Median simulation · cycle-003.e4-ind

Simulation 23

India, scripted, 30 years from 1996, seed 23: median simulation of the experiment's 30. Capability index 8.92 at the 1996 position, 7.33 in 2026; 138 actions over 30 rounds and 11 shocks.

Model 0.2.0 · graph 0.2.0 · parameters 0.1.1 · seed 23

The experiment · The other representative simulations: 29 (a poor simulation (10th percentile)), 9 (a good simulation (90th percentile))

Outcome

From the 1996 position to 2026.

Capability index
7.33 (−1.59)
From 8.92
Rank by index
75
From 59
Domains at Tier 1
0
From 0
Events
11 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 Financial System Depth & Access 5
  • Build Communications & Digital Infrastructure 5
  • Build Digital & Services Trade 5
  • Build Trade Policy & Market Access 5
  • Build Business Dynamism & Entrepreneurship 5
8.93 +0.010
1998
  • Build Financial System Depth & Access 5
  • Build Communications & Digital Infrastructure 5
  • Build Digital & Services Trade 5
  • Build Trade Policy & Market Access 5
  • Build Business Dynamism & Entrepreneurship 5
  • Build Nuclear Deterrence 13
  • Build Strategic Strike & Missile Defence 13
  • Build Force Generation & Mobilisation 13
  • Build Air Power 13
  • Build Maritime Power 13
Trade bloc rupture8.91 −0.019
1999
  • Build Financial System Depth & Access 5
  • Build Communications & Digital Infrastructure 5
  • Build Digital & Services Trade 5
  • Build Trade Policy & Market Access 5
  • Build Business Dynamism & Entrepreneurship 5
  • Build Nuclear Deterrence 10
Regional war spillover8.61 −0.301
2000
  • Build Financial System Depth & Access 5
  • Build Communications & Digital Infrastructure 5
  • Build Digital & Services Trade 5
  • Build Trade Policy & Market Access 5
  • Build Business Dynamism & Entrepreneurship 5
  • Build Nuclear Deterrence 12
8.59 −0.020
2001
  • Build Financial System Depth & Access 5
  • Build Communications & Digital Infrastructure 5
  • Build Digital & Services Trade 5
  • Build Trade Policy & Market Access 5
  • Build Business Dynamism & Entrepreneurship 5
  • Build Nuclear Deterrence 11
  • Build Strategic Strike & Missile Defence 11
  • Build Force Generation & Mobilisation 11
  • Build Air Power 9
Core disaster8.27 −0.323
2002
  • Build Financial System Depth & Access 5
  • Build Communications & Digital Infrastructure 5
  • Build Digital & Services Trade 5
  • Build Trade Policy & Market Access 5
  • Build Business Dynamism & Entrepreneurship 5
  • Build Nuclear Deterrence 13
  • Build Strategic Strike & Missile Defence 13
  • Build Force Generation & Mobilisation 10
8.28 +0.015
2003
  • Build Financial System Depth & Access 5
  • Build Communications & Digital Infrastructure 5
  • Build Digital & Services Trade 5
  • Build Trade Policy & Market Access 5
  • Build Business Dynamism & Entrepreneurship 5
  • Build Nuclear Deterrence 12
  • Build Strategic Strike & Missile Defence 12
  • Build Force Generation & Mobilisation 12
8.29 +0.013
2004
  • Build Financial System Depth & Access 5
  • Build Communications & Digital Infrastructure 5
  • Build Digital & Services Trade 5
  • Build Trade Policy & Market Access 5
  • Build Business Dynamism & Entrepreneurship 5
  • Build Nuclear Deterrence 12
  • Build Strategic Strike & Missile Defence 12
  • Build Force Generation & Mobilisation 12
Core disaster8.09 −0.206
2005
  • Build Nuclear Deterrence 12
  • Build Strategic Strike & Missile Defence 12
  • Build Force Generation & Mobilisation 12
  • Build Air Power 12
  • Build Maritime Power 8
8.10 +0.012
2006
  • Build Nuclear Deterrence 12
  • Build Strategic Strike & Missile Defence 12
  • Build Force Generation & Mobilisation 12
  • Build Air Power 12
  • Build Maritime Power 9
8.10 +0.003
2007
  • Build Nuclear Deterrence 12
  • Build Strategic Strike & Missile Defence 12
  • Build Force Generation & Mobilisation 12
  • Build Air Power 12
  • Build Maritime Power 8
8.11 +0.007
2008
  • Build Nuclear Deterrence 12
  • Build Strategic Strike & Missile Defence 12
  • Build Force Generation & Mobilisation 12
  • Build Air Power 12
  • Build Maritime Power 6
Global funding seizureBreadbasket failure7.85 −0.262
2009
  • Build Transport Infrastructure 12
  • Build Energy Infrastructure 12
  • Build Resource Infrastructure 12
  • Build Agriculture & Food Infrastructure 11
7.86 +0.005
2010
  • Build Transport Infrastructure 11
  • Build Energy Infrastructure 11
  • Build Resource Infrastructure 11
  • Build Agriculture & Food Infrastructure 11
7.86 +0.008
2011
  • Build Transport Infrastructure 11
  • Build Energy Infrastructure 11
  • Build Resource Infrastructure 11
  • Build Agriculture & Food Infrastructure 10
7.87 +0.011
2012
  • Build Transport Infrastructure 11
  • Build Energy Infrastructure 11
  • Build Resource Infrastructure 11
  • Build Agriculture & Food Infrastructure 9
7.89 +0.015
2013
  • Build Foundational Education 11
  • Build Early Childhood Development 11
  • Build Health System Capability 11
  • Build Population Health 8
Global funding seizure7.78 −0.105
2014
  • Build Foundational Education 11
  • Build Early Childhood Development 11
  • Build Health System Capability 11
  • Build Population Health 3
7.80 +0.017
2015
  • Build Communications & Digital Infrastructure 11
  • Build Digital & AI Competence 11
  • Build Advanced Manufacturing 11
  • Build Energy Technologies 4
7.82 +0.018
2016
  • Build Communications & Digital Infrastructure 11
  • Build Digital & AI Competence 11
  • Build Advanced Manufacturing 11
  • Build Energy Technologies 3
Global funding seizurePublic service leap7.72 −0.101
2017
  • Build Communications & Digital Infrastructure 11
  • Build Digital & AI Competence 11
  • Build Advanced Manufacturing 11
  • Build Energy Technologies 8
7.83 +0.113
2018
  • Build Communications & Digital Infrastructure 11
  • Build Digital & AI Competence 11
  • Build Advanced Manufacturing 11
  • Build Energy Technologies 5
7.95 +0.114
2019
  • Build Communications & Digital Infrastructure 11
  • Build Digital & AI Competence 11
  • Build Advanced Manufacturing 2
7.97 +0.026
2020
  • Build Communications & Digital Infrastructure 10
  • Build Digital & AI Competence 10
  • Build Advanced Manufacturing 2
Severe pandemic7.55 −0.422
2021
  • Build Communications & Digital Infrastructure 10
  • Build Digital & AI Competence 10
  • Build Advanced Manufacturing 2
7.57 +0.017
2022
  • Build Communications & Digital Infrastructure 10
  • Build Digital & AI Competence 10
  • Build Advanced Manufacturing 2
Breadbasket failureTrade bloc rupture7.37 −0.194
2023No actions7.35 −0.023
2024No actions7.32 −0.030
2025
  • Build Semiconductors & Advanced Computing 8
  • Build Space Technologies 8
  • Build Advanced Materials & Manufacturing 4
7.32 0.000
2026
  • Build Semiconductors & Advanced Computing 9
  • Build Space Technologies 9
  • Build Advanced Materials & Manufacturing 2
7.33 +0.004

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 Technology7777777777777777777777777788877
Strategic Infrastructure6666677777777777777776655555555
National Security4444444444444443333333334444444
Human Capital9999101010101010101010101010101010101010877555444
Information & Influence7777777777778888888888888899999
Governance & Integrity14141414141515151515161616161616161616161616151516161616161616
Financial Strength16161616171717171817171719191919192020202121202022222222222222
Production & Innovation13131313131313131313131314141414141414141414141415151515151515
Trade & Investment10101010101110101010101010101010101010101111111112111212121212

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−0.732−58.60.00
No shocks+2.754+193.1+1.00
Replay of the recorded actions (must change nothing)0.0000.00.00
Without the 1st largest decision−0.002−0.10.00
Without the 2nd largest decision0.000+0.00.00
Without the 3rd largest decision+0.002+0.10.00
Without the 4th largest decision0.000+0.00.00
Without the 5th largest decision−0.001−0.10.00
Without the 1st largest shock+0.479+33.70.00
Without the 2nd largest shock+0.395+28.40.00
Without the 3rd largest shock+0.275+19.80.00

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
Digital & AI CompetenceHuman Capital10.2916.72+6.43+7.090.00−0.99+0.33
Communications & Digital InfrastructureStrategic Infrastructure10.3714.36+3.99+5.59−0.01−1.48−0.11
Nuclear DeterrenceNational Security4.876.63+1.76+2.510.00−0.82+0.07
Strategic Strike & Missile DefenceNational Security9.8711.45+1.58+3.47−0.01−1.69−0.19
Air PowerNational Security10.1910.88+0.69+2.29−0.01−1.38−0.22
Force Generation & MobilisationNational Security12.4612.78+0.32+2.72−0.01−1.32−1.07
Energy TechnologiesCritical Technology4.784.92+0.14+1.15−0.01−0.93−0.08
Resource InfrastructureStrategic Infrastructure7.737.82+0.09+2.060.00−1.64−0.34
Maritime PowerNational Security9.189.15−0.03+1.70−0.01−1.64−0.08
Energy InfrastructureStrategic Infrastructure6.996.91−0.08+2.190.00−2.16−0.12
Early Childhood DevelopmentHuman Capital8.768.68−0.08+1.540.00−1.41−0.20
Advanced ManufacturingStrategic Infrastructure10.5610.43−0.13+1.990.00−1.85−0.26
Foundational EducationHuman Capital8.468.20−0.26+1.550.00−1.49−0.32
Semiconductors & Advanced ComputingCritical Technology4.744.41−0.33+0.370.00−0.66−0.03
Connectivity, Cyber & Trust TechnologiesCritical Technology6.275.81−0.460.00−0.01−0.51+0.05
Business Dynamism & EntrepreneurshipProduction & Innovation8.618.10−0.51+2.290.00−2.58−0.21
Digital & Services TradeTrade & Investment11.4410.91−0.53+2.35−0.01−3.36+0.49
Robotics & Autonomous SystemsCritical Technology5.084.41−0.670.000.00−0.59−0.08
Quantum TechnologiesCritical Technology5.244.43−0.810.000.00−0.60−0.20
Agriculture & Food InfrastructureStrategic Infrastructure10.039.21−0.82+1.650.00−2.17−0.30
Advanced Materials & ManufacturingCritical Technology6.505.67−0.83+0.20−0.01−0.98−0.05
Transport InfrastructureStrategic Infrastructure9.028.18−0.84+2.040.00−2.43−0.44
Space TechnologiesCritical Technology8.777.81−0.96+0.33−0.01−1.14−0.14
Regulatory Governance & Strategic ControlsGovernance & Integrity8.347.36−0.980.000.00−0.95−0.03
Public Integrity & Anti-CorruptionGovernance & Integrity8.407.40−1.000.000.00−0.83−0.17
Transparency, Oversight & AccountabilityGovernance & Integrity9.288.25−1.030.000.00−0.96−0.07
Artificial IntelligenceCritical Technology7.986.90−1.080.00−0.01−1.03−0.04
Sensing, Timing & NavigationCritical Technology7.216.11−1.100.00−0.01−0.91−0.17
Technical & Vocational SkillsHuman Capital7.866.76−1.100.000.00−1.01−0.10
Population HealthHuman Capital7.786.68−1.10+0.690.00−1.51−0.27
Lifelong Learning & ReskillingHuman Capital7.836.71−1.120.000.00−1.01−0.11
Justice System & Fundamental RightsGovernance & Integrity10.209.01−1.190.000.00−1.08−0.11
Trade Policy & Market AccessTrade & Investment9.348.15−1.19+2.59−0.01−3.53−0.24
Cyber & Electromagnetic OperationsNational Security8.727.51−1.210.00−0.01−1.24+0.04
Space OperationsNational Security6.975.72−1.250.00−0.01−1.01−0.24
Advanced EducationHuman Capital10.108.64−1.460.000.00−1.32−0.14
Political Institutions & Civic ParticipationGovernance & Integrity10.579.10−1.470.000.00−1.40−0.07
Intelligence & AssessmentNational Security9.638.15−1.480.00−0.01−1.35−0.12
Land PowerNational Security12.0010.51−1.490.00−0.01−1.44−0.04
Internal Security & OrderGovernance & Integrity8.897.40−1.490.000.00−1.36−0.12
Health System CapabilityHuman Capital9.117.61−1.50+1.100.00−2.16−0.43
Research Talent & Knowledge CreationHuman Capital10.078.44−1.630.000.00−1.31−0.32
Development Cooperation & Global AssistanceInformation & Influence7.615.90−1.710.000.00−1.35−0.36
Joint Command, Projection & SustainmentNational Security8.716.88−1.830.00−0.01−1.52−0.31
Diaspora & Global CommunitiesInformation & Influence9.988.10−1.880.00−0.01−1.84−0.03
Alliances & Security CooperationInformation & Influence9.757.83−1.920.00−0.01−1.80−0.12
Financial System Depth & AccessFinancial Strength9.457.52−1.93+2.130.00−3.97−0.08
Culture, Language & Education DiplomacyInformation & Influence10.498.39−2.100.00−0.01−1.91−0.18
Technology Adoption & DiffusionProduction & Innovation8.646.52−2.120.000.00−2.33+0.22
Biotechnology & Health TechnologiesCritical Technology9.457.30−2.150.00−0.01−2.00−0.15
Space, Aerospace & Defence InfrastructureStrategic Infrastructure9.867.70−2.160.000.00−1.71−0.45
Sovereign Capital & External Financial PowerFinancial Strength7.645.41−2.230.000.00−2.02−0.20
Information Environment & Strategic CommunicationInformation & Influence8.976.74−2.230.000.00−2.15−0.07
National Resilience & Crisis ManagementGovernance & Integrity9.226.77−2.450.000.00−1.93−0.52
Water, Sanitation & Waste InfrastructureStrategic Infrastructure8.265.71−2.550.000.00−2.17−0.39
Diplomatic Statecraft & Global NetworksInformation & Influence9.937.38−2.550.000.00−2.39−0.15
Innovation & CommercialisationProduction & Innovation8.966.38−2.580.000.00−2.39−0.19
Financial InfrastructureStrategic Infrastructure11.288.60−2.680.000.00−1.92−0.76
Government Effectiveness & Public AdministrationGovernance & Integrity10.377.67−2.700.000.00−2.42−0.28
Social InfrastructureStrategic Infrastructure8.896.01−2.880.000.00−2.25−0.63
Labour & EmploymentProduction & Innovation7.234.26−2.970.000.00−2.66−0.31
Structural Transformation & ComplexityProduction & Innovation9.576.56−3.010.000.00−2.50−0.50
Export Capability & SophisticationTrade & Investment7.784.68−3.100.000.00−2.58−0.52
Economic Output & ProductivityProduction & Innovation8.605.45−3.150.000.00−2.77−0.37
Investment Attraction & ProjectionTrade & Investment8.024.78−3.240.000.00−3.06−0.18
Economic Leverage & DependenceTrade & Investment8.535.17−3.360.000.00−3.12−0.24
Industrial & Sectoral BaseProduction & Innovation9.946.55−3.390.000.00−3.390.00
Financial Stability & Crisis ManagementFinancial Strength10.276.84−3.430.000.00−3.35−0.09
Financial Regulation & IntegrityFinancial Strength10.236.78−3.450.000.00−3.32−0.12
Global Value Chain PositionTrade & Investment9.485.92−3.560.000.00−3.16−0.40
Monetary & Currency CapabilityFinancial Strength10.356.13−4.220.000.00−3.79−0.43
Trade Facilitation & LogisticsTrade & Investment8.524.28−4.240.000.00−4.09−0.14
Fiscal Capacity & Public FinanceFinancial Strength9.234.41−4.820.000.00−4.21−0.60

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