Simulation 3
Brazil, tree search, 20 years, seed 3: median simulation of the experiment's 50. Capability index 11.69 at the 2026 position, 13.46 in 2046; 100 actions over 20 rounds and 1 shock.
Model 0.1.0 · graph 0.2.0 · parameters 0.1.0 · seed 3
The experiment · The other representative simulations: 45 (a poor simulation (10th percentile)), 27 (a good simulation (90th percentile))
Outcome
From the 2026 position to 2046.
- Capability index
- 13.46 (+1.77)
- From 11.69
- Rank by index
- 22
- From 30
- Domains at Tier 1
- 2
- From 0
- Events
- 1 shock
- 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 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 |
| 11.72 +0.029 | |
| 2028 |
| 11.77 +0.051 | |
| 2029 |
| AI labour shock | 11.67 −0.104 |
| 2030 |
| 11.59 −0.079 | |
| 2031 |
| 11.51 −0.078 | |
| 2032 |
| Market access opening | 11.68 +0.167 |
| 2033 |
| 11.83 +0.155 | |
| 2034 |
| 11.99 +0.157 | |
| 2035 |
| 12.10 +0.113 | |
| 2036 |
| 12.21 +0.112 | |
| 2037 |
| 12.35 +0.135 | |
| 2038 |
| 12.46 +0.117 | |
| 2039 |
| 12.60 +0.131 | |
| 2040 |
| 12.72 +0.123 | |
| 2041 |
| 12.85 +0.127 | |
| 2042 |
| 12.98 +0.130 | |
| 2043 |
| 13.14 +0.162 | |
| 2044 |
| 13.22 +0.086 | |
| 2045 |
| 13.33 +0.104 | |
| 2046 |
| 13.46 +0.127 |
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 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 3 |
| Strategic Infrastructure | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 |
| National Security | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 |
| Human Capital | 7 | 6 | 6 | 4 | 3 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| Information & Influence | 5 | 5 | 5 | 5 | 6 | 6 | 6 | 6 | 5 | 5 | 5 | 5 | 4 | 3 | 3 | 3 | 3 | 3 | 2 | 2 | 2 |
| Governance & Integrity | 9 | 9 | 9 | 9 | 9 | 9 | 9 | 9 | 9 | 9 | 9 | 9 | 9 | 9 | 9 | 9 | 9 | 9 | 9 | 9 | 9 |
| Financial Strength | 9 | 9 | 9 | 10 | 10 | 10 | 10 | 10 | 9 | 9 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 8 |
| Production & Innovation | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 5 | 5 | 5 | 5 | 5 | 4 | 3 | 3 | 3 | 2 | 2 | 2 | 2 |
| Trade & Investment | 7 | 7 | 7 | 7 | 8 | 8 | 7 | 7 | 7 | 7 | 7 | 5 | 4 | 4 | 4 | 4 | 3 | 2 | 1 | 1 | 1 |
Probes
What the experiment's counterfactual probes found, paired seed by seed on its first 5 seeds, this one among them: the same simulation with one thing changed, the difference at the horizon.
| Probe | Index | Score sum | Tier 1 |
|---|---|---|---|
| Hold instead of the method | −2.327 | −167.6 | −1.80 |
| No shocks | +0.454 | +33.1 | −0.20 |
| Replay of the recorded actions (must change nothing) | 0.000 | 0.0 | 0.00 |
| Without the 1st largest decision | −0.020 | −1.5 | 0.00 |
| Without the 2nd largest decision | −0.018 | −1.4 | 0.00 |
| Without the 3rd largest decision | −0.021 | −1.4 | 0.00 |
| Without the 4th largest decision | −0.018 | −1.4 | 0.00 |
| Without the 5th largest decision | −0.017 | −1.4 | 0.00 |
| Without the 1st largest shock | +0.328 | +23.1 | +0.40 |
| Without the 2nd largest shock | +0.160 | +11.5 | 0.00 |
| Without the 3rd largest shock | +0.128 | +9.3 | 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 |
|---|---|---|---|---|---|---|---|---|
| Artificial Intelligence | Critical Technology | 9.33 | 17.67 | +8.34 | +8.61 | 0.00 | −1.18 | +0.90 |
| Digital & AI Competence | Human Capital | 10.50 | 18.63 | +8.13 | +8.45 | 0.00 | −0.63 | +0.32 |
| Connectivity, Cyber & Trust Technologies | Critical Technology | 9.40 | 16.96 | +7.56 | +8.04 | 0.00 | −0.55 | +0.07 |
| Technical & Vocational Skills | Human Capital | 12.50 | 19.52 | +7.02 | +6.98 | 0.00 | −0.10 | +0.14 |
| Lifelong Learning & Reskilling | Human Capital | 10.67 | 17.62 | +6.95 | +7.49 | 0.00 | −0.63 | +0.10 |
| Technology Adoption & Diffusion | Production & Innovation | 11.50 | 18.43 | +6.93 | +6.57 | 0.00 | −0.46 | +0.81 |
| Alliances & Security Cooperation | Information & Influence | 12.00 | 18.81 | +6.81 | +7.19 | 0.00 | −0.55 | +0.17 |
| Semiconductors & Advanced Computing | Critical Technology | 5.33 | 11.73 | +6.40 | +6.87 | 0.00 | −0.59 | +0.12 |
| Development Cooperation & Global Assistance | Information & Influence | 10.00 | 16.29 | +6.29 | +6.30 | 0.00 | −0.56 | +0.54 |
| Research Talent & Knowledge Creation | Human Capital | 11.67 | 17.80 | +6.13 | +5.97 | 0.00 | −0.28 | +0.44 |
| Robotics & Autonomous Systems | Critical Technology | 8.25 | 13.31 | +5.06 | +4.89 | 0.00 | −0.56 | +0.73 |
| Foundational Education | Human Capital | 11.25 | 15.84 | +4.59 | +4.76 | 0.00 | −0.26 | +0.09 |
| Global Value Chain Position | Trade & Investment | 11.67 | 16.21 | +4.54 | +4.82 | 0.00 | −0.57 | +0.29 |
| Trade Policy & Market Access | Trade & Investment | 14.25 | 18.77 | +4.52 | +4.86 | 0.00 | −0.41 | +0.07 |
| Export Capability & Sophistication | Trade & Investment | 11.67 | 15.93 | +4.26 | +4.83 | 0.00 | −0.57 | +0.01 |
| Investment Attraction & Projection | Trade & Investment | 12.33 | 16.48 | +4.15 | +4.44 | 0.00 | −0.43 | +0.14 |
| Economic Output & Productivity | Production & Innovation | 12.00 | 16.06 | +4.06 | +4.22 | 0.00 | −0.45 | +0.29 |
| Fiscal Capacity & Public Finance | Financial Strength | 12.50 | 16.21 | +3.71 | +4.37 | 0.00 | −1.16 | +0.51 |
| Economic Leverage & Dependence | Trade & Investment | 11.33 | 14.80 | +3.47 | +3.38 | 0.00 | −0.58 | +0.66 |
| Advanced Education | Human Capital | 13.00 | 16.36 | +3.36 | +3.58 | 0.00 | −0.65 | +0.43 |
| Energy Technologies | Critical Technology | 9.80 | 12.77 | +2.97 | +3.22 | 0.00 | −0.55 | +0.30 |
| Sensing, Timing & Navigation | Critical Technology | 8.80 | 11.77 | +2.97 | +3.42 | 0.00 | −0.56 | +0.10 |
| Trade Facilitation & Logistics | Trade & Investment | 12.00 | 14.84 | +2.84 | +3.25 | 0.00 | −0.43 | +0.03 |
| Digital & Services Trade | Trade & Investment | 12.00 | 14.39 | +2.39 | +3.39 | 0.00 | −1.14 | +0.14 |
| Nuclear Deterrence | National Security | 0.00 | 1.79 | +1.79 | +1.81 | 0.00 | 0.00 | −0.02 |
| Advanced Materials & Manufacturing | Critical Technology | 10.43 | 11.94 | +1.51 | +1.61 | 0.00 | −0.54 | +0.45 |
| Sovereign Capital & External Financial Power | Financial Strength | 10.80 | 12.11 | +1.31 | +1.58 | 0.00 | −0.56 | +0.29 |
| Communications & Digital Infrastructure | Strategic Infrastructure | 13.43 | 14.65 | +1.22 | +1.28 | 0.00 | −0.14 | +0.08 |
| Quantum Technologies | Critical Technology | 6.25 | 7.38 | +1.13 | +1.19 | 0.00 | −0.58 | +0.52 |
| Space Technologies | Critical Technology | 9.33 | 10.22 | +0.89 | +1.35 | 0.00 | −0.55 | +0.09 |
| Advanced Manufacturing | Strategic Infrastructure | 13.80 | 14.54 | +0.74 | 0.00 | 0.00 | −0.14 | +0.88 |
| Information Environment & Strategic Communication | Information & Influence | 11.33 | 12.04 | +0.71 | +1.69 | 0.00 | −1.16 | +0.18 |
| Innovation & Commercialisation | Production & Innovation | 11.00 | 11.53 | +0.53 | 0.00 | 0.00 | −0.46 | +0.99 |
| Strategic Strike & Missile Defence | National Security | 6.33 | 6.83 | +0.50 | +0.52 | 0.00 | 0.00 | −0.01 |
| Cyber & Electromagnetic Operations | National Security | 9.33 | 9.81 | +0.48 | 0.00 | 0.00 | 0.00 | +0.48 |
| Transport Infrastructure | Strategic Infrastructure | 13.38 | 13.82 | +0.44 | 0.00 | 0.00 | 0.00 | +0.44 |
| Resource Infrastructure | Strategic Infrastructure | 16.00 | 16.43 | +0.43 | 0.00 | 0.00 | −0.13 | +0.56 |
| Social Infrastructure | Strategic Infrastructure | 12.73 | 13.14 | +0.41 | 0.00 | 0.00 | −0.14 | +0.55 |
| Force Generation & Mobilisation | National Security | 12.67 | 12.99 | +0.32 | 0.00 | 0.00 | 0.00 | +0.32 |
| Intelligence & Assessment | National Security | 11.00 | 11.23 | +0.23 | 0.00 | 0.00 | 0.00 | +0.23 |
| Energy Infrastructure | Strategic Infrastructure | 14.00 | 14.19 | +0.19 | 0.00 | 0.00 | +0.01 | +0.18 |
| Air Power | National Security | 12.00 | 12.17 | +0.17 | 0.00 | 0.00 | 0.00 | +0.17 |
| Land Power | National Security | 12.00 | 12.12 | +0.12 | 0.00 | 0.00 | 0.00 | +0.12 |
| Joint Command, Projection & Sustainment | National Security | 11.50 | 11.58 | +0.08 | 0.00 | 0.00 | 0.00 | +0.08 |
| Space, Aerospace & Defence Infrastructure | Strategic Infrastructure | 12.50 | 12.53 | +0.03 | 0.00 | 0.00 | −0.14 | +0.17 |
| Water, Sanitation & Waste Infrastructure | Strategic Infrastructure | 12.20 | 12.22 | +0.02 | 0.00 | 0.00 | −0.14 | +0.16 |
| Maritime Power | National Security | 12.00 | 12.02 | +0.02 | 0.00 | 0.00 | 0.00 | +0.02 |
| Health System Capability | Human Capital | 13.00 | 13.01 | +0.01 | 0.00 | 0.00 | −0.26 | +0.27 |
| Space Operations | National Security | 7.33 | 7.29 | −0.04 | 0.00 | 0.00 | 0.00 | −0.04 |
| Biotechnology & Health Technologies | Critical Technology | 12.60 | 12.51 | −0.09 | 0.00 | 0.00 | −0.52 | +0.42 |
| Diplomatic Statecraft & Global Networks | Information & Influence | 14.25 | 14.16 | −0.09 | 0.00 | 0.00 | −0.52 | +0.43 |
| National Resilience & Crisis Management | Governance & Integrity | 12.20 | 12.06 | −0.14 | 0.00 | 0.00 | −0.17 | +0.04 |
| Agriculture & Food Infrastructure | Strategic Infrastructure | 14.25 | 14.11 | −0.14 | 0.00 | 0.00 | −0.13 | −0.01 |
| Culture, Language & Education Diplomacy | Information & Influence | 13.60 | 13.44 | −0.16 | 0.00 | 0.00 | −0.53 | +0.36 |
| Financial Infrastructure | Strategic Infrastructure | 15.75 | 15.56 | −0.19 | 0.00 | 0.00 | −0.13 | −0.06 |
| Transparency, Oversight & Accountability | Governance & Integrity | 12.67 | 12.48 | −0.19 | 0.00 | 0.00 | −0.17 | −0.02 |
| Justice System & Fundamental Rights | Governance & Integrity | 11.50 | 11.28 | −0.22 | 0.00 | 0.00 | −0.18 | −0.04 |
| Internal Security & Order | Governance & Integrity | 10.67 | 10.45 | −0.22 | 0.00 | 0.00 | −0.18 | −0.04 |
| Public Integrity & Anti-Corruption | Governance & Integrity | 12.00 | 11.78 | −0.22 | 0.00 | 0.00 | −0.18 | −0.04 |
| Population Health | Human Capital | 11.33 | 11.09 | −0.24 | 0.00 | 0.00 | −0.27 | +0.02 |
| Monetary & Currency Capability | Financial Strength | 14.33 | 14.08 | −0.25 | 0.00 | 0.00 | −0.52 | +0.28 |
| Government Effectiveness & Public Administration | Governance & Integrity | 13.20 | 12.92 | −0.28 | 0.00 | 0.00 | −0.34 | +0.06 |
| Early Childhood Development | Human Capital | 13.00 | 12.70 | −0.30 | 0.00 | 0.00 | −0.26 | −0.04 |
| Structural Transformation & Complexity | Production & Innovation | 11.67 | 11.33 | −0.34 | 0.00 | 0.00 | −0.46 | +0.12 |
| Industrial & Sectoral Base | Production & Innovation | 14.50 | 14.14 | −0.36 | 0.00 | 0.00 | −0.43 | +0.08 |
| Regulatory Governance & Strategic Controls | Governance & Integrity | 10.67 | 10.29 | −0.38 | 0.00 | 0.00 | −0.37 | 0.00 |
| Political Institutions & Civic Participation | Governance & Integrity | 14.00 | 13.59 | −0.41 | 0.00 | 0.00 | −0.47 | +0.06 |
| Business Dynamism & Entrepreneurship | Production & Innovation | 11.50 | 10.99 | −0.51 | 0.00 | 0.00 | −0.46 | −0.06 |
| Diaspora & Global Communities | Information & Influence | 10.00 | 9.48 | −0.52 | 0.00 | 0.00 | −0.56 | +0.04 |
| Financial System Depth & Access | Financial Strength | 14.20 | 13.66 | −0.54 | 0.00 | 0.00 | −0.53 | −0.01 |
| Labour & Employment | Production & Innovation | 11.00 | 10.46 | −0.54 | 0.00 | 0.00 | −1.06 | +0.52 |
| Financial Regulation & Integrity | Financial Strength | 13.25 | 12.67 | −0.58 | 0.00 | 0.00 | −0.54 | −0.04 |
| Financial Stability & Crisis Management | Financial Strength | 13.67 | 13.08 | −0.59 | 0.00 | 0.00 | −0.53 | −0.06 |
Seed 3 of experiment mcts-m2.m2-bra-mcts-score-sum. The simulation can be reproduced exactly from the experiment's configuration, its versions and this seed.