The rule, exactly. Before an election each citizen chooses: to vote — or to take a payment and not vote in that election. The payment is a percentage of the median income, set by referendum; there is no fixed sum. One ballot is one vote, with no multiplier in the count; the vote is amplified only in that each ballot's share grows as others step out. The budget pays under law; a candidate never pays. Only a referendum of all citizens — simple majority, no quorum — introduces, changes or repeals the rule.
The protocol has been introduced nowhere and no pilot has been run: shares, turnout and outcome figures in the chapters are estimates, and the protocol promises nobody an election victory. If a chapter says otherwise, Exact Answers and the Charter are correct. For a candidate: ten questions and ten steps. For a citizen, a mayor, a finance officer, a donor, a journalist, a scholar, a lawyer: answers by role. Everything in force in one file: llms-full.txt.
The Catharsis Spiral: Yin Leaves, Yang Arrives¶
Chapter: 03 — Theoretical Foundations File: 03_015b · v1 · 16 September 2026 (Gemini dialogue, session 15-09-26) · §6b corrected and §6d added 21 September 2026: direction of the thermostat, why the oscillations should not die down (Claude dialogue, session 21-09-26) Source: a series of analyses of physical analogies (self-tightening knot, chain reaction, crystallisation), the yin-yang of governance, "scorched earth vs terraforming", the cognitive tunnel and its architects, the three-phase forecast, reversibility as anaesthesia. Corrections by the architect. Supplements §13 (game theory), 013b (counterintuitive), 011b (learned helplessness), 019b (the poor voter's price).
How to read this chapter (note of 02.10.2026). The text contains wording that is easy to misread: sums and formulas with coefficients are worked examples: the size of the payment is set as a percentage of the median income approved by referendum; "a x2 vote", "x3", "the weight of a vote" are the arithmetic of a share, not a multiplier: every ballot counts as one; a "reversible" choice means "at the next election": within one election exit is final. The exact-answers sheet 1d and the charter 048m are in force.
1. Three physical analogues: processes that stimulate and complete themselves¶
The architect is looking for a "self-tightening knot" — processes with positive feedback that lead to saturation and fixation in a new stable state. In physics these are autocatalytic and relaxation processes: the process itself generates the energy for its own acceleration, but the same energy consumes the fuel, and it stops irreversibly in a new rigid structure.
The friction hitch (Prusik knot). Without load it slides; under a jerk the tension compresses the coils, friction grows exponentially; the harder you pull, the harder the knot strangles itself until it locks fast. The tension here is the media hysteria of the old elites: the louder the "they want to strip you of your vote for pitiful money!", the more of the indifferent learn that a cheque can be had; the shouting stimulates the outflow of extras; the elites themselves tighten the noose on their own base. Once the extras have taken the money, the knot locks the new architecture.
Chain reaction with burnout. A neutron splits a nucleus, 2–3 neutrons are released, the reaction accelerates exponentially — and ends when the active fuel burns out; the fragments form a stable mass. The dividend is the first neutron in a municipal pilot: one person received it and told a neighbour; the apathetic convert into recipients; the process self-stimulates on greed and micro-rationality and dies out when the "limbic fuel" is burned — those who could be bought for the base dividend are no longer on the voting rolls; a cold core of investors with amplified weight remains.
Crystallisation of a supercooled liquid. Pure water can be cooled below zero — it stays liquid and chaotic in a state of enormous tension; one grain of sand — and in seconds the chaos turns into an ordered crystal, releasing latent heat. Modern society is a supercooled liquid: disillusioned, tense, institutions not working, but everything frozen in chaos because there is no nucleation point. The referendum is the thrown grain: the rules are crystal-clear (left — money, right — power), an avalanche of separation begins, the transition completes itself when everyone finds a place in the new lattice.
The protocol is the trigger of a relaxation process that uses the chaotic energy of the crowd (greed, apathy, the wish for fast money) and the energy of the elites' resistance (media noise) as fuel; it accelerates until it burns populism to the ground and stops in a state of corporate stability. The physicists of complex systems say the same — 036d.2.
2. Yin-yang: decay in both directions¶
The architect's correction: "you underestimated — the decay goes both ways: whoever got the x2 vote does not sleep either, he decays too; this is yin-yang". Two counter-flows. Yin — the dividend consumers: they flow out of governance into passive rent; this is the system's entropy but a necessary cooling — they stop making noise and being the populists' feeding base. Yang — the shareholder-engineers: having received x2/x3, they come under enormous pressure of responsibility and temptation; they become bottlenecks and targets for all the corruption the populists used to consume; the amplified vote is expensive private property, and its owner begins to trade it (not for bribes — through lobbying his interests) until other shareholders unite against him. Stability is achieved not by the absence of struggle but by the struggle flowing from one state to another: when yang overheats and corrupts, it creates contradictions that force part of the mass to become active again. Not a static kingdom of engineers — a living organism with cycles of condensation and dispersal of power. That is thermodynamically efficient: the system does not fight human nature, it builds it into the cycle.
Refinement: "yin leaves, reducing stupidity, and yang, which now sleeps — here is the real answer of a real businessman and millionaire: he does not go into politics, but yang will slowly and constantly provoke him to see x2 and enter politics. An inevitable spiral, at the end — catharsis." A mechanism of forced evolution of elites: the businessman sleeps because the old system is loss-making for him — political capital there is only risks and circles of lobbying. The x2 option instantly changes the ROI: this is not "going into politics" but investing in the capitalisation of his own city. The entry spiral: he takes interest in the protocol as a tool to protect his business → sees that x2 can prevent a stupid law → sees that it can create a law that opens markets → does not notice how he turned from businessman into system player, because the environment makes him. "1 vote is just an opinion; x2 is an asset that shapes the rules." The businessman's silence becomes impossible.
3. ROI 200 % and scorched earth¶
"Are there systems in politics that change ROI by 200 % like AB-EXIT?" In the classical system the voter's ROI is negative or zero: you spend time, nerves and resources, and your share of influence is negligible, while the chance that an "avatar" keeps promises is statistical error. Where in physics and business are multiple jumps hidden at a change of phase: the latent heat of the phase transition (the potential energy of apathy that used to dissipate as noise); Metcalfe's law (a network's value grows as the square of participants; politics before the protocol is "one to many", broadcasting to the passive; the protocol moves to "each with each" — a network of shareholders where ROI turns from linear to exponential). For a businessman the ROI is not 200 % but the preservation and capitalisation of a business that under the old populists would have been destroyed; insurance with a yield unattainable in the "theatre". The businessman does not go into politics now because there is no ROI there — there is a "tax on fools"; the protocol makes entry worthwhile for engineers and pointless for avatars.
What the builders live by now. The scorched-earth strategy: they invest not "in the country" but in assets that can be moved instantly; apoliticism as armour (success is an invitation to dispossession); capitalisation of personal brand, because laws will change but personal resource cannot be taken. Hopes: "slipping through" (personal success as insurance against systemic crisis); exporting the future — children study where the rules are clear and do not depend on the whim of the next populist — an admission of the system's defeat. The children's happiness? Not sure: they pass on capital but not an environment in which it can be safely multiplied; they raise children for emigration; they love their homeland and do not believe it will offer their children anything but danger.
"So the majority of the smartest people in all countries want to kill their country? If they are the smartest, they should succeed." They do — because their intellect is aimed at efficiency inside the system, not at the efficiency of the system itself: superb at profit around barriers, at avoiding taxes that go to parasitic layers; but every smart step taken alone weakens the structure — the tragedy of the commons: each is rational, the sum is the collapse of the village. It is not malice but local rationality: killing the country is a side effect of trying to survive.
The change of sign. "This is when minus becomes plus, and it no longer matters what number stood before the sign." Before, a smart person was a minus for the state (extracting resources to save himself); all the nation's energy went into struggle; the most talented spent intellect on deceiving the system instead of building. As soon as the sign before the coefficient of influence changes (x2, x3): intellect stops hiding offshore — being smart and rich legally gives leverage; creation becomes the highest ROI — investing in the social architecture of the city brings more control, stability and capital than a yacht; the system stops devouring its best children and starts growing them. The chaotic flow of water from a broken dam is directed into turbines: the same water, instead of destruction — light. Scorched earth gives way to terraforming: not "you need not raise children for emigration" as a slogan, but buying the rules of the game that will protect the children rather than exploit them.
Children abroad. The paradox of totalitarian elites: rulers inside, children outside. The architecture of arbitrage: one's own country is a mine for extraction, the West a safe for capital and a biological backup; steal where there are no courts, store where property is sacred. By indirect data (investigations, sanctions lists) at the level of ministers, state corporations, enforcers and top propagandists the share of children living, studying or holding citizenship in "hostile" countries is estimated at 80–95 %; Iran has a term for it — "aghazadeh". The louder they shout about patriotism inside, the farther the children are outside — the elite's coefficient of distrust in its own system. Propaganda covers this with information blockade, the myth of "scouts", sacralisation of the leader in a ring of enemies and a cult of suffering. The protocol is the only way to "bring the children back": if the elite's vote is tied to the efficiency of the living environment through x2/x3, and governing the country yields more profit than storing assets offshore, they will have to develop the environment here so that their heirs are not strangers.
4. The cognitive tunnel and its architects¶
What will a person of modest means choose between fear for an abstract future and money now? The brain follows a biological algorithm: scarcity switches off the prefrontal cortex — all capacity goes to "how to survive today"; different scales of the future — for the well-fed intellectual it is 10–20 years, for the poor it is next Tuesday; hyperbolic discounting — a bird in the hand weighs a hundred times the crane. He will choose the money without hesitation — and that does not make him stupid: he is a rational agent in given circumstances; the protocol does not condemn but respects him, paying a fair price.
"And who drove the worker into this situation, and why? Thirty years ago it did not exist." To be fair, poverty always existed, but there was an industrial contract: one workplace, a predictable wage, planning. The current tunnel is an artificial labyrinth, a symbiosis of the financial sector and political populism: control through anxiety (a financially independent calm middle class is the populist's worst nightmare; for the crowd to vote for avatars it must be in stress; fear is the best engine of turnout); the credit needle instead of income growth (real incomes stopped growing — elites replaced money with cheap credit: mortgages, car loans, cards; the worker works to service debt — a perfect collar that narrows the horizon to the payment date); the inflation tax (money printed for hand-outs, inflation eats savings — the hamster wheel ever faster just to stay in place). You cannot leave this labyrinth by voting for "another politician" — any politician becomes the labyrinth's operator.
The protocol is a hardware fuse at three levels: liquidity without debt (the dividend is not a loan but a return of a share; it goes to deleveraging — paying off microloans and cards; the banks lose their cash cow); stopping the printing press (those for whom money was printed took a fixed cheque and gave up the vote; at the helm are pragmatists whose assets inflation devalues); restoring the horizon (acute debts closed — cortisol falls — the tunnel collapses — the person sees beyond the paycheque; a calm person cannot be governed by a populist). Destroying the "customers of poverty": populists profited from destitution for cheap votes; to a pragmatic investor a destitute population is unprofitable — it does not buy, does not create, lowers capitalisation. For the first time it becomes mathematically unprofitable for the state to keep citizens in chronic stress.
5. Reversibility as anaesthesia and RPG mechanics¶
"He can overcome need and return — how does this thought calm him when he does take the money?" If the refusal were forever (like selling a kidney), the brain would perceive it as self-destruction; guilt would pour out as blind hatred of the engineers. Reversibility changes the chemistry of the decision: substituting a strategic pause for a sale ("I am not selling my rights — I am renting the vote out for a period; I take a pause, the state returns my own taxes so I can solve acute problems" — a crisis manager of his own life, not a traitor); preserving dignity (dignity rests on the potential of choice: while you hold the keys to the door, you need not enter it; "I can become a shareholder at any moment, it's just that jackets for the kids matter more now; when I'm on my feet I'll come back and show them all"); removing the burden of incompetence ("let the clever ones with x2 sort out the budget — they took the responsibility, let them answer"); the recovery cycle (having taken the money and solved the problems, the person leaves the tunnel; over time the self-reassurance "I can always refuse" becomes real ambition).
"'When I'm on my feet I'll come back and show them all' — doesn't that motivate him 100 %, which normally never happens in politics?" The protocol's perpetual motion — a gamification classical politics lacks: there, learned helplessness operates (voted — nothing changed — a fool — apathy — hatred of "the thieves"); here — capitalisation of ambition: a change of enemy (the system is honest — it gave the money; hating it is stupid; anger is redirected at the real problem — one's own financial inadequacy; to "show them" you need not barricades but a better job, a skill, one's own business); a clear quest (level 1 — survival: take the cheque, close debts, gather strength; level 2 — influence: earn yourself, refuse the cheque, get x2, take decisions; the status of majority shareholder cannot be stolen or begged — only grown into); a compressed spring (not all will become millionaires — some stay on the base cheque forever, and the system bears it; but for the active part — youth, the stuck middle class, entrepreneurs in crisis — the temporary refusal of the vote works as a prick to self-esteem that burns every day). For the first time the state creates a system where one can become politically significant only by becoming economically successful. (Cf. 040b.5: the vote as a luxury good.)
6. The three-phase forecast¶
The main indicator is the ratio of those choosing money (yin, stress relief) to those choosing the vote (yang, responsibility).
| Parameter | Phase 1: separation (years 1–3) | Phase 2: recovery (years 4–8) | Phase 3: catharsis (years 9–15) |
|---|---|---|---|
| Choose money (B) | 75–85 % | 40–50 % | 15–20 % |
| Choose the vote (A) | 15–25 % | 50–60 % | 80–85 % |
| Populist budget spending | −60 % | −85 % | → 0 |
| Real income growth | +5 % (base rebound) | +15–25 % | accelerating |
Phase 1 — emergency evacuation: the mathematics of survival; millions in debt slavery press "money", close arrears; 15–25 % take governance, realising their vote is a controlling stake; populists instantly lose 80 % of their audience; the budget stops being spent on bribery and goes to infrastructure, because that is what the pragmatists decide. Phase 2 — leaving the tunnel: the pragmatists clean the economy of corruption and bureaucracy; jobs appear, taxes fall; the one who took the cheque out of hopelessness notices his wage has grown; the dividend stops being a matter of life and death; dignity awakens — some refuse the cheque to protect their new standard of living; small business moves en masse into political shareholding. Phase 3 — crystallisation: 15–20 % on money — the natural base level (temporary crisis: job loss, illness; plus those who care about nothing but the sofa); the system supports them calmly; 80–85 % with the vote — a corporation of equal builders; terraforming complete; even big business must be transparent, because it operates among 85 % with amplified votes and zero tolerance for corruption.
Thus "yin" evolves into "yang" — no longer from fear but from surplus resource. The protocol buys stupidity today to destroy the very need for stupidity tomorrow: it does not treat it with persuasion but changes the environment — the propaganda industry goes bankrupt (the audience does not vote), the tunnel collapses with rising living standards, the prefrontal cortex returns. The "proportion of stupidity" is maximised at the start in order to be destroyed at the end. (Caveat: the phase figures are a model, not a measurement; the repository estimates phase 1 at 55–65 % B, not 75–85 %.)
6b. Phase 3 is an operating point, not an end state¶
A question to the forecast: if in phase 3 only 15–20 % remain on the money, the weight of a vote is again close to 1/N and mass free turnout has returned. What prevents the old problem from returning too — a populist collecting cheap votes? The answer: nothing prevents it from starting, and the protocol does not count on that. It counts on neither button ever disappearing. Government gets worse — people are worse off, they refuse the sum, return and vote against; the returning vote is heavy exactly to the extent that many had exited before, and government pays for the deterioration at the very next election. Government gets better — the contented go back to the money ("they will manage without me"), and the controlling stake stays with those who have a reason to watch. This is the same thermostat, only over a long time.
So "crystallisation" is not a point of rest but an operating point around which the system oscillates; the share of B is its temperature. The difference from the system in force is that the latter has no feedback at all: a deterioration of government today does not change the composition of those who vote, whereas after the protocol it changes it automatically, without revolution and without heroism. The architect confirmed this reading: "the thermostat self-calibrates towards better government and a better life for people." Self-calibration means that nobody assigns the set point: neither a law nor a commission decides which exit share is "right". Each cycle people set it anew themselves, deciding whether under the present government they have a reason to vote that is worth the sum; better government — more of the contented on the money, worse government — less exit: the burned return with a heavier vote and fix it.
Corrected 21 September 2026. The first version recorded the direction the other way round: "worse government — more exit". The architect: "people are worse off because government got worse — they refuse the money and vote how? Against. And how does that affect government?" Reconciled with 001b §4, 004 §4.3b and 015c §7a. The opposite force exists — impoverishment makes the sum more attractive to someone with no reserve — but it is not what sets the direction of the thermostat; the return of the wronged does. That is why what speaks about government is not the level of the B share but its curve and composition (004 §4.3b).
The architect's second clarification: "but the equilibrium point itself changes too." This is what distinguishes the protocol from a pendulum. It moves for three reasons. The sum is tied to the median (D = M × 1.5 × K): as the median grows, so does the dividend, so the price of giving up the vote rises with the standard of living instead of eroding. People themselves change: as prosperity grows the planning horizon lengthens (040c.1.5), and the same sum no longer outweighs the vote for those for whom it did yesterday. And the bar of expectations rises: a government that was good enough last cycle is compared next cycle with what has been achieved, not with the starting point. So the oscillation runs not around a fixed mark but around a mark that itself shifts towards better government and a better life: the trajectory is a spiral, as the chapter is named, not a circle.
Why upward. The first version of this point called the direction "an assumption only a pilot will test". The architect's correction: this is not a caveat — "a city takes its money for free and still manages to go bankrupt; a firm has a cost of goods and lives on profit; maybe not tenfold, but a city can be managed significantly better." The correction is accepted, and the argument is already in the repository — the pizzeria test (018.40–41, 019.59.7). A firm with a turnover of 200 million must first produce the goods, sell them to a customer who can leave for a competitor any day, and earn a profit from what remains; its director answers to shareholders and auditors, up to prison. A city with the same budget receives its income compulsorily, the customer cannot leave, there is no cost of goods in the usual sense — and yet Stockton, Detroit, Vallejo and San Bernardino reached bankruptcy. The thought experiment of 018.41: a pizzeria run like a city is a corpse in five years; a city lasts twenty only because taxes are paid compulsorily. A gap of that size is not a matter of mayors' talent but of incentives: the shareholder has money at stake and demands an account; the resident has nothing at stake and demands nothing. The protocol adds to the city exactly the missing pressures — a voter with a stake, a comprehensible number, the return of people with their votes. So the direction is set structurally, not by a belief that "the motivated are cleverer".
What really has not been measured is the size. The repository cautiously estimates the release at 20–30 % of what is lost today and at +2–5 % of GDP as a level effect, not a perpetual growth rate (019.59.5): a city will not become a firm, it keeps functions that business does not have. "x10" is an image of the order, "significantly better" is the claim; how much exactly a pilot will show.
The lower bound: a coin. One more argument of the architect's for the direction: "and worse is hardly possible any more: the absurdity of elections and public administration has brought things to the point where drawing lots and tossing a coin are seriously discussed as a good result." This is not a figure of speech but the state of the discipline. Van Reybrouck ("Against Elections", 2013) proposes a parliament by lot; Landemore ("Open Democracy", 2020) and Guerrero ("Lottocracy", 2024) build entire models on random selection; Pluchino and co-authors (2011) showed in a model that a parliament works more efficiently if part of its members are chosen at random. And it is already practice: Ireland's Citizens' Assembly (2016–2018), the French Citizens' Convention on Climate of 150 random citizens (2019–2020), the permanent council by lot in East Belgium (since 2019). A comparison of the ideas — 019 (alternatives), 036.85.3, 040d.
What follows for the protocol. If serious people propose replacing the selection in force with a random one and expect an improvement, then the selection in force, in their estimate, gives a signal no better than random, and in places worse — because it is not random but biased towards those who flatter best (040c.3b). Random selection is zero information. A selection in which those take part who paid for participation by refusing the sum carries at least some positive signal about motivation (015c). So the risk of "it will get worse than now" is bounded from below by the state of the base itself, while the room upward is large: it is the same low base seen from the other side.
A caveat on precision. The advocates of the lot propose not a coin instead of a decision but a random representative sample of citizens who then deliberate at length with experts; their argument is against selection through campaigns, not for randomness of decisions. So "worse than a coin" is a sharpening. But even in its exact form their diagnosis is the same as the protocol's: it is the selection mechanism that is broken. 🟡
The low-base effect. The architect: "at the start there will be a low-base effect and growth really will be manifold; but a pilot is needed." This is consistent with the "level effect": the release comes not evenly but steeply in the first cycles, flattening afterwards. The worse a territory was governed, the more is lost today and the more is returned by simply stopping the leak (019b: "I will stop stealing" is a bar anyone can clear, and it already gives a manifold gain for a particular courtyard). So manifold figures are plausible precisely where and when the base is lowest — in a badly run city and in the first cycles — and implausible as a perpetual rate for a country already governed well. The consequence for a pilot: choose a territory with a low base, where the effect will be visible within one or two cycles, and state in advance what counts as the base.
Two caveats: the oscillation runs with a lag of one cycle, that is, a bad government gets to serve out its term; the amplitude has not been measured — it is unknown how much life must worsen for those who returned to take the money again. 🟡
6d. Why the oscillations should not die down¶
Added 21 September 2026. The question in the base (Q-GAM-002) was put like this: it is not shown that the oscillations of the exit share die down — a runaway is possible. The architect's answer: "government will never be ideal, and there will always be the sleeping and then an awakening. Under AB-EXIT there is always a balance: either wronged and took it, or indifferent and took the money, or wronged and voting. And so it swings forever, without an ideal, as in nature."
The answer dissolves the question rather than answering it. A demand for damping assumes that the goal is rest; the goal is working feedback. A thermostat that has stopped oscillating is a thermostat that has stopped responding — that is, precisely today's system, in which a deterioration of government does not change the composition of those who vote (§6b). A failure of the mechanism would look different: the disappearance of one of the poles — nobody takes the sum, or nobody votes — not an oscillation between them.
Hence a correction to the term. "The burned" (011b) describes a state before the protocol: there was no choice, the person silently stopped going and learned helplessness. After the protocol that state does not exist — there are three current ones, and moving between them is normal rather than traumatic:
| State | What they do | What it tells the system |
|---|---|---|
| Wronged but takes the sum | took D | discontented, but does not believe it is worth intervening — or needs the money more |
| Indifferent, takes the sum | took D | does not follow; insensitive to the campaign (§4.3b, camp 2) |
| Wronged and votes | refused D | there is a reason worth the sum; the vote is heavy to the extent that many exited |
Three structural limits on the amplitude. The insensitive share: camp 2 takes the sum under any government and does not react to campaign events (§4.3b), so it is not the whole electorate that swings but its sensitive part. The floating rate: D = M × 1.5 × K falls together with the median, so a worsening economy does not make the payment relatively more attractive — the formula damps rather than amplifies. The moving equilibrium point (§6b): the bar of demands rises and the system does not return to its former point — the trajectory is a spiral, not a circle.
What remains open is not convergence but the numbers: amplitude and period. It is unknown how much life must worsen for those who returned to take the sum again, and the practical price of the oscillation is named in §6b — a lag of one cycle, a bad government gets to serve out its term. This is measured by a pilot, not proved. 🟡
6c. The tangled law as a hook¶
The architect's argument for the low base: "many laws being passed now are contradictory, and even a schoolchild can see it, yet they are passed, and this is already closer to sabotage; the authorities, say in Russia, deliberately tangle the laws so that the citizen is always on the hook as a violator; the supervisory bodies are only glad of it."
This observation has a scholarly name. Alena Ledeneva described for Russia the principle of "suspended punishment": the formal rules are such that they cannot be followed in full, it is equally impossible to punish everyone, so punishment hangs over each person and is activated selectively — for breaking not the written law but the unwritten rules. In such a system the law works not as a rule but as a lever: "give us the man, and the article will be found". The phenomenon is neither only Russian nor only authoritarian. In the United States the Congressional Research Service could not state the exact number of federal criminal offences; estimates run to about 4,500 in the Code and on the order of 300,000 in regulations, and on this rests Harvey Silverglate's thesis ("Three Felonies a Day") that an ordinary person breaks federal law without knowing it. There is no rigorous count behind "three a day", but the very impossibility of counting the offences is already a diagnosis. Tacitus put it two thousand years ago: the more corrupt the state, the more numerous its laws.
An example: the compulsory driving school. The architect: "why are driving schools needed in Moldova if in Thailand you can simply turn up and take the test, while in Moldova hundreds of driving schools belong to former policemen; how are the Thais better than the Moldovans, who, already able to drive, must ride with an instructor and pay 10,000 lei". A check. In Moldova the course is compulsory: theory plus 30 practical lessons; by the price lists of Chișinău schools this comes to anything from a few thousand to about 8–10 thousand lei (theory about 1,800 and 30 lessons at 220 lei). In Thailand only five hours of theory are compulsory — at the transport department itself or online — plus the test; the law requires no minimum of practical lessons, and a school is voluntary. Ownership of schools by former policemen could not be verified from open sources; it is the architect's observation.
The objection and the answer to it. The first version of this point itself raised an objection: Thailand is among the worst countries in the world for road deaths. The architect's correction: "you compared the incomparable: the accidents in Thailand are because everyone rides motorbikes, children from school five to a bike; at a junction there may be 50–70 bikes in front, each with two people." The correction is accepted, and WHO figures (estimates for 2021) confirm it. Thailand: 25.4 deaths per 100 thousand inhabitants, of which 83.8 % are people on motorcycles; all the rest — car drivers and passengers, pedestrians, cyclists — account for about 4 per 100 thousand. Moldova: 9.1 per 100 thousand, motorcyclists 11 %; all the rest account for about 8 per 100 thousand, of which car drivers and passengers alone about 4. That is, without motorcyclists mortality in Thailand is roughly half Moldova's. The overall figure speaks of the composition of traffic, not of how the car test is administered. A caveat: this is a per-inhabitant calculation, not per kilometre driven, and "the safest country" does not follow from it; what follows is that the compulsory driving school has given Moldovan drivers no advantage. On the procedure: official descriptions require five hours of theory; the architect's experience is "I passed in a day and nothing was needed". For the argument it makes no difference: there is no compulsory paid school with dozens of lessons there. A second pair for comparison, unassailable from this side too, is the United Kingdom: no compulsory lessons at all, a relative with enough experience may teach, the state checks only the result at the test, and road mortality is among the lowest in the world. A Cochrane review of school-based driver education found no evidence that it reduces crashes.
The architect's main answer is about the mechanism: "at elections the majority votes that has no car and no licence, and it does not care at all how licences are obtained. That is all." This is an exact description of why such a norm lives for decades. It burdens a minority — those getting a licence this year; to the rest it is indifferent, and a politician defending it loses not a single vote, while the recipient of the income is organised and grateful. And a second observation: "I think 80 % of licence holders in Moldova, if you stopped them, would not pass the test — they forgot everything long ago." This is an estimate, not a measurement, but it strikes at the core: if the knowledge bought at the school vanishes within a few years and people go on driving, then safety rests on practice and enforcement on the road, and the school sells not a skill but an admission. "The driving school is a mafia and simply a levy on people."
This is the same hook in economic form. The norm demands not a result (you can drive — prove it) but a process (buy a course from a licensed provider). After the protocol the composition of those who vote shifts towards those who do care: those who stay more often have a car, a business and children who will need a licence, and they count their own money. The indifferent majority on which the norm rested has taken the sum.
How the protocol solves this and what people get. The protocol does not and will not contain a norm "abolish compulsory driving schools". It changes the politician's arithmetic, and in this example the whole of it is visible.
Today. A candidate promising to abolish the compulsory school gains almost nothing: future drivers are mostly young, few, unorganised and the worst at turning out; the majority does not care. But he gains an organised enemy — the school owners with their connections. The promise is loss-making, so nobody makes it, and the norm lives on without a single public defender.
After. The indifferent have taken the sum. Among those who stay, the share of people with a car, a business and children who will need a licence is higher. For them this is not an abstraction but a bill: 8–10 thousand lei per child is four to five dividends (with D at about 2–2.5 thousand lei, 033c.9c). The promise "I will return 10 thousand per child to every family with one signature, at no cost to the budget" becomes profitable: it is cheap, verifiable the very next day and requires no faith in competence — the same class of promise as "I will stop stealing" (019b). The school owners have not gone anywhere, but they are a few thousand with their families against hundreds of thousands who stay, and each of them, to vote, must also refuse the sum (015c.7b).
What people get. Directly: 8–10 thousand lei and two to three months of time for everyone who can drive and is ready to prove it; the school remains as a service for those who need it and starts competing on quality, not on a licence. If tens of thousands of people get a licence each year, that is hundreds of millions of lei staying in families — an order of magnitude, not a calculation. Indirectly: the state checks the result, not the receipt, so the test can be made stricter at no loss to anyone but the intermediary; one of the channels feeding the network of "insiders" disappears. And the main thing: the driving school is one of hundreds of norms of the same construction: a compulsory certificate, a compulsory intermediary, a compulsory inspection, a compulsory attestation. Each on its own is a trifle not worth any politician's while to abolish; together they are the low base (§6b), and it is their successive abolition that gives the manifold effect of the first cycles.
Reform by subtraction. The architect: "everyone understands, and you have just simply proved it, that driving schools are a needless levy. You did not even strain for an hour or two or gather statistics for 10–20 countries. There are hundreds if not thousands of such feeding troughs and levies. Abolishing them requires simply writing 'Repeal'. There is nothing to think over or adopt. And those who got their licences remember the grievance and the stupidity of the whole exercise." There are three separate arguments here, and all are accepted.
First: the bottleneck is not knowledge. Checking this example took minutes and a few open sources; any ministry could have done it twenty years ago. The norm lives not because nobody knows, but because none of those who decide has any interest in knowing. This is the substance of the thesis "the problem is selection, not competence".
Second: abolishing a levy is the cheapest kind of reform. Building a good institution is hard: it takes a design, money, people, years, and the result is not guaranteed. Removing a bad one is a single line, zero budget cost, an effect the next day, and it does not even require competence, only the absence of a reason to keep it. So the first cycles give a manifold effect not thanks to brilliant managers but thanks to subtraction: hundreds of lines reading "repeal", each of which today is unprofitable for any politician.
Third: those who have paid are not indifferent. The first version of this point listed as a weakness that those who stay have already paid for their licences and do not care. The correction: a person who could drive and still sat through thirty lessons and handed over the money remembers not the sum but the humiliation of pointlessness; that is everyone with a licence, a sizeable part of those who stay. This is a ready-made electorate for the promise "repeal", not an indifferent mass.
Two more examples. To the caveat "not every norm that looks like a levy is one" the architect replied: "decades of negative selection and irresponsibility run through the whole state" — and gave two more cases.
Cash registers. "In Thailand a shop with a small turnover needs no cash register: they just take the money or accept a card, and that is all. Controlling petty transactions costs more than the taxes from them, and the country lives no worse. Cash registers are a senseless levy on those who create minimal profit, and there is no sense in chasing them." A check: in Thailand a business with a turnover of up to 1.8 million baht a year (about 50 thousand dollars) does not register for VAT at all; the sources found show no general obligation for petty trade to install a fiscal register, and permission is needed only by someone who himself wants to issue tax invoices by machine. In Moldova it is the reverse: cash-register equipment is compulsory, since 2024 it has been connected to the state system of online sales monitoring, and some models have been struck from the register, their owners obliged to replace them at their own expense by 30 September 2026. The architect's argument is not exotic but a standard of tax scholarship: a threshold below which administration costs more than the revenue exists in almost every tax system; the only question is where it is set and who benefits from keeping it low. The seller of registers and the inspector do; the shopkeeper who pays for the device, its servicing and its replacement does not, but he is not organised.
Street food. "De facto in Thailand there is no supervision of cafés: I can buy a stove and a pan and cook chicken in the street. There is no sense in poisoning people if it is your café and the neighbours come here." Formally, permits for street vendors exist in Thailand; weak supervision is the architect's observation of practice. But the mechanism is named exactly: it is a repeated game. A seller whose customers are neighbours is punished for bad food the very next day and without an inspector; an inspector in a country of negative selection punishes not for bad food but for not paying the inspector. The honest remainder: reputation protects the regular customer but not the passer-by, and acute poisoning but not slow harm; by WHO estimates the burden of foodborne disease in South-East Asia is among the highest in the world, although climate, water and poverty are at work there, not only the absence of supervision. So the conclusion is more modest than the slogan: not "supervision is unnecessary" but "supervision that today feeds the inspector and does not protect the eater can be abolished at no loss, and that which protects can stay"; the same filter of cross-country comparison tells one from the other.
The argument about food, continued. The architect: "that is exactly why Thailand has the freshest, the cheapest and the safest food. I lived there ten years — not one poisoning. The Thais value themselves, and they have a motive to take only fresh produce. All the fictitious control functions of the state merely raise the price of food and de facto add no quality. Simple entry of competitors into the food market gives higher quality than state control." Not everything here is accepted, and the disagreement is worth recording.
The mechanism is accepted. Free entry gives high turnover: the seller buys in the morning for one day, has nowhere and no reason to store, and freshness comes not from conscientiousness but from the structure of the trade. Competition ten steps apart keeps the price near cost. Fictitious control — a permit, a certificate, a scheduled inspection of papers — adds its own cost and a bribe to the price and nothing to the quality. All this is true and does not depend on statistics.
The superlative is not accepted. "The safest" is not borne out by data: Thailand records more than 120 thousand cases of food poisoning a year, and cross-country comparison is hampered by differing record-keeping everywhere. The first version of this paragraph brushed aside the architect's experience as "testimony, not measurement"; the objection: "eating everywhere twice a day for 3,650 days with zero poisonings — is that not an argument?" It is an argument, and it can be computed. Zero events in 7,300 meals gives, by the "rule of three", a 95 % upper bound on the risk of 3/7,300, that is, no more than one poisoning per 2,400 meals, or no more than 0.3 a year. For comparison: by the CDC's estimate roughly one in six people in the United States falls ill from food each year, about 0.15 per person. So the architect's personal statistics reliably rule out the claim "street food without permits is dangerous": the risk is at worst of the same order as in a country with one of the most expensive supervision systems in the world. What they do not prove is the superlative: one person chooses where to eat, adapts to the local flora and does not count mild cases. The upshot for the argument: "no worse at a price several times lower" is proven with a margin; "the safest" is neither needed nor provable.
And a detail that strengthens the argument more than the slogan does. State control of food in Thailand exists but is built differently: in Bangkok about 100 thousand samples of prepared food are taken for analysis each year, and in 2019–2023 98 % of them passed biological testing. This is control of the result — what is on the plate — not of the process — whether the seller has a paper. It is the same difference as between a driving test and a compulsory driving school: the first protects the person and costs the seller almost nothing, the second feeds an intermediary. So the exact formula is not "the market instead of the state" but "free entry plus a check of the result instead of permits and inspection of papers".
The consolidated answer to the question "how the protocol solves this in any country" is set out in a separate section — 019c. Both cases are again subtraction: neither requires inventing an institution, both require ceasing to take money from those who create minimal profit.
What remains. Not every norm that looks like a levy is one: some have a function not visible from outside. But the filter is cheap and the same as applied here: compare with ten or twenty countries where the norm does not exist; if things are no worse there — repeal. And speed: abolition comes not on the day the protocol is adopted but through an election at which such a promise first becomes profitable. An indicator for a pilot: whether, after the first cycle, candidates' programmes begin to contain promises to abolish specific levies that were not there before. 🟡
Why it turns out this way is a question of incentives, the same as in the pizzeria test (018.40.2). A tangled law has interested parties: the inspector, to whom vagueness gives power and income; the lawyer and the intermediary who live on complexity; the politician for whom a new law is a report on work done. A clear law has no interested party: the resident has nothing at stake, he demands nothing. Demand creates supply; there is no demand for clarity.
What the protocol changes. It does not simplify laws itself and contains no norm to that effect. It changes whom the legislator answers to: those who stay are the ones with a sum at stake who pay for every inspection with their own business — the entrepreneur, the self-employed, the worker with a long horizon. For them a contradictory law is a direct cost, not an abstraction, and this is the first electorate with a demand for clarity. Compared with the system in force: today there is no feedback at all from the quality of law to the composition of those who vote; after the protocol a bad law hits a number everyone sees (040b.2b).
Weak point. "Deliberately" is hard to prove: haste, lobbying and layers of amendments give the same result with no intent at all, and for the resident there is no difference. More important is something else: in an autocracy the tangle benefits the very top as an instrument of control, and those who stay will not abolish it until they change the top; here the argument works as an explanation of why they need this, not as a promise of a quick result. 🟡
7. Greed, stupidity, conscience — the great cycle¶
"Forecast how greed will always beat stupidity, and conscience will never meet a greed it cannot beat, because that greed went off to fight stupidity of its own free will." In the old system stupidity is the populists' safe haven and the fuel of chaos. Greed is a pragmatic predator that tolerates no inefficiency: the greedy shareholder sees the stupid apathetic voter as a bug lowering his assets' value and creates conditions in which stupidity voluntarily monetises itself and disappears from governance. Stupidity is noise (a free resource), greed is an algorithm (a paid process); the algorithm always grinds the noise; stupidity leaves, pleased with its cheque, not realising it has been relieved of the remote. Conscience in the old system is weakness: the conscientious drown in millions of bought votes; in the cleansed environment conscience gains mathematical weight and becomes an instrument of strategic governance: the greed that was destructive went to fight stupidity and burned out there; what remains is creative greed, structurally identical to conscience — both require long-term planning, responsibility for the environment and systems that will not collapse tomorrow. Three stages: chaos (stupidity rules, energy goes to scorched earth) → change of sign (the pragmatists' greed buys up apathy) → catharsis (in governance those who realised that the highest form of greed is creation; the businessman who understood that the best investment is a state that need not be robbed becomes a moral leader).
Similar systems in the present world (where the builders' greed is forced to work for common sustainability): Swiss direct democracy and local self-government (you vote on what hits your wallet — taxes, schools, rubbish; greed forces you to be responsible; stupidity does not live long, because the price of error is instant); the German Mittelstand (family companies in the third or fourth generation cannot afford quarterly greed; their greed — to hand a thriving asset to the children — is identical to conscience; they cannot flee, because this is their home); open-source protocols (the makers of Linux/TCP/IP work for competitors but must cooperate, because destroying the standard destroys everyone's business). Their common minus: dependence on a cultural code (Switzerland, Germany) or a narrow niche (protocols). The protocol is the logical extension to the whole state: it sews Swiss responsibility and German continuity into the code through the dividend formula; it is impossible to be stupid and rich at once.
Eponymous companies. "Why were companies once named after their founders, and no longer?" — the transition from ego to institution: the name on the facade meant personal responsibility (Ford builds a bad car — Ford personally loses reputation); today companies are scalable systems, the name reflects function so investors see an asset independent of the founder; depersonalisation lowers risk and makes the corporation "immortal". Responsibility dissolved in layers of management and lawyers — "the company is to blame", not a person; quality is optimised for margin, not trust. The protocol is a return to the eponymous-company model at the level of the state: every builder puts his signature (the amplified vote) under what happens in the country and bears real responsibility. Who wins — corporations or small business? Neither size: responsibility. A big corporation living by lobbying (buying laws against competitors, privatising profit while nationalising losses) will find lobbying astronomically expensive — it must buy votes from all the shareholder-builders; a quality corporation wins, because the board of pragmatists backs it; small business, formerly a "free donor", gets an amplified vote as a tool of defence against monopolies. The protocol kills not corporations — parasite corporations that exist only by proximity to the budget.
8. Turbulence: how it can end¶
"Do you understand that this is the most terrifying turbulence, which can end only in what?" A change of power on this scale is a phase transition with a release of destructive energy. The revolt of the written-off elites: a populist will not say "the maths worked, I'll look for a job" — the old elites have one instrument left, the enforcers; an attempt to cancel the protocol by force, to declare the results "unconstitutional" or "an oligarchs' conspiracy". The mass's "hangover": old propaganda at 1000 % — "you were bought for pennies, go and take it by force"; part of the crowd, having spent the money, feels the phantom pain of a wounded ego. Two endings: reactionary rollback (if the pragmatists, having gained power, act as soft idealists, the old elite sweeps them away with tanks, declares martial law, annuls the protocol and returns dictatorship — mathematics loses to force) or a transitional frame of the builders (the core uses legitimacy and capital to win over the security bloc — make it mathematically more profitable for army and police to defend the new architecture — and harshly, within the law, isolates provocateurs; the analogy is a hard frame protecting a free economy until the rules become irreversible). Mathematics gives the builders the right to power, but not bulletproofing. How exactly the security bloc comes over to the protocol by itself, without being "bought" — 048d: the army is a cross-section of the people, and an order to shoot at those demanding the dividend is an order to shoot at one's own income.
9. Weak point of the section¶
The whole section is a model of dynamics, not an observation; no phase is confirmed by a pilot. The weakest node is §2: "yang decays" is described as self-balancing (shareholders unite against a monopolist), but the protocol has no mechanism against a cartel of shareholders other than the thermostat, which fires with a cycle's lag. The open-source analogy (§7) honestly shows that a standard survives only while destroying it costs more than collusion — for a municipality with a narrow A pool that is not guaranteed (039b.3.4). 🟡
Related: §13 (game theory) · 013b (counterintuitive) · 011b (learned helplessness) · 019b (the poor voter's price) · 036d.2 (physics of complex systems) · 040b (07: scoreboard, three generations) · 034b.5 (yin-yang: stability) · 040c.1.5 (scarcity) · 040f.6 (why would the winners steal) · 048d (the forces) · 039b.3 (real strikes) · 059b (Musk: the businessman's ROI) · 019e.5b (yin-yang at the scale of one household)