Simulation 7
South Korea, tree search, 20 years, seed 7: a poor simulation (10th percentile) of the experiment's 10. Capability index 16.00 at the 2026 position, 16.77 in 2046; 80 actions over 20 rounds and 5 shocks.
Model 0.2.0 · graph 0.2.0 · parameters 0.1.1 · seed 7
The experiment · The other representative simulations: 6 (median simulation), 5 (a good simulation (90th percentile))
Outcome
From the 2026 position to 2046.
- Capability index
- 16.77 (+0.77)
- From 16.00
- Rank by index
- 2
- From 6
- Domains at Tier 1
- 5
- From 2
- Events
- 5 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 tree search (mcts) 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 |
|---|---|---|---|
| 2027 |
| 16.04 +0.036 | |
| 2028 |
| Water-efficient food leap | 16.12 +0.080 |
| 2029 |
| 16.24 +0.118 | |
| 2030 |
| Debt service reset | 16.45 +0.210 |
| 2031 | No actions | 16.54 +0.097 | |
| 2032 | No actions | 16.60 +0.058 | |
| 2033 |
| 16.70 +0.096 | |
| 2034 |
| 16.85 +0.157 | |
| 2035 |
| Global funding seizure | 16.85 −0.006 |
| 2036 |
| 16.92 +0.071 | |
| 2037 |
| 17.00 +0.083 | |
| 2038 |
| 17.08 +0.079 | |
| 2039 | No actions | 17.16 +0.075 | |
| 2040 |
| AI labour shock | 17.15 −0.003 |
| 2041 |
| Core disaster | 16.87 −0.280 |
| 2042 |
| 16.90 +0.025 | |
| 2043 | No actions | 16.95 +0.049 | |
| 2044 |
| 17.00 +0.055 | |
| 2045 |
| 17.09 +0.092 | |
| 2046 |
| Regional war spilloverBreadbasket failure | 16.77 −0.324 |
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 | 2026 | 2031 | 2036 | 2041 | 2046 | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Critical Technology | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 |
| Strategic Infrastructure | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 2 | 2 |
| National Security | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 |
| Human Capital | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| Information & Influence | 3 | 3 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| Governance & Integrity | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| Financial Strength | 5 | 5 | 5 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 1 | 1 | 2 |
| Production & Innovation | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| Trade & Investment | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
Probes
What the experiment's counterfactual probes found, paired seed by seed on its first 3 seeds: the same simulation with one thing changed, the difference at the horizon.
| Probe | Index | Score sum | Tier 1 |
|---|---|---|---|
| Hold instead of the method | −2.140 | −148.2 | −6.33 |
| No shocks | +0.606 | +44.4 | +0.67 |
| Replay of the recorded actions (must change nothing) | 0.000 | 0.0 | 0.00 |
| Without the 1st largest decision | −0.016 | −1.1 | 0.00 |
| Without the 2nd largest decision | −0.016 | −1.3 | 0.00 |
| Without the 3rd largest decision | −0.019 | −1.3 | 0.00 |
| Without the 4th largest decision | −0.019 | −1.3 | 0.00 |
| Without the 5th largest decision | −0.018 | −1.3 | 0.00 |
| Without the 1st largest shock | +0.343 | +24.4 | +0.33 |
| Without the 2nd largest shock | +0.283 | +20.8 | 0.00 |
| Without the 3rd largest shock | +0.189 | +14.5 | 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 | 2026 | 2046 | Change | Invested | Decay | Events | Graph |
|---|---|---|---|---|---|---|---|---|
| Technical & Vocational Skills | Human Capital | 15.50 | 19.52 | +4.02 | +6.06 | 0.00 | −0.23 | +0.12 |
| Diplomatic Statecraft & Global Networks | Information & Influence | 14.50 | 18.52 | +4.02 | +4.76 | 0.00 | −0.96 | +0.22 |
| Transparency, Oversight & Accountability | Governance & Integrity | 15.33 | 18.74 | +3.41 | +3.71 | 0.00 | −0.39 | +0.08 |
| Lifelong Learning & Reskilling | Human Capital | 16.00 | 19.30 | +3.30 | +6.42 | 0.00 | −0.53 | +0.03 |
| Development Cooperation & Global Assistance | Information & Influence | 14.50 | 17.80 | +3.30 | +3.81 | 0.00 | −0.78 | +0.28 |
| Alliances & Security Cooperation | Information & Influence | 16.00 | 19.19 | +3.19 | +4.28 | 0.00 | −0.81 | +0.47 |
| Artificial Intelligence | Critical Technology | 16.00 | 18.52 | +2.52 | +3.19 | 0.00 | −0.80 | +0.12 |
| Public Integrity & Anti-Corruption | Governance & Integrity | 15.00 | 17.39 | +2.39 | +2.51 | 0.00 | −0.38 | +0.26 |
| Population Health | Human Capital | 16.00 | 18.36 | +2.36 | +2.83 | 0.00 | −0.50 | +0.03 |
| Justice System & Fundamental Rights | Governance & Integrity | 15.00 | 17.33 | +2.33 | +2.65 | 0.00 | −0.41 | +0.09 |
| Digital & AI Competence | Human Capital | 17.00 | 19.31 | +2.31 | +3.42 | 0.00 | −0.57 | +0.23 |
| Advanced Education | Human Capital | 17.00 | 19.22 | +2.22 | +2.52 | 0.00 | −0.60 | +0.29 |
| Research Talent & Knowledge Creation | Human Capital | 16.00 | 18.20 | +2.20 | +2.26 | 0.00 | −0.53 | +0.48 |
| Economic Leverage & Dependence | Trade & Investment | 15.33 | 17.51 | +2.18 | +3.86 | 0.00 | −1.87 | +0.19 |
| Sovereign Capital & External Financial Power | Financial Strength | 14.20 | 16.27 | +2.07 | +3.22 | 0.00 | −1.34 | +0.19 |
| Information Environment & Strategic Communication | Information & Influence | 15.67 | 17.61 | +1.94 | +3.01 | 0.00 | −1.12 | +0.05 |
| Political Institutions & Civic Participation | Governance & Integrity | 16.00 | 17.88 | +1.88 | +2.32 | 0.00 | −0.57 | +0.14 |
| Labour & Employment | Production & Innovation | 15.00 | 16.86 | +1.86 | +3.06 | 0.00 | −1.52 | +0.33 |
| Resource Infrastructure | Strategic Infrastructure | 11.75 | 13.46 | +1.71 | +2.92 | 0.00 | −1.29 | +0.09 |
| Investment Attraction & Projection | Trade & Investment | 16.33 | 17.92 | +1.59 | +3.05 | 0.00 | −1.63 | +0.17 |
| Biotechnology & Health Technologies | Critical Technology | 16.20 | 17.72 | +1.52 | +1.36 | 0.00 | −0.28 | +0.45 |
| Digital & Services Trade | Trade & Investment | 16.25 | 17.71 | +1.46 | +3.12 | 0.00 | −1.78 | +0.13 |
| Space, Aerospace & Defence Infrastructure | Strategic Infrastructure | 16.33 | 17.77 | +1.44 | +2.15 | 0.00 | −0.83 | +0.12 |
| Connectivity, Cyber & Trust Technologies | Critical Technology | 16.60 | 17.93 | +1.33 | +1.73 | 0.00 | −0.47 | +0.07 |
| Fiscal Capacity & Public Finance | Financial Strength | 16.50 | 17.83 | +1.33 | +3.54 | 0.00 | −2.44 | +0.23 |
| Export Capability & Sophistication | Trade & Investment | 17.00 | 18.33 | +1.33 | +2.61 | 0.00 | −1.39 | +0.11 |
| Robotics & Autonomous Systems | Critical Technology | 16.50 | 17.66 | +1.16 | +1.40 | 0.00 | −0.45 | +0.20 |
| Industrial & Sectoral Base | Production & Innovation | 16.50 | 17.66 | +1.16 | +2.63 | 0.00 | −1.43 | −0.05 |
| Economic Output & Productivity | Production & Innovation | 16.50 | 17.63 | +1.13 | +2.20 | 0.00 | −1.20 | +0.13 |
| Advanced Materials & Manufacturing | Critical Technology | 16.71 | 17.81 | +1.10 | +1.33 | 0.00 | −0.44 | +0.22 |
| Sensing, Timing & Navigation | Critical Technology | 15.80 | 16.90 | +1.10 | +1.48 | 0.00 | −0.46 | +0.09 |
| Early Childhood Development | Human Capital | 17.00 | 18.08 | +1.08 | +1.32 | 0.00 | −0.53 | +0.29 |
| Trade Policy & Market Access | Trade & Investment | 17.00 | 18.07 | +1.07 | +1.95 | 0.00 | −1.39 | +0.52 |
| Culture, Language & Education Diplomacy | Information & Influence | 16.80 | 17.74 | +0.94 | +1.36 | 0.00 | −0.78 | +0.36 |
| Foundational Education | Human Capital | 17.25 | 18.10 | +0.85 | +1.19 | 0.00 | −0.41 | +0.07 |
| Space Technologies | Critical Technology | 14.67 | 15.45 | +0.78 | +1.19 | 0.00 | −0.47 | +0.06 |
| Energy Technologies | Critical Technology | 16.60 | 17.37 | +0.77 | +1.40 | 0.00 | −0.83 | +0.19 |
| Regulatory Governance & Strategic Controls | Governance & Integrity | 16.33 | 17.09 | +0.76 | +1.17 | 0.00 | −0.42 | +0.01 |
| Financial Infrastructure | Strategic Infrastructure | 16.50 | 17.00 | +0.50 | +1.49 | 0.00 | −0.85 | −0.14 |
| Technology Adoption & Diffusion | Production & Innovation | 18.00 | 18.36 | +0.36 | +1.06 | 0.00 | −0.94 | +0.24 |
| Business Dynamism & Entrepreneurship | Production & Innovation | 15.75 | 16.03 | +0.28 | +1.41 | 0.00 | −1.15 | +0.02 |
| Government Effectiveness & Public Administration | Governance & Integrity | 17.20 | 17.47 | +0.27 | +0.90 | 0.00 | −0.87 | +0.23 |
| Nuclear Deterrence | National Security | 1.67 | 1.88 | +0.21 | +0.34 | 0.00 | −0.13 | −0.01 |
| Trade Facilitation & Logistics | Trade & Investment | 17.50 | 17.58 | +0.08 | +2.42 | 0.00 | −2.36 | +0.02 |
| Global Value Chain Position | Trade & Investment | 17.33 | 17.38 | +0.05 | +1.31 | 0.00 | −1.37 | +0.12 |
| Financial Regulation & Integrity | Financial Strength | 15.75 | 15.77 | +0.02 | +1.35 | 0.00 | −1.39 | +0.06 |
| Quantum Technologies | Critical Technology | 14.25 | 14.23 | −0.02 | 0.00 | 0.00 | −0.47 | +0.45 |
| Semiconductors & Advanced Computing | Critical Technology | 17.50 | 17.23 | −0.27 | 0.00 | 0.00 | −0.43 | +0.16 |
| Internal Security & Order | Governance & Integrity | 15.67 | 15.37 | −0.30 | 0.00 | 0.00 | −0.54 | +0.23 |
| Intelligence & Assessment | National Security | 15.83 | 15.47 | −0.36 | 0.00 | 0.00 | −0.61 | +0.25 |
| Cyber & Electromagnetic Operations | National Security | 16.00 | 15.60 | −0.40 | 0.00 | 0.00 | −0.61 | +0.21 |
| Force Generation & Mobilisation | National Security | 16.33 | 15.89 | −0.44 | 0.00 | 0.00 | −0.61 | +0.17 |
| Advanced Manufacturing | Strategic Infrastructure | 18.40 | 17.94 | −0.46 | 0.00 | 0.00 | −0.79 | +0.32 |
| Innovation & Commercialisation | Production & Innovation | 18.00 | 17.54 | −0.46 | 0.00 | 0.00 | −1.09 | +0.63 |
| Air Power | National Security | 16.75 | 16.19 | −0.56 | 0.00 | 0.00 | −0.60 | +0.04 |
| Land Power | National Security | 16.50 | 15.90 | −0.60 | 0.00 | 0.00 | −0.61 | +0.01 |
| Health System Capability | Human Capital | 16.67 | 16.04 | −0.63 | 0.00 | 0.00 | −0.75 | +0.13 |
| Space Operations | National Security | 13.67 | 13.01 | −0.66 | 0.00 | 0.00 | −0.64 | −0.02 |
| Communications & Digital Infrastructure | Strategic Infrastructure | 18.00 | 17.32 | −0.68 | 0.00 | 0.00 | −0.79 | +0.11 |
| Diaspora & Global Communities | Information & Influence | 15.50 | 14.78 | −0.72 | 0.00 | 0.00 | −0.80 | +0.07 |
| National Resilience & Crisis Management | Governance & Integrity | 16.20 | 15.45 | −0.75 | 0.00 | 0.00 | −0.83 | +0.08 |
| Agriculture & Food Infrastructure | Strategic Infrastructure | 15.75 | 14.94 | −0.81 | 0.00 | 0.00 | −0.77 | −0.04 |
| Social Infrastructure | Strategic Infrastructure | 17.00 | 16.16 | −0.84 | 0.00 | 0.00 | −1.15 | +0.31 |
| Water, Sanitation & Waste Infrastructure | Strategic Infrastructure | 16.80 | 15.87 | −0.93 | 0.00 | 0.00 | −1.10 | +0.18 |
| Joint Command, Projection & Sustainment | National Security | 15.33 | 14.36 | −0.97 | 0.00 | 0.00 | −0.98 | +0.01 |
| Maritime Power | National Security | 16.00 | 15.03 | −0.97 | 0.00 | 0.00 | −0.97 | 0.00 |
| Strategic Strike & Missile Defence | National Security | 16.00 | 15.02 | −0.98 | 0.00 | 0.00 | −0.97 | −0.01 |
| Structural Transformation & Complexity | Production & Innovation | 16.67 | 15.66 | −1.01 | 0.00 | 0.00 | −1.11 | +0.11 |
| Transport Infrastructure | Strategic Infrastructure | 16.50 | 15.40 | −1.10 | 0.00 | 0.00 | −1.32 | +0.22 |
| Financial Stability & Crisis Management | Financial Strength | 16.67 | 15.28 | −1.39 | 0.00 | 0.00 | −1.39 | −0.01 |
| Monetary & Currency Capability | Financial Strength | 16.33 | 14.92 | −1.41 | 0.00 | 0.00 | −1.52 | +0.11 |
| Financial System Depth & Access | Financial Strength | 17.00 | 15.51 | −1.49 | 0.00 | 0.00 | −1.63 | +0.14 |
| Energy Infrastructure | Strategic Infrastructure | 16.13 | 14.58 | −1.55 | 0.00 | 0.00 | −1.56 | +0.02 |
Seed 7 of experiment mcts-m3.m3-kor-mcts-tier-rank. The simulation can be reproduced exactly from the experiment's configuration, its versions and this seed.