Kardashev II Action Path

Generated: 2025-03-01T00:00:00Z

Core equilibrium signals

• Free energy margin: 20.77%
• Free energy runway: 0.13 hours (gap 0.87h, 957,167.95 GWh)
• Buffered free energy: 290,741.81 GW above buffer (152,500.00 GW required)
• Utilisation: 78.21% (safety margin 12.50%)
• Gibbs free energy: 497,670,518.99 GJ
• Runway adjustment plan: orbital: +2,297,203.08 GW (100.0%) (total +2,297,203.08 GW)
• Hamiltonian stability: 60.4%
• Composite Hamiltonian stability: 73.3% (Δ 16.7% to target 90.0%)
• Nash product: 85.6%
• Shapley fairness: 99.6%
• Coalition stability: 90.0%
• Free energy per agent: 0.111087 GJ
• Welfare potential: 86.0%

Primary action

Stabilize free energy buffer

• Status: needs-action
• Target: Free energy margin ≥ 70%, runway ≥ 1h, Hamiltonian stability ≥ 90%, utilisation ≤ 87.5%.
• Priority: 38.5%
• Rationale: Free energy 20.8% · Hamiltonian 60.4% · runway 0.13h · utilisation 78.2% (margin 12.5%)
• Action: Increase reserve buffers or smooth demand variance to restore Hamiltonian stability. Add ~957167.95 GWh (3445804624 GJ) to hit the 1h runway. Reserve boost plan: orbital: +2,297,203.08 GW (100.0%) (total +2,297,203.08 GW).

Action path

Step 1: Stabilize free energy buffer

• Status: needs-action
• Target: Free energy margin ≥ 70%, runway ≥ 1h, Hamiltonian stability ≥ 90%, utilisation ≤ 87.5%.
• Priority: 38.5%
• Rationale: Free energy 20.8% · Hamiltonian 60.4% · runway 0.13h · utilisation 78.2% (margin 12.5%)
• Action: Increase reserve buffers or smooth demand variance to restore Hamiltonian stability. Add ~957167.95 GWh (3445804624 GJ) to hit the 1h runway. Reserve boost plan: orbital: +2,297,203.08 GW (100.0%) (total +2,297,203.08 GW).

Step 2: Stabilize mission Hamiltonian

• Status: needs-action
• Target: Mission Hamiltonian stability ≥ 90% and headroom ≥ 5%.
• Priority: 27.3%
• Rationale: Stability 61.0% · headroom 11.9%
• Action: Rebalance mission timelines and energy buffers to regain Hamiltonian stability.

Step 3: Reinforce sentient welfare balance

• Status: on-track
• Target: Coalition stability ≥ 85% and inequality ≤ 30%.
• Priority: 11.7%
• Rationale: Coalition 90.0% · inequality 5.3%
• Action: Continue cooperative reward rotations to sustain coalition stability.

Step 4: Tighten Nash allocation

• Status: on-track
• Target: Deviation incentive ≤ 20% and strategy stability ≥ 85%.
• Priority: 5.7%
• Rationale: Deviation 12.1% · strategy 87.9%
• Action: Keep incentive gradients aligned with Nash stability targets.

Step 5: Restore logistics game-theory slack

• Status: on-track
• Target: Game-theory slack ≥ 85% and entropy ratio ≥ 0.9.
• Priority: 1.0%
• Rationale: Slack 99.3% · entropy 1.00
• Action: Maintain corridor utilisation within the equilibrium band.

Step 6: Secure compute quorum failover

• Status: on-track
• Target: Failover within quorum and availability ≥ 95%.
• Priority: 0.7%
• Rationale: Availability 98.2% · failover ok
• Action: Sustain quorum failover coverage and monitor deviation drift.