Simulation 27
Brazil, tree search, 20 years, seed 27: a good simulation (90th percentile) of the experiment's 50. Capability index 11.69 at the 2026 position, 14.16 in 2046; 100 actions over 20 rounds and 0 shocks.
Model 0.1.0 · graph 0.2.0 · parameters 0.1.0 · seed 27
The experiment · The other representative simulations: 3 (median simulation), 10 (a poor simulation (10th percentile))
Outcome
From the 2026 position to 2046.
- Capability index
- 14.16 (+2.47)
- From 11.69
- Rank by index
- 17
- From 30
- Domains at Tier 1
- 1
- From 0
- Events
- 0 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 |
| 11.72 +0.030 | |
| 2028 |
| 11.76 +0.039 | |
| 2029 |
| 11.83 +0.074 | |
| 2030 |
| 11.95 +0.111 | |
| 2031 |
| 12.09 +0.141 | |
| 2032 |
| 12.22 +0.136 | |
| 2033 |
| 12.36 +0.134 | |
| 2034 |
| 12.47 +0.118 | |
| 2035 |
| Water-efficient food leap | 12.63 +0.152 |
| 2036 |
| 12.76 +0.128 | |
| 2037 |
| 12.90 +0.144 | |
| 2038 |
| 13.08 +0.178 | |
| 2039 |
| 13.22 +0.148 | |
| 2040 |
| 13.34 +0.113 | |
| 2041 |
| 13.47 +0.133 | |
| 2042 |
| 13.59 +0.118 | |
| 2043 |
| 13.75 +0.163 | |
| 2044 |
| 13.86 +0.106 | |
| 2045 |
| Clean power threshold | 13.99 +0.134 |
| 2046 |
| 14.16 +0.169 |
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 | 4 | 4 | 4 | 4 | 4 | 2 | 2 |
| 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 | 5 | 5 | 5 | 5 | 5 | 4 | 4 |
| Human Capital | 7 | 6 | 6 | 4 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| Information & Influence | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 |
| Governance & Integrity | 9 | 9 | 9 | 9 | 9 | 9 | 9 | 9 | 9 | 9 | 9 | 9 | 9 | 9 | 9 | 9 | 9 | 9 | 9 | 9 | 8 |
| Financial Strength | 9 | 9 | 9 | 9 | 9 | 9 | 9 | 9 | 9 | 9 | 9 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 7 | 7 | 7 |
| Production & Innovation | 8 | 8 | 8 | 8 | 6 | 6 | 6 | 5 | 5 | 5 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 |
| Trade & Investment | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 5 | 5 | 5 | 5 | 5 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 |
Probes
What the experiment's counterfactual probes found, paired seed by seed on its first 5 seeds: the same simulation with one thing changed, the difference at the horizon.
| Probe | Index | Score sum | Tier 1 |
|---|---|---|---|
| Hold instead of the method | −2.318 | −166.9 | −1.60 |
| No shocks | +0.454 | +33.0 | −0.40 |
| Replay of the recorded actions (must change nothing) | 0.000 | 0.0 | 0.00 |
| Without the 1st largest decision | −0.019 | −1.4 | 0.00 |
| Without the 2nd largest decision | −0.015 | −1.3 | 0.00 |
| Without the 3rd largest decision | −0.021 | −1.5 | 0.00 |
| Without the 4th largest decision | −0.023 | −1.4 | 0.00 |
| Without the 5th largest decision | −0.014 | −1.1 | 0.00 |
| Without the 1st largest shock | +0.330 | +23.3 | +0.40 |
| Without the 2nd largest shock | +0.157 | +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 |
|---|---|---|---|---|---|---|---|---|
| Digital & AI Competence | Human Capital | 10.50 | 19.43 | +8.93 | +8.33 | 0.00 | +0.16 | +0.44 |
| Artificial Intelligence | Critical Technology | 9.33 | 18.07 | +8.74 | +6.76 | 0.00 | +0.19 | +1.79 |
| Lifelong Learning & Reskilling | Human Capital | 10.67 | 18.41 | +7.74 | +7.47 | 0.00 | +0.16 | +0.11 |
| Technical & Vocational Skills | Human Capital | 12.50 | 20.00 | +7.50 | +6.97 | 0.00 | +0.33 | +0.36 |
| Foundational Education | Human Capital | 11.25 | 18.66 | +7.41 | +7.08 | 0.00 | +0.16 | +0.17 |
| Connectivity, Cyber & Trust Technologies | Critical Technology | 9.40 | 16.76 | +7.36 | +7.00 | 0.00 | +0.19 | +0.17 |
| Semiconductors & Advanced Computing | Critical Technology | 5.33 | 12.65 | +7.32 | +7.01 | 0.00 | +0.19 | +0.12 |
| Research Talent & Knowledge Creation | Human Capital | 11.67 | 18.88 | +7.21 | +6.42 | 0.00 | +0.16 | +0.63 |
| Development Cooperation & Global Assistance | Information & Influence | 10.00 | 17.16 | +7.16 | +6.51 | 0.00 | +0.09 | +0.56 |
| Technology Adoption & Diffusion | Production & Innovation | 11.50 | 17.95 | +6.45 | +5.10 | 0.00 | +0.37 | +0.98 |
| Alliances & Security Cooperation | Information & Influence | 12.00 | 18.11 | +6.11 | +5.78 | 0.00 | +0.09 | +0.24 |
| Robotics & Autonomous Systems | Critical Technology | 8.25 | 14.08 | +5.83 | +4.88 | 0.00 | +0.19 | +0.77 |
| Economic Output & Productivity | Production & Innovation | 12.00 | 17.80 | +5.80 | +5.18 | 0.00 | +0.19 | +0.44 |
| Advanced Education | Human Capital | 13.00 | 18.55 | +5.55 | +4.71 | 0.00 | +0.16 | +0.68 |
| Global Value Chain Position | Trade & Investment | 11.67 | 17.01 | +5.34 | +4.76 | 0.00 | +0.19 | +0.39 |
| Export Capability & Sophistication | Trade & Investment | 11.67 | 16.72 | +5.05 | +4.75 | 0.00 | +0.19 | +0.11 |
| Trade Facilitation & Logistics | Trade & Investment | 12.00 | 17.04 | +5.04 | +4.77 | 0.00 | +0.19 | +0.08 |
| Investment Attraction & Projection | Trade & Investment | 12.33 | 17.10 | +4.77 | +4.45 | 0.00 | +0.19 | +0.14 |
| Fiscal Capacity & Public Finance | Financial Strength | 12.50 | 16.98 | +4.48 | +3.82 | 0.00 | +0.12 | +0.54 |
| Economic Leverage & Dependence | Trade & Investment | 11.33 | 15.60 | +4.27 | +3.35 | 0.00 | +0.19 | +0.74 |
| Trade Policy & Market Access | Trade & Investment | 14.25 | 18.27 | +4.02 | +3.62 | 0.00 | +0.19 | +0.21 |
| Energy Technologies | Critical Technology | 9.80 | 13.66 | +3.86 | +3.18 | 0.00 | +0.23 | +0.44 |
| Digital & Services Trade | Trade & Investment | 12.00 | 15.84 | +3.84 | +3.34 | 0.00 | +0.19 | +0.30 |
| Sensing, Timing & Navigation | Critical Technology | 8.80 | 12.54 | +3.74 | +3.41 | 0.00 | +0.19 | +0.14 |
| Advanced Materials & Manufacturing | Critical Technology | 10.43 | 14.05 | +3.62 | +3.08 | 0.00 | +0.19 | +0.35 |
| Regulatory Governance & Strategic Controls | Governance & Integrity | 10.67 | 13.27 | +2.60 | +2.22 | 0.00 | +0.37 | +0.01 |
| Sovereign Capital & External Financial Power | Financial Strength | 10.80 | 12.90 | +2.10 | +1.57 | 0.00 | +0.12 | +0.41 |
| Information Environment & Strategic Communication | Information & Influence | 11.33 | 13.28 | +1.95 | +1.65 | 0.00 | +0.09 | +0.21 |
| Strategic Strike & Missile Defence | National Security | 6.33 | 8.02 | +1.69 | +1.61 | 0.00 | 0.00 | +0.07 |
| Space Technologies | Critical Technology | 9.33 | 10.97 | +1.64 | +1.34 | 0.00 | +0.19 | +0.11 |
| Communications & Digital Infrastructure | Strategic Infrastructure | 13.43 | 15.07 | +1.64 | +1.29 | 0.00 | +0.19 | +0.16 |
| Space Operations | National Security | 7.33 | 8.91 | +1.58 | +1.54 | 0.00 | 0.00 | +0.04 |
| Innovation & Commercialisation | Production & Innovation | 11.00 | 12.52 | +1.52 | 0.00 | 0.00 | +0.19 | +1.33 |
| Nuclear Deterrence | National Security | 0.00 | 1.37 | +1.37 | +1.38 | 0.00 | 0.00 | −0.01 |
| Biotechnology & Health Technologies | Critical Technology | 12.60 | 13.94 | +1.34 | 0.00 | 0.00 | +0.33 | +1.02 |
| Resource Infrastructure | Strategic Infrastructure | 16.00 | 16.98 | +0.98 | 0.00 | 0.00 | +0.23 | +0.75 |
| Quantum Technologies | Critical Technology | 6.25 | 7.16 | +0.91 | 0.00 | 0.00 | +0.19 | +0.73 |
| Social Infrastructure | Strategic Infrastructure | 12.73 | 13.62 | +0.89 | 0.00 | 0.00 | +0.19 | +0.70 |
| Transport Infrastructure | Strategic Infrastructure | 13.38 | 14.24 | +0.86 | 0.00 | 0.00 | +0.33 | +0.54 |
| Advanced Manufacturing | Strategic Infrastructure | 13.80 | 14.61 | +0.81 | 0.00 | 0.00 | +0.19 | +0.62 |
| Cyber & Electromagnetic Operations | National Security | 9.33 | 10.07 | +0.74 | 0.00 | 0.00 | 0.00 | +0.74 |
| Intelligence & Assessment | National Security | 11.00 | 11.67 | +0.67 | 0.00 | 0.00 | 0.00 | +0.67 |
| Labour & Employment | Production & Innovation | 11.00 | 11.58 | +0.58 | 0.00 | 0.00 | +0.19 | +0.39 |
| Health System Capability | Human Capital | 13.00 | 13.56 | +0.56 | 0.00 | 0.00 | +0.16 | +0.40 |
| Diplomatic Statecraft & Global Networks | Information & Influence | 14.25 | 14.80 | +0.55 | 0.00 | 0.00 | +0.09 | +0.46 |
| Water, Sanitation & Waste Infrastructure | Strategic Infrastructure | 12.20 | 12.74 | +0.54 | 0.00 | 0.00 | +0.33 | +0.22 |
| Culture, Language & Education Diplomacy | Information & Influence | 13.60 | 14.13 | +0.53 | 0.00 | 0.00 | +0.09 | +0.44 |
| Government Effectiveness & Public Administration | Governance & Integrity | 13.20 | 13.72 | +0.52 | 0.00 | 0.00 | +0.37 | +0.14 |
| Energy Infrastructure | Strategic Infrastructure | 14.00 | 14.44 | +0.44 | 0.00 | 0.00 | +0.23 | +0.21 |
| Space, Aerospace & Defence Infrastructure | Strategic Infrastructure | 12.50 | 12.93 | +0.43 | 0.00 | 0.00 | +0.19 | +0.25 |
| Structural Transformation & Complexity | Production & Innovation | 11.67 | 12.08 | +0.41 | 0.00 | 0.00 | +0.19 | +0.22 |
| Agriculture & Food Infrastructure | Strategic Infrastructure | 14.25 | 14.65 | +0.40 | 0.00 | 0.00 | +0.33 | +0.08 |
| National Resilience & Crisis Management | Governance & Integrity | 12.20 | 12.54 | +0.34 | 0.00 | 0.00 | +0.19 | +0.15 |
| Political Institutions & Civic Participation | Governance & Integrity | 14.00 | 14.32 | +0.32 | 0.00 | 0.00 | +0.19 | +0.14 |
| Industrial & Sectoral Base | Production & Innovation | 14.50 | 14.82 | +0.32 | 0.00 | 0.00 | +0.23 | +0.08 |
| Force Generation & Mobilisation | National Security | 12.67 | 12.94 | +0.27 | 0.00 | 0.00 | 0.00 | +0.27 |
| Population Health | Human Capital | 11.33 | 11.60 | +0.27 | 0.00 | 0.00 | +0.16 | +0.11 |
| Monetary & Currency Capability | Financial Strength | 14.33 | 14.59 | +0.26 | 0.00 | 0.00 | +0.12 | +0.14 |
| Financial System Depth & Access | Financial Strength | 14.20 | 14.44 | +0.24 | 0.00 | 0.00 | +0.23 | +0.01 |
| Early Childhood Development | Human Capital | 13.00 | 13.23 | +0.23 | 0.00 | 0.00 | +0.16 | +0.07 |
| Business Dynamism & Entrepreneurship | Production & Innovation | 11.50 | 11.73 | +0.23 | 0.00 | 0.00 | +0.19 | +0.05 |
| Financial Infrastructure | Strategic Infrastructure | 15.75 | 15.96 | +0.21 | 0.00 | 0.00 | +0.19 | +0.03 |
| Internal Security & Order | Governance & Integrity | 10.67 | 10.88 | +0.21 | 0.00 | 0.00 | +0.19 | +0.03 |
| Public Integrity & Anti-Corruption | Governance & Integrity | 12.00 | 12.21 | +0.21 | 0.00 | 0.00 | +0.19 | +0.02 |
| Air Power | National Security | 12.00 | 12.20 | +0.20 | 0.00 | 0.00 | 0.00 | +0.20 |
| Transparency, Oversight & Accountability | Governance & Integrity | 12.67 | 12.87 | +0.20 | 0.00 | 0.00 | +0.19 | +0.01 |
| Justice System & Fundamental Rights | Governance & Integrity | 11.50 | 11.69 | +0.19 | 0.00 | 0.00 | +0.19 | +0.01 |
| Financial Regulation & Integrity | Financial Strength | 13.25 | 13.44 | +0.19 | 0.00 | 0.00 | +0.12 | +0.07 |
| Land Power | National Security | 12.00 | 12.17 | +0.17 | 0.00 | 0.00 | 0.00 | +0.17 |
| Diaspora & Global Communities | Information & Influence | 10.00 | 10.16 | +0.16 | 0.00 | 0.00 | +0.09 | +0.06 |
| Financial Stability & Crisis Management | Financial Strength | 13.67 | 13.79 | +0.12 | 0.00 | 0.00 | +0.12 | +0.01 |
| Joint Command, Projection & Sustainment | National Security | 11.50 | 11.60 | +0.10 | 0.00 | 0.00 | 0.00 | +0.10 |
| Maritime Power | National Security | 12.00 | 12.03 | +0.03 | 0.00 | 0.00 | 0.00 | +0.03 |
Seed 27 of experiment mcts-m2.m2-bra-mcts-index. The simulation can be reproduced exactly from the experiment's configuration, its versions and this seed.