infrastructure 46
  • Build Health System Capability 46
  • Build Alliances & Security Cooperation 46
Hybrid coercionLegitimacy rupture18.33 −0.086
2022
  • Build Semiconductors & Advanced Computing 51
  • Build Energy Technologies 51
  • Build Transport Infrastructure 51
  • Build Health System Capability 51
  • Build Alliances & Security Cooperation 51
18.34 +0.013
2023
  • Build Semiconductors & Advanced Computing 51
  • Build Energy Technologies 51
  • Build Transport Infrastructure 51
  • Build Health System Capability 51
  • Build Alliances & Security Cooperation 51
18.36 +0.014
2024
  • Build Semiconductors & Advanced Computing 51
  • Build Energy Technologies 51
  • Build Transport Infrastructure 51
  • Build Health System Capability 51
  • Build Alliances & Security Cooperation 51
18.36 +0.006
2025
  • Build Semiconductors & Advanced Computing 51
  • Build Energy Technologies 51
  • Build Transport Infrastructure 51
  • Build Health System Capability 51
  • Build Alliances & Security Cooperation 51
18.36 −0.002
2026
  • Build Semiconductors & Advanced Computing 51
  • Build Energy Technologies 51
  • Build Transport Infrastructure 51
  • Build Health System Capability 51
  • Build Alliances & Security Cooperation 51
18.36 −0.002

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−0.417−31.80.00
No shocks+0.941+64.20.00
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+0.284+19.60.00
Without the 2nd largest shock+0.216+14.30.00
Without the 3rd largest shock+0.174+11.90.00

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+13.000.00−0.54−0.07
Health System CapabilityHuman Capital17.4520.00+2.55+8.270.00−0.93−0.10
Resource InfrastructureStrategic Infrastructure17.7619.98+2.22+3.930.00−0.79−0.12
Transport InfrastructureStrategic Infrastructure18.1320.00+1.87+4.070.00−0.99−0.19
Energy TechnologiesCritical Technology19.5420.00+0.46+5.400.00−0.75−0.12
Force Generation & MobilisationNational Security19.9219.95+0.03+1.260.00−0.59−0.14
Semiconductors & Advanced ComputingCritical Technology20.0020.000.00+1.530.00−0.78−0.07
Alliances & Security CooperationInformation & Influence20.0020.000.00+2.730.00−0.96−0.08
Strategic Strike & Missile DefenceNational Security20.0019.97−0.03+1.290.00−0.58−0.09
Space OperationsNational Security20.0019.95−0.05+1.280.00−0.51−0.16
Trade Policy & Market AccessTrade & Investment20.0019.92−0.08+4.910.00−1.34−0.15
Land PowerNational Security20.0019.70−0.30+5.450.00−0.45−0.03
Joint Command, Projection & SustainmentNational Security20.0019.69−0.31+5.300.00−0.52−0.06
Intelligence & AssessmentNational Security20.0019.64−0.36+6.550.00−0.49−0.04
Air PowerNational Security20.0019.64−0.36+5.450.00−0.45−0.11
Cyber & Electromagnetic OperationsNational Security20.0019.63−0.37+3.400.00−0.54−0.05
Advanced Materials & ManufacturingCritical Technology20.0019.55−0.45+3.290.00−0.71−0.05
Financial Stability & Crisis ManagementFinancial Strength20.0019.55−0.45+4.110.00−1.42−0.16
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+1.920.00−0.49−0.12
Lifelong Learning & ReskillingHuman Capital17.5016.89−0.610.000.00−0.55−0.07
Connectivity, Cyber & Trust TechnologiesCritical Technology20.0019.38−0.62+2.470.00−0.65−0.05
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 Technology20.0019.25−0.750.000.00−0.68−0.07
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 & Influence20.0018.86−1.140.000.00−0.89−0.22
Digital & Services TradeTrade & Investment20.0018.84−1.16+2.580.00−1.24−0.11
Sovereign Capital & External Financial PowerFinancial Strength20.0018.83−1.170.000.00−1.11−0.06
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 & Innovation19.6318.32−1.310.000.00−1.11−0.19
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 Strength19.4918.02−1.47+1.640.00−2.02−0.33
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 & Investment20.0018.40−1.600.000.00−1.54−0.06
Global Value Chain PositionTrade & Investment20.0018.38−1.620.000.00−1.46−0.17
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 & Investment18.0716.33−1.740.000.00−1.50−0.23
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 & Investment18.6816.64−2.040.000.00−2.040.00

Seed 20 of experiment cycle-003.e4-usa. The simulation can be reproduced exactly from the experiment's configuration, its versions and this seed.