Kardashev II Action Path

Generated: 2025-04-01T00:00:00Z

Core equilibrium signals

• Free energy margin: 42.56%
• Free energy runway: 0.50 hours (gap 0.51h, 137,388.64 GWh)
• Buffered free energy: 204,270.42 GW above buffer (69,600.00 GW required)
• Utilisation: 57.91% (safety margin 14.50%)
• Gibbs free energy: 484,813,513.10 GJ
• Runway adjustment plan: orbital: +329,732.75 GW (100.0%) (total +329,732.75 GW)
• Hamiltonian stability: 71.3%
• Composite Hamiltonian stability: 77.0% (Δ 13.1% to target 90.0%)
• Nash product: 83.3%
• Shapley fairness: 99.6%
• Coalition stability: 89.9%
• Free energy per agent: 0.098942 GJ
• Welfare potential: 87.6%

Primary action

Stabilize mission Hamiltonian

• Status: needs-action
• Target: Mission Hamiltonian stability ≥ 90% and headroom ≥ 5%.
• Priority: 27.3%
• Rationale: Stability 61.0% · headroom 35.0%
• Action: Rebalance mission timelines and energy buffers to regain Hamiltonian stability.

Action path

Step 1: Stabilize mission Hamiltonian

• Status: needs-action
• Target: Mission Hamiltonian stability ≥ 90% and headroom ≥ 5%.
• Priority: 27.3%
• Rationale: Stability 61.0% · headroom 35.0%
• Action: Rebalance mission timelines and energy buffers to regain Hamiltonian stability.

Step 2: Stabilize free energy buffer

• Status: needs-action
• Target: Free energy margin ≥ 70%, runway ≥ 1h, Hamiltonian stability ≥ 90%, utilisation ≤ 85.5%.
• Priority: 26.0%
• Rationale: Free energy 42.6% · Hamiltonian 71.3% · runway 0.50h · utilisation 57.9% (margin 14.5%)
• Action: Increase reserve buffers or smooth demand variance to restore Hamiltonian stability. Add ~137388.64 GWh (494599118 GJ) to hit the 1h runway. Reserve boost plan: orbital: +329,732.75 GW (100.0%) (total +329,732.75 GW).

Step 3: Reinforce sentient welfare balance

• Status: on-track
• Target: Coalition stability ≥ 85% and inequality ≤ 30%.
• Priority: 12.3%
• Rationale: Coalition 89.9% · inequality 5.1%
• 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: 8.2%
• Rationale: Deviation 14.5% · strategy 85.5%
• 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: 0.9%
• Rationale: Slack 99.4% · 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: 0.8%
• Rationale: Availability 98.1% · failover ok
• Action: Sustain quorum failover coverage and monitor deviation drift.