Bian's Q=dI/dt Energy Intelligence Conversion Equation: THE METER OF TOMORROW – NeuraPump MBA Pedagogy unifies Reality-Settled World-Model Compression with Universal Epistemology, 《矛盾论》, Cybernetics, Evolution, 《实践论》, Q-Meter, Comparative X-Ray, and Maverick’s MavGit = MavIntent + MavPi Reality-Bound Evolution Engine into a universal framework for measuring and manufacturing progress across education, organizations, nations, and civilization: Reality > Model > Authority; Epistemology establishes what is true, Contradiction performs Reality-bounded dimensional reduction to identify the dominant Loss and dominant aspect under current Boundary Conditions, Cybernetics selects the controllable lever, Evolution manufactures bounded Candidates, and Praxis forces them into Actual so Reality alone decides Promotion or Rollback. Bian-Ford’s Energy–Intelligence Conversion Equation evolves by chain rule from V1: Q_E=dI_verified/dE, which grounds intelligence formation in Energy → Computation → Structural Change → Capability, to V2: Q=dI_verified/dt_irreversible_human=(dI/dE)x(dE/dt), where approximately constant energy flow Ė≈P_0 makes irreversible Human Time the practical meter, and to V3: ρ_I=dI_verified/dW, Word Intelligence Density, where Q=ρ_I(dW/dt) and Compression without Rehydration = Deletion; only an Exact Core that can later regenerate the Temporal-Causal world, transfer to unseen problems, and survive No-Cue, No-Hint, Cold-Start, Retention, Automaticity, and Reality tests counts as intelligence. Q measures verified State formation per irreversible hour, while Q' measures whether that formation rate itself is accelerating or decelerating; together they expose Historical Garbage Time — time consumed with Q≈0, destructive regression with Q<0, or a deteriorating production function when Q'<0 — without hallucinating an unmeasurable intelligence stock: Measure the verified delta; use a denominator only when the denominator deserves to exist. This shares DCF’s deeper logic that State is not Progress — DCF prices expected future growth while Q-Meter audits realized formation — and Comparative X-Ray supplies the missing “Compared with what?” through Same Start + Same Clock + Same Gate comparisons, making Comparative Advantage a downstream allocation theorem built upon the more fundamental comparative measurement constitution; a system may have positive Q yet retreat against a moving frontier when Q_relative=Q_self-Q_frontier<0. MavIntent closes only the Next Executable World through Complete World + CHANGE + INVARIANTS + ACCEPTANCE, MavPi manufactures bounded mutations, fast Reality contact selects the Next Stable, and One Sovereign Current Stable eliminates rediscovery, waiting, obsolete coordination, inherited interfaces, and other Low-Q costs while preserving causal law, safety, invariants, and Ground Truth; thus surface order, institutional age, size, prestige, or talent turnover never settles the verdict — Old ≠ Dead, Large ≠ Dead, Chaos ≠ Decline, Order ≠ Progress — and the decisive dynamic question is whether Loss can still generate Reality-surviving Next Stable or Q_adaptive→0. Human commands execution; Reality commands promotion; the Future remains open, and every person, school, firm, nation, and civilization ultimately faces the same two audits: What new verified State did irreversible Human Time produce, and Compared with what?