By questions
Validated
Named evidence, named person, named struggle. Is this a real problem — or a projected one?
Pressure question: What would I accept as proof that this problem is real?
Setpoint
Not every positive loop is virtuous. The difference is the setpoint — a corrective loop holds a fixed target; a virtuous loop raises its own target each cycle.
06 Loops
Most loops amplify. The question is whether they amplify toward a fixed ceiling or toward a rising standard. Only the virtuous loop improves the thing it measures.
Live control loop
The Trap
A flywheel that grows monthly active users, refines its recommendation engine, and drives more engagement is corrective. It is optimising toward one fixed metric — engagement — and the metric itself is never questioned.
A corrective loop gives you stability. The thermostat holds the room at 21°C. The algorithm holds the feed at maximum time-on-site. The revenue target holds the team at this quarter's number. None of them ask whether the target is right. That is the definition of a corrective loop: it holds the setpoint, it does not raise it.
The virtuous loop does the thing corrective loops cannot: it looks back at the setpoint itself, asks whether that target was worth holding, and then raises it. Each cycle the system becomes the kind of system that can ask a better question. That is the only compounding that matters.
VVFL Test
The VVFL test runs in sequence. Each instrument is a gate. Miss any one and the loop can still run — but it is not virtuous.
By questions
Named evidence, named person, named struggle. Is this a real problem — or a projected one?
Pressure question: What would I accept as proof that this problem is real?
By principles
The gain must align with values, not just the metric. Does this serve the system, or deplete it?
Pressure question: If this loop runs for ten years, who benefits and who pays?
By outputs
Proof reaches back to the setpoint and raises or kills it. Did the cycle improve the starting condition?
Pressure question: What signal tells me this cycle raised the floor for the next?
By platform
The platform absorbs the lesson and lowers the next cycle's cost. Can we do it again, better?
Pressure question: What must change in the template so the next run starts higher?
Tight Five
The five rungs of the loop are not equally weighted. Standards carry disproportionate leverage: one improvement to a standard propagates across every implementation that inherits it. This is the legacy rule — every cycle must leave the template stronger than it was found.
Name the real problem. Each cycle, better questions open more opportunity and reveal what the previous cycle missed.
Align every gain with values. The controller rejects gains that serve the metric while violating the system's purpose.
Repeat the tested process. Protocols turn one successful cycle into reproducible output — captured reality you can inspect.
The compounding point. One improvement to a standard propagates across every implementation that inherits it. This is where the loop earns leverage.
Infrastructure that routes attention and lowers the cost of the next cycle. The platform is the legacy rule made durable.
The arrow points back to Questions — not to the same questions, but to better ones. Each cycle, the platform lowers the cost of finding them. Improve protocols and the platform lowers cost. Strengthen the platform and more opportunity opens. Raise resilience and the next cycle starts higher. This is not metaphor — it is mechanics.
Meaningful Endeavour
A loop that compounds extraction is not virtuous because it grows. The distinction is what the setpoint measures, and whether raising it serves the system or depletes it. Growth is not proof of virtue. Growth in what direction is the question.
The virtuous loop raises the target for the people in it, for the community it serves, and for the biosphere it depends on. The kill signal is not failure — it is when the setpoint stops rising. A loop that holds its own target has become corrective. A loop whose setpoint declines has become extractive. Both are recoverable if caught early.
Outward Gauge
Classify one real loop in your own work. Name its current type, its setpoint, and the one move that would raise the setpoint. If you cannot name a move that raises the setpoint, the loop is corrective at best — and that is fine, as long as you know it.
Loop you run today: Current type (runaway / corrective / virtuous): Current setpoint: The one move that raises the setpoint: Kill signal (if the setpoint stops rising):