Simulation 31
South Korea, hold, 10 years, seed 31: a good simulation (90th percentile) of the experiment's 100. Capability index 16.00 at the 2026 position, 16.08 in 2036; 0 actions over 10 rounds and 2 shocks.
Model 0.2.0 · graph 0.2.0 · parameters 0.1.1 · seed 31
The experiment · The other representative simulations: 53 (median simulation), 58 (a poor simulation (10th percentile))
Outcome
From the 2026 position to 2036.
- Capability index
- 16.08 (+0.07)
- From 16.00
- Rank by index
- 6
- From 6
- Domains at Tier 1
- 2
- From 2
- Events
- 2 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 hold 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 | No actions | 16.00 0.000 | |
| 2028 | No actions | 16.00 0.000 | |
| 2029 | No actions | Global funding seizure | 15.75 −0.256 |
| 2030 | No actions | 15.74 −0.007 | |
| 2031 | No actions | Outbreak defence succeeds | 16.28 +0.543 |
| 2032 | No actions | 16.28 0.000 | |
| 2033 | No actions | Hybrid coercion | 16.06 −0.221 |
| 2034 | No actions | 16.07 +0.005 | |
| 2035 | No actions | 16.07 +0.005 | |
| 2036 | No actions | 16.08 +0.005 |
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 | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Critical Technology | 2 | 2 | 2 | 3 | 3 | 2 | 2 | 2 | 2 | 2 | 2 |
| Strategic Infrastructure | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 2 | 2 | 2 | 1 |
| National Security | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 |
| Human Capital | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 |
| Information & Influence | 3 | 3 | 3 | 3 | 3 | 2 | 2 | 3 | 3 | 3 | 3 |
| Governance & Integrity | 4 | 4 | 4 | 5 | 5 | 1 | 1 | 3 | 3 | 3 | 3 |
| Financial Strength | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 |
| Production & Innovation | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 2 | 2 | 2 | 2 |
| Trade & Investment | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 |
Probes
What the experiment's counterfactual probes found, paired seed by seed on its first 25 seeds: the same simulation with one thing changed, the difference at the horizon.
| Probe | Index | Score sum | Tier 1 |
|---|---|---|---|
| Hold instead of the method | 0.000 | 0.0 | 0.00 |
| No shocks | +0.664 | +45.7 | +2.28 |
| Replay of the recorded actions (must change nothing) | 0.000 | 0.0 | 0.00 |
| Without the 1st largest shock | +0.381 | +26.4 | +1.12 |
| Without the 2nd largest shock | +0.286 | +19.6 | +0.29 |
| Without the 3rd largest shock | +0.318 | +21.5 | 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 | 2036 | Change | Invested | Decay | Events | Graph |
|---|---|---|---|---|---|---|---|---|
| Health System Capability | Human Capital | 16.67 | 17.56 | +0.89 | 0.00 | 0.00 | +0.89 | 0.00 |
| Biotechnology & Health Technologies | Critical Technology | 16.20 | 17.00 | +0.80 | 0.00 | 0.00 | +0.78 | +0.02 |
| Regulatory Governance & Strategic Controls | Governance & Integrity | 16.33 | 17.10 | +0.77 | 0.00 | 0.00 | +0.77 | 0.00 |
| National Resilience & Crisis Management | Governance & Integrity | 16.20 | 16.81 | +0.61 | 0.00 | 0.00 | +0.60 | +0.01 |
| Social Infrastructure | Strategic Infrastructure | 17.00 | 17.58 | +0.58 | 0.00 | 0.00 | +0.64 | −0.06 |
| Trade Facilitation & Logistics | Trade & Investment | 17.50 | 18.05 | +0.55 | 0.00 | 0.00 | +0.52 | +0.03 |
| Early Childhood Development | Human Capital | 17.00 | 17.50 | +0.50 | 0.00 | 0.00 | +0.45 | +0.06 |
| Population Health | Human Capital | 16.00 | 16.49 | +0.49 | 0.00 | 0.00 | +0.44 | +0.04 |
| Foundational Education | Human Capital | 17.25 | 17.71 | +0.46 | 0.00 | 0.00 | +0.45 | +0.02 |
| Digital & AI Competence | Human Capital | 17.00 | 17.45 | +0.45 | 0.00 | 0.00 | +0.45 | +0.01 |
| Research Talent & Knowledge Creation | Human Capital | 16.00 | 16.45 | +0.45 | 0.00 | 0.00 | +0.44 | +0.01 |
| Government Effectiveness & Public Administration | Governance & Integrity | 17.20 | 17.64 | +0.44 | 0.00 | 0.00 | +0.44 | 0.00 |
| Technical & Vocational Skills | Human Capital | 15.50 | 15.94 | +0.44 | 0.00 | 0.00 | +0.44 | 0.00 |
| Advanced Education | Human Capital | 17.00 | 17.43 | +0.43 | 0.00 | 0.00 | +0.45 | −0.02 |
| Lifelong Learning & Reskilling | Human Capital | 16.00 | 16.43 | +0.43 | 0.00 | 0.00 | +0.44 | −0.01 |
| Robotics & Autonomous Systems | Critical Technology | 16.50 | 16.77 | +0.27 | 0.00 | 0.00 | +0.23 | +0.04 |
| Artificial Intelligence | Critical Technology | 16.00 | 16.26 | +0.26 | 0.00 | 0.00 | +0.23 | +0.04 |
| Advanced Materials & Manufacturing | Critical Technology | 16.71 | 16.96 | +0.25 | 0.00 | 0.00 | +0.23 | +0.02 |
| Semiconductors & Advanced Computing | Critical Technology | 17.50 | 17.75 | +0.25 | 0.00 | 0.00 | +0.23 | +0.02 |
| Sensing, Timing & Navigation | Critical Technology | 15.80 | 16.05 | +0.25 | 0.00 | 0.00 | +0.22 | +0.03 |
| Information Environment & Strategic Communication | Information & Influence | 15.67 | 15.92 | +0.25 | 0.00 | 0.00 | +0.25 | +0.01 |
| Space Technologies | Critical Technology | 14.67 | 14.91 | +0.24 | 0.00 | 0.00 | +0.22 | +0.02 |
| Energy Technologies | Critical Technology | 16.60 | 16.84 | +0.24 | 0.00 | 0.00 | +0.23 | +0.01 |
| Quantum Technologies | Critical Technology | 14.25 | 14.48 | +0.23 | 0.00 | 0.00 | +0.21 | +0.01 |
| Public Integrity & Anti-Corruption | Governance & Integrity | 15.00 | 15.22 | +0.22 | 0.00 | 0.00 | +0.20 | +0.02 |
| Political Institutions & Civic Participation | Governance & Integrity | 16.00 | 16.22 | +0.22 | 0.00 | 0.00 | +0.21 | +0.01 |
| Justice System & Fundamental Rights | Governance & Integrity | 15.00 | 15.21 | +0.21 | 0.00 | 0.00 | +0.20 | 0.00 |
| Transparency, Oversight & Accountability | Governance & Integrity | 15.33 | 15.54 | +0.21 | 0.00 | 0.00 | +0.21 | +0.01 |
| Nuclear Deterrence | National Security | 1.67 | 1.86 | +0.19 | 0.00 | 0.00 | +0.19 | 0.00 |
| Advanced Manufacturing | Strategic Infrastructure | 18.40 | 18.53 | +0.13 | 0.00 | 0.00 | +0.09 | +0.03 |
| Agriculture & Food Infrastructure | Strategic Infrastructure | 15.75 | 15.88 | +0.13 | 0.00 | 0.00 | +0.08 | +0.05 |
| Industrial & Sectoral Base | Production & Innovation | 16.50 | 16.59 | +0.09 | 0.00 | 0.00 | +0.06 | +0.03 |
| Innovation & Commercialisation | Production & Innovation | 18.00 | 18.09 | +0.09 | 0.00 | 0.00 | +0.07 | +0.03 |
| Technology Adoption & Diffusion | Production & Innovation | 18.00 | 18.08 | +0.08 | 0.00 | 0.00 | +0.07 | +0.01 |
| Connectivity, Cyber & Trust Technologies | Critical Technology | 16.60 | 16.67 | +0.07 | 0.00 | 0.00 | +0.07 | +0.01 |
| Space, Aerospace & Defence Infrastructure | Strategic Infrastructure | 16.33 | 16.40 | +0.07 | 0.00 | 0.00 | +0.08 | −0.01 |
| Water, Sanitation & Waste Infrastructure | Strategic Infrastructure | 16.80 | 16.86 | +0.06 | 0.00 | 0.00 | +0.08 | −0.03 |
| Culture, Language & Education Diplomacy | Information & Influence | 16.80 | 16.86 | +0.06 | 0.00 | 0.00 | +0.05 | +0.01 |
| Structural Transformation & Complexity | Production & Innovation | 16.67 | 16.73 | +0.06 | 0.00 | 0.00 | +0.06 | 0.00 |
| Resource Infrastructure | Strategic Infrastructure | 11.75 | 11.79 | +0.04 | 0.00 | 0.00 | +0.05 | −0.02 |
| Diaspora & Global Communities | Information & Influence | 15.50 | 15.54 | +0.04 | 0.00 | 0.00 | +0.04 | 0.00 |
| Transport Infrastructure | Strategic Infrastructure | 16.50 | 16.53 | +0.03 | 0.00 | 0.00 | +0.08 | −0.05 |
| Internal Security & Order | Governance & Integrity | 15.67 | 15.70 | +0.03 | 0.00 | 0.00 | +0.04 | −0.01 |
| Business Dynamism & Entrepreneurship | Production & Innovation | 15.75 | 15.78 | +0.03 | 0.00 | 0.00 | +0.06 | −0.03 |
| Diplomatic Statecraft & Global Networks | Information & Influence | 14.50 | 14.52 | +0.02 | 0.00 | 0.00 | +0.03 | −0.01 |
| Global Value Chain Position | Trade & Investment | 17.33 | 17.34 | +0.01 | 0.00 | 0.00 | −0.03 | +0.04 |
| Export Capability & Sophistication | Trade & Investment | 17.00 | 16.99 | −0.01 | 0.00 | 0.00 | −0.04 | +0.03 |
| Development Cooperation & Global Assistance | Information & Influence | 14.50 | 14.48 | −0.02 | 0.00 | 0.00 | +0.03 | −0.04 |
| Trade Policy & Market Access | Trade & Investment | 17.00 | 16.98 | −0.02 | 0.00 | 0.00 | −0.04 | +0.01 |
| Strategic Strike & Missile Defence | National Security | 16.00 | 15.97 | −0.03 | 0.00 | 0.00 | −0.07 | +0.04 |
| Digital & Services Trade | Trade & Investment | 16.25 | 16.22 | −0.03 | 0.00 | 0.00 | −0.04 | +0.01 |
| Economic Leverage & Dependence | Trade & Investment | 15.33 | 15.29 | −0.04 | 0.00 | 0.00 | −0.05 | +0.01 |
| Land Power | National Security | 16.50 | 16.45 | −0.05 | 0.00 | 0.00 | −0.07 | +0.02 |
| Air Power | National Security | 16.75 | 16.70 | −0.05 | 0.00 | 0.00 | −0.07 | +0.01 |
| Space Operations | National Security | 13.67 | 13.62 | −0.05 | 0.00 | 0.00 | −0.09 | +0.04 |
| Sovereign Capital & External Financial Power | Financial Strength | 14.20 | 14.13 | −0.07 | 0.00 | 0.00 | −0.07 | 0.00 |
| Joint Command, Projection & Sustainment | National Security | 15.33 | 15.25 | −0.08 | 0.00 | 0.00 | −0.08 | −0.01 |
| Force Generation & Mobilisation | National Security | 16.33 | 16.22 | −0.11 | 0.00 | 0.00 | −0.07 | −0.04 |
| Financial Infrastructure | Strategic Infrastructure | 16.50 | 16.36 | −0.14 | 0.00 | 0.00 | −0.07 | −0.06 |
| Communications & Digital Infrastructure | Strategic Infrastructure | 18.00 | 17.79 | −0.21 | 0.00 | 0.00 | −0.22 | +0.01 |
| Energy Infrastructure | Strategic Infrastructure | 16.13 | 15.90 | −0.23 | 0.00 | 0.00 | −0.24 | +0.01 |
| Economic Output & Productivity | Production & Innovation | 16.50 | 16.24 | −0.26 | 0.00 | 0.00 | −0.27 | +0.01 |
| Alliances & Security Cooperation | Information & Influence | 16.00 | 15.72 | −0.28 | 0.00 | 0.00 | −0.30 | +0.03 |
| Labour & Employment | Production & Innovation | 15.00 | 14.71 | −0.29 | 0.00 | 0.00 | −0.28 | −0.01 |
| Financial System Depth & Access | Financial Strength | 17.00 | 16.62 | −0.38 | 0.00 | 0.00 | −0.39 | 0.00 |
| Financial Regulation & Integrity | Financial Strength | 15.75 | 15.37 | −0.38 | 0.00 | 0.00 | −0.40 | +0.02 |
| Cyber & Electromagnetic Operations | National Security | 16.00 | 15.61 | −0.39 | 0.00 | 0.00 | −0.42 | +0.03 |
| Intelligence & Assessment | National Security | 15.83 | 15.43 | −0.40 | 0.00 | 0.00 | −0.42 | +0.02 |
| Maritime Power | National Security | 16.00 | 15.59 | −0.41 | 0.00 | 0.00 | −0.42 | +0.01 |
| Fiscal Capacity & Public Finance | Financial Strength | 16.50 | 16.08 | −0.42 | 0.00 | 0.00 | −0.39 | −0.03 |
| Financial Stability & Crisis Management | Financial Strength | 16.67 | 16.25 | −0.42 | 0.00 | 0.00 | −0.39 | −0.03 |
| Monetary & Currency Capability | Financial Strength | 16.33 | 15.90 | −0.43 | 0.00 | 0.00 | −0.40 | −0.03 |
| Investment Attraction & Projection | Trade & Investment | 16.33 | 15.89 | −0.44 | 0.00 | 0.00 | −0.43 | −0.01 |
Seed 31 of experiment stress-preview.e5-kor-s02-hold. The simulation can be reproduced exactly from the experiment's configuration, its versions and this seed.