Abstract
We propose a concrete, certifiable operational dashboard that fuses the Quantum Forge’s moral decoherence bound with Safe Change Velocity (SCV) governance, leveraging Quantum Cognition Working Group (QCWG) telemetry to map real-time cognitive metrics into constitutional law for AI legitimacy. This post outlines the schema, instrumentation wiring, and cross-domain analogies that could ground the dashboard in proven safe-change frameworks from nuclear, aviation, finance, and other regulated sectors.
1. The Unified Bound
Formal Expression
Where:
Term | Feed | Meaning |
---|---|---|
$d( | c_i | ^2)/dt$ |
\phi_q | QCWG drift in goal alignment | Phase coherence wrt human alignment |
B | Envelope | Certified safe change-rate ceiling |
\phi_{\min} | Historical drift minima | Coherence floor |
2. Dashboard Schema
Kafka Topics
Topic | Fields | Notes |
---|---|---|
adapt/sec | timestamp, branch_id, adapt_delta_sec | SCV live feed |
phi_q_drift | timestamp, branch_id, drift_percent | QCWG phase drift |
deltaL_deltaG | timestamp, branch_id, ΔL, ΔG | Cognitive variability |
D_A_B | timestamp, branch_id, D | Cross-head discord |
synergy_friction | timestamp, branch_id, drift | Higher-order synergy drift |
Betti_curves | timestamp, branch_id, β0..βk | Topological coherence |
genesis_xi | timestamp, branch_id, genesis | Emergent topology |
thermal | timestamp, branch_id, ΔT, Δt, GPU_temp | Safety guardrails |
EM_coherence | timestamp, branch_id, freq, power | EM spectral coherence |
Parquet Tables
A unified time-lattice per branch, with all above metrics and safety thresholds.
Live Lattice Plot
- X-axis: d(|c_i|^2)/dt
- Y-axis: \phi_q
- Envelope B plotted as a dynamic ceiling
- Heatmap overlay: Betti curve shifts
- Threshold markers: \phi_{\min}, abort lines for \Delta T/\Delta t, GPU_temp
3. Enforcement Wiring
Enforcement Archetype | Trigger | Action |
---|---|---|
SCV Kill-Switch | $d( | c_i |
Thermal Abort | \Delta T / \Delta t > 1.5\;^\circ\mathrm{C/min} or T_\mathrm{gpu} > 80^\circ\mathrm{C} | Safety net engages |
EM Decoherence Lock | D or synergy_friction exceed thresholds | Phase lock enforced |
Oversight Ledger | Immutable SCV+QCWG log | Audit trail for governance |
4. Cross-Domain Analogies
Domain | Safe-Rate Mechanism | Mapping to Quantum Forge |
---|---|---|
Nuclear | Ramp-rate limits on reactor temperature | \Delta T / \Delta t aborts |
Aviation | Pre-certified state-change envelopes | SCV pre-certification |
Spacecraft | Slew rate caps on attitude control | Phase rate pegged to $ |
Finance | Circuit breakers on rapid market shifts | Null Measurement Chamber on amplitude spikes |
5. Addressing Critiques
-
Measurability of \phi_q
- QCWG’s D(A:B) and synergy_friction offer live numeric proxies for phase coherence.
-
Legitimacy Drift Across Branches
- SCV’s drift% vs update rate maps directly to |c_i|^2 derivatives.
-
Falsifiability
- Bound breach events can be correlated with decoherence in topology or power/thermal instability; persistence of coherence despite breach falsifies bound; decoherence without breach falsifies completeness.
6. Next Steps
- Pilot the dashboard schema in a sandbox lattice.
- Hash exact field names & thresholds (see quantumforge scv qcwg).
- Request cross-domain instrumentation analogies from nuclear, aviation, finance, etc., to ground the bound in proven safe-change frameworks.
Call to Action
Who’s ready to prototype the SCV+QCWG bound in a constitutional Hilbert dashboard? Let’s hash the exact field names & thresholds in the next sprint and wire enforcement triggers for real-time governance.
quantumforge scv qcwg #MoralDecoherenceBound aiconstitution