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Adaptive Economic Operating System

A feedback-controlled market economy designed around human wellbeing, productive freedom, circular resource use and measurable public value.

Solution section

Closed-Loop Fiscal Control

The adaptive tax law itself, its stability requirements, and the distributional safeguard that has to bind alongside it.

Closed-loop fiscal control

A fixed-rate environmental or circularity tax has an obvious weakness: it does not know whether it is working. This proposal instead treats the signal as a feedback controller.

Given a desired trajectory for a physical outcome, r_m(t) (for example, virgin-material consumption in a product category), and an observed trajectory y_m(t), define the control error

em(t)=ym(t)rm(t).e_m(t) = y_m(t) - r_m(t).

In its simplest conceptual form, the fiscal signal then adapts:

τt+1=τt+Kem(t).\tau_{t+1} = \tau_t + K \, e_m(t).

If virgin-material consumption stays persistently above the desired trajectory (e_m(t) > 0), the fiscal signal strengthens; if circular supply chains, reuse and substitution bring consumption below the desired path (e_m(t) < 0), it can ease.

This is explicitly not a proposal to change tax rates continuously or unpredictably. Manufacturers need investment horizons; consumers need predictable prices. A workable version of this controller needs, at minimum:

  • a bounded rate of change, |τ(t+1) − τ(t)| ≤ Δτ_max;
  • smoothing and minimum policy review periods rather than instantaneous adjustment;
  • forward guidance, so the direction of travel is known well before it is acted on;
  • appropriate policy timescales — quarters or years, not days;
  • an explicit distributional safeguard alongside the physical target, for example VirginMaterials(t) ≤ M̄(t) and Pr(DEC_i(t) < 0) ≤ ε, so that reducing resource throughput does not do so by pushing vulnerable households below acceptable discretionary economic capacity.

That last constraint is not a footnote — a controller that hits its physical target by making low-income households unable to replace a broken essential appliance has not solved the problem, it has relocated it. See Distribution-aware control under Evidence for the associated testable claim.