Simulation 12
Nigeria, scripted, 30 years from 1996, seed 12: a poor simulation (10th percentile) of the experiment's 30. Capability index 7.51 at the 1996 position, 7.54 in 2026; 165 actions over 30 rounds and 4 shocks.
Model 0.1.0 · graph 0.2.0 · parameters 0.1.0 · seed 12
The experiment · The other representative simulations: 17 (median simulation), 7 (a good simulation (90th percentile))
Outcome
From the 1996 position to 2026.
- Capability index
- 7.54 (+0.02)
- From 7.51
- Rank by index
- 73
- From 73
- Domains at Tier 1
- 0
- From 0
- Events
- 4 shocks
- 2 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.
| Round | Decision | Events | Index |
|---|---|---|---|
| 1997 |
| 7.52 +0.008 | |
| 1998 |
| 7.54 +0.016 | |
| 1999 |
| 7.56 +0.024 | |
| 2000 |
| 7.60 +0.036 | |
| 2001 |
| 7.64 +0.046 | |
| 2002 |
| 7.69 +0.047 | |
| 2003 |
| 7.74 +0.050 | |
| 2004 |
| 7.78 +0.044 | |
| 2005 |
| Debt service reset | 7.84 +0.060 |
| 2006 |
| 7.91 +0.061 | |
| 2007 |
| 7.98 +0.071 | |
| 2008 |
| Breadbasket failure | 7.65 −0.325 |
| 2009 |
| Regional war spillover | 7.52 −0.133 |
| 2010 |
| 7.54 +0.027 | |
| 2011 |
| 7.58 +0.033 | |
| 2012 |
| 7.61 +0.034 | |
| 2013 |
| 7.65 +0.036 | |
| 2014 |
| Outbreak defence succeeds | 7.86 +0.212 |
| 2015 |
| Global funding seizure | 7.67 −0.193 |
| 2016 |
| 7.70 +0.032 | |
| 2017 |
| 7.73 +0.026 | |
| 2018 |
| 7.75 +0.025 | |
| 2019 |
| 7.78 +0.025 | |
| 2020 |
| Severe pandemic | 7.39 −0.386 |
| 2021 |
| 7.41 +0.020 | |
| 2022 |
| 7.43 +0.016 | |
| 2023 |
| 7.45 +0.018 | |
| 2024 |
| 7.47 +0.023 | |
| 2025 |
| 7.50 +0.029 | |
| 2026 |
| 7.54 +0.038 |
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.
| Domain | 1996 | 2001 | 2006 | 2011 | 2016 | 2021 | 2026 | ||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Critical Technology | 10 | 10 | 10 | 10 | 10 | 10 | 10 | 10 | 10 | 10 | 10 | 10 | 10 | 10 | 10 | 10 | 10 | 10 | 10 | 10 | 10 | 10 | 10 | 10 | 10 | 10 | 10 | 10 | 10 | 10 | 10 |
| Strategic Infrastructure | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 |
| National Security | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 6 |
| Human Capital | 12 | 12 | 12 | 12 | 12 | 12 | 12 | 12 | 12 | 12 | 12 | 12 | 12 | 12 | 12 | 12 | 12 | 12 | 12 | 12 | 12 | 12 | 12 | 12 | 13 | 13 | 13 | 13 | 13 | 13 | 13 |
| Information & Influence | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 |
| Governance & Integrity | 16 | 16 | 16 | 16 | 16 | 14 | 14 | 14 | 14 | 13 | 13 | 13 | 14 | 14 | 13 | 13 | 13 | 13 | 13 | 13 | 13 | 12 | 12 | 12 | 12 | 10 | 10 | 9 | 9 | 9 | 9 |
| Financial Strength | 19 | 19 | 19 | 18 | 18 | 17 | 17 | 16 | 16 | 16 | 16 | 16 | 16 | 16 | 16 | 16 | 16 | 16 | 16 | 17 | 17 | 17 | 17 | 17 | 19 | 19 | 18 | 18 | 18 | 18 | 17 |
| Production & Innovation | 15 | 15 | 15 | 15 | 15 | 15 | 15 | 15 | 15 | 15 | 14 | 14 | 15 | 15 | 15 | 15 | 15 | 15 | 15 | 15 | 15 | 15 | 15 | 15 | 17 | 16 | 16 | 16 | 17 | 17 | 17 |
| Trade & Investment | 12 | 12 | 12 | 12 | 12 | 12 | 12 | 12 | 12 | 12 | 12 | 12 | 12 | 12 | 12 | 12 | 12 | 12 | 12 | 12 | 12 | 12 | 12 | 12 | 12 | 12 | 12 | 12 | 12 | 12 | 12 |
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.
| Probe | Index | Score sum | Tier 1 |
|---|---|---|---|
| Hold instead of the method | −1.253 | −90.4 | 0.00 |
| No shocks | +1.467 | +103.3 | 0.00 |
| Replay of the recorded actions (must change nothing) | 0.000 | 0.0 | 0.00 |
| Without the 1st largest decision | −0.002 | −0.1 | 0.00 |
| Without the 2nd largest decision | −0.001 | −0.1 | 0.00 |
| Without the 3rd largest decision | −0.008 | −0.5 | 0.00 |
| Without the 4th largest decision | +0.001 | +0.1 | 0.00 |
| Without the 5th largest decision | +0.001 | +0.1 | 0.00 |
| Without the 1st largest shock | +0.465 | +32.8 | 0.00 |
| Without the 2nd largest shock | +0.501 | +35.5 | 0.00 |
| Without the 3rd largest shock | +0.318 | +21.7 | 0.00 |
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 |
|---|---|---|---|---|---|---|---|---|
| Energy Infrastructure | Strategic Infrastructure | 6.19 | 11.37 | +5.18 | +6.10 | 0.00 | −0.91 | −0.01 |
| Internal Security & Order | Governance & Integrity | 7.86 | 12.96 | +5.10 | +5.65 | 0.00 | −0.50 | −0.06 |
| Communications & Digital Infrastructure | Strategic Infrastructure | 9.32 | 14.39 | +5.07 | +5.77 | 0.00 | −0.60 | −0.10 |
| Political Institutions & Civic Participation | Governance & Integrity | 5.09 | 9.72 | +4.63 | +5.00 | 0.00 | −0.42 | +0.05 |
| Resource Infrastructure | Strategic Infrastructure | 10.01 | 13.99 | +3.98 | +4.86 | 0.00 | −0.65 | −0.22 |
| Public Integrity & Anti-Corruption | Governance & Integrity | 7.40 | 11.21 | +3.81 | +4.01 | 0.00 | −0.30 | +0.09 |
| Agriculture & Food Infrastructure | Strategic Infrastructure | 9.26 | 12.27 | +3.01 | +4.09 | 0.00 | −0.93 | −0.15 |
| Foundational Education | Human Capital | 8.46 | 11.16 | +2.70 | +3.16 | 0.00 | −0.48 | +0.02 |
| Transport Infrastructure | Strategic Infrastructure | 8.23 | 10.83 | +2.60 | +3.21 | 0.00 | −0.80 | +0.19 |
| Fiscal Capacity & Public Finance | Financial Strength | 8.86 | 10.94 | +2.08 | +4.55 | 0.00 | −2.39 | −0.08 |
| Culture, Language & Education Diplomacy | Information & Influence | 9.26 | 11.29 | +2.03 | +2.72 | 0.00 | −0.79 | +0.10 |
| Government Effectiveness & Public Administration | Governance & Integrity | 9.40 | 11.38 | +1.98 | +2.00 | 0.00 | −0.66 | +0.64 |
| Force Generation & Mobilisation | National Security | 10.11 | 11.94 | +1.83 | +2.23 | 0.00 | −0.52 | +0.12 |
| Financial Regulation & Integrity | Financial Strength | 8.38 | 9.69 | +1.31 | +2.52 | 0.00 | −1.27 | +0.06 |
| Population Health | Human Capital | 7.08 | 8.00 | +0.92 | +2.04 | 0.00 | −1.03 | −0.09 |
| Diplomatic Statecraft & Global Networks | Information & Influence | 10.35 | 11.20 | +0.85 | +2.13 | 0.00 | −1.12 | −0.16 |
| Financial System Depth & Access | Financial Strength | 8.30 | 9.13 | +0.83 | +2.27 | 0.00 | −1.43 | −0.01 |
| Information Environment & Strategic Communication | Information & Influence | 7.49 | 8.04 | +0.55 | +1.58 | 0.00 | −1.01 | −0.02 |
| Social Infrastructure | Strategic Infrastructure | 7.76 | 8.00 | +0.24 | +0.63 | 0.00 | −0.65 | +0.27 |
| Justice System & Fundamental Rights | Governance & Integrity | 6.32 | 6.47 | +0.15 | 0.00 | 0.00 | −0.45 | +0.60 |
| Transparency, Oversight & Accountability | Governance & Integrity | 6.55 | 6.67 | +0.12 | 0.00 | 0.00 | −0.30 | +0.43 |
| Nuclear Deterrence | National Security | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | −0.68 | −0.02 |
| Digital & AI Competence | Human Capital | 8.08 | 8.05 | −0.03 | 0.00 | 0.00 | −0.43 | +0.41 |
| Advanced Education | Human Capital | 8.70 | 8.56 | −0.14 | 0.00 | 0.00 | −0.43 | +0.28 |
| Regulatory Governance & Strategic Controls | Governance & Integrity | 7.20 | 6.96 | −0.24 | 0.00 | 0.00 | −0.26 | +0.02 |
| Trade Policy & Market Access | Trade & Investment | 9.34 | 9.09 | −0.25 | +1.04 | 0.00 | −1.34 | +0.06 |
| Advanced Manufacturing | Strategic Infrastructure | 8.58 | 8.24 | −0.34 | 0.00 | 0.00 | −0.61 | +0.27 |
| Land Power | National Security | 10.40 | 10.06 | −0.34 | 0.00 | 0.00 | −0.57 | +0.23 |
| Technical & Vocational Skills | Human Capital | 7.51 | 7.17 | −0.34 | 0.00 | 0.00 | −0.44 | +0.10 |
| National Resilience & Crisis Management | Governance & Integrity | 8.86 | 8.49 | −0.37 | 0.00 | 0.00 | −0.58 | +0.21 |
| Research Talent & Knowledge Creation | Human Capital | 7.33 | 6.85 | −0.48 | 0.00 | 0.00 | −0.44 | −0.03 |
| Lifelong Learning & Reskilling | Human Capital | 7.41 | 6.92 | −0.49 | 0.00 | 0.00 | −0.44 | −0.05 |
| Health System Capability | Human Capital | 8.14 | 7.63 | −0.51 | 0.00 | 0.00 | −0.51 | 0.00 |
| Space, Aerospace & Defence Infrastructure | Strategic Infrastructure | 5.46 | 4.84 | −0.62 | 0.00 | 0.00 | −0.64 | +0.02 |
| Industrial & Sectoral Base | Production & Innovation | 8.38 | 7.73 | −0.65 | 0.00 | 0.00 | −1.09 | +0.45 |
| Intelligence & Assessment | National Security | 9.14 | 8.48 | −0.66 | 0.00 | 0.00 | −0.58 | −0.08 |
| Cyber & Electromagnetic Operations | National Security | 6.34 | 5.66 | −0.68 | 0.00 | 0.00 | −0.61 | −0.07 |
| Joint Command, Projection & Sustainment | National Security | 11.28 | 10.58 | −0.70 | 0.00 | 0.00 | −0.77 | +0.06 |
| Air Power | National Security | 5.77 | 5.07 | −0.70 | 0.00 | 0.00 | −0.61 | −0.09 |
| Artificial Intelligence | Critical Technology | 5.43 | 4.69 | −0.74 | 0.00 | 0.00 | −0.77 | +0.02 |
| Connectivity, Cyber & Trust Technologies | Critical Technology | 4.04 | 3.28 | −0.76 | 0.00 | 0.00 | −0.79 | +0.03 |
| Early Childhood Development | Human Capital | 8.76 | 7.98 | −0.78 | 0.00 | 0.00 | −0.70 | −0.08 |
| Advanced Materials & Manufacturing | Critical Technology | 3.85 | 3.06 | −0.79 | 0.00 | 0.00 | −0.79 | +0.01 |
| Space Operations | National Security | 3.98 | 3.19 | −0.79 | 0.00 | 0.00 | −0.63 | −0.15 |
| Alliances & Security Cooperation | Information & Influence | 11.22 | 10.42 | −0.80 | 0.00 | 0.00 | −0.83 | +0.04 |
| Monetary & Currency Capability | Financial Strength | 8.72 | 7.92 | −0.80 | +1.02 | 0.00 | −1.92 | +0.10 |
| Maritime Power | National Security | 5.54 | 4.73 | −0.81 | 0.00 | 0.00 | −0.85 | +0.04 |
| Quantum Technologies | Critical Technology | 3.44 | 2.63 | −0.81 | 0.00 | 0.00 | −0.80 | −0.02 |
| Robotics & Autonomous Systems | Critical Technology | 3.95 | 3.13 | −0.82 | 0.00 | 0.00 | −0.79 | −0.03 |
| Semiconductors & Advanced Computing | Critical Technology | 1.39 | 0.56 | −0.83 | 0.00 | 0.00 | −0.82 | −0.01 |
| Space Technologies | Critical Technology | 2.95 | 2.12 | −0.83 | 0.00 | 0.00 | −0.80 | −0.03 |
| Water, Sanitation & Waste Infrastructure | Strategic Infrastructure | 7.90 | 7.07 | −0.83 | 0.00 | 0.00 | −1.00 | +0.17 |
| Financial Infrastructure | Strategic Infrastructure | 10.61 | 9.76 | −0.85 | 0.00 | 0.00 | −0.72 | −0.13 |
| Diaspora & Global Communities | Information & Influence | 9.59 | 8.73 | −0.86 | 0.00 | 0.00 | −0.86 | 0.00 |
| Energy Technologies | Critical Technology | 5.31 | 4.43 | −0.88 | 0.00 | 0.00 | −1.02 | +0.15 |
| Sensing, Timing & Navigation | Critical Technology | 2.81 | 1.93 | −0.88 | 0.00 | 0.00 | −0.81 | −0.07 |
| Digital & Services Trade | Trade & Investment | 8.21 | 7.33 | −0.88 | 0.00 | 0.00 | −1.36 | +0.48 |
| Technology Adoption & Diffusion | Production & Innovation | 7.34 | 6.41 | −0.93 | 0.00 | 0.00 | −1.11 | +0.18 |
| Development Cooperation & Global Assistance | Information & Influence | 7.61 | 6.68 | −0.93 | 0.00 | 0.00 | −0.88 | −0.05 |
| Strategic Strike & Missile Defence | National Security | 4.51 | 3.55 | −0.96 | 0.00 | 0.00 | −0.87 | −0.09 |
| Business Dynamism & Entrepreneurship | Production & Innovation | 7.70 | 6.69 | −1.01 | 0.00 | 0.00 | −1.10 | +0.09 |
| Biotechnology & Health Technologies | Critical Technology | 5.20 | 4.10 | −1.10 | 0.00 | 0.00 | −1.05 | −0.04 |
| Innovation & Commercialisation | Production & Innovation | 6.67 | 5.47 | −1.20 | 0.00 | 0.00 | −1.12 | −0.08 |
| Sovereign Capital & External Financial Power | Financial Strength | 7.24 | 6.01 | −1.23 | 0.00 | 0.00 | −1.21 | −0.02 |
| Structural Transformation & Complexity | Production & Innovation | 7.71 | 6.42 | −1.29 | 0.00 | 0.00 | −1.10 | −0.18 |
| Economic Output & Productivity | Production & Innovation | 8.22 | 6.79 | −1.43 | 0.00 | 0.00 | −1.39 | −0.04 |
| Financial Stability & Crisis Management | Financial Strength | 8.14 | 6.70 | −1.44 | 0.00 | 0.00 | −1.51 | +0.07 |
| Global Value Chain Position | Trade & Investment | 8.25 | 6.71 | −1.54 | 0.00 | 0.00 | −1.36 | −0.17 |
| Export Capability & Sophistication | Trade & Investment | 6.93 | 5.34 | −1.59 | 0.00 | 0.00 | −1.39 | −0.20 |
| Investment Attraction & Projection | Trade & Investment | 7.59 | 5.96 | −1.63 | 0.00 | 0.00 | −1.73 | +0.10 |
| Economic Leverage & Dependence | Trade & Investment | 9.44 | 7.76 | −1.68 | 0.00 | 0.00 | −1.58 | −0.09 |
| Labour & Employment | Production & Innovation | 7.68 | 5.74 | −1.94 | 0.00 | 0.00 | −1.83 | −0.11 |
| Trade Facilitation & Logistics | Trade & Investment | 8.14 | 6.05 | −2.09 | 0.00 | 0.00 | −2.44 | +0.35 |
Seed 12 of experiment cycle-002.e4-nga. The simulation can be reproduced exactly from the experiment's configuration, its versions and this seed.