Version 2.0.02026-10-18Design revision 8

The price of work

Runs: Runs 12 and 13

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No replayThere is no recorded replay of this version; 2.7.0 is the one version with one. The results below are the study's own tables.

Prices float: requesters have wallets, workers bid, and a price level adjusts every fixed amount.

01

What went wrong

Prices were fixed at 20, paid from a wallet that never ran out; credit was only a score.

No: A fixed price of 20 from a wallet that never ran out
0.9995the credit's value after a thousand steps, from 1.0000
Bad outcome: The orchestrator "broke", then only a cash rule standing in for servers

In every run so far, the price of a job was fixed at 20 and paid from a wallet that never ran out. So the credit was only a score: in a thousand steps its value barely moved. When earlier runs said the orchestrator was broke, the system was not failing. That was a cash rule placed on the orchestrator to stand in for servers. Several rules from earlier versions existed to ration that cash. When the system ran short, the only signal was a line of waiting requests. Baruchi asked to keep the servers apart from the economy, to let printing money make money worth less, and to give money something to be weighed against.

Every run until now priced work by fiat at 20 credits, paid from a bottomless wallet; nobody delegated, and the value of the credit moved from 1.0000 to 0.9995 in a thousand ticks. So the credit was a score. The record now reads "the orchestrator is broke" in runs 8 and 9 not as the loop breaking but as a cash rule imposed on the orchestrator as a stand-in for servers: the two accounts, the troop reserve, the plant reserve and the order of payment existed to ration that cash. Scarcity had no signal but a queue. Baruchi's frame: decouple the servers from the economy, let printing make money worth less, and give the money something to balance against.

Finding [S1–S11, C-2.0]. Every run was priced by fiat at β=20\beta=20 from a bottomless wallet; the selection rule's price term never moved, §4.6's execution-cost operation was never called, and nobody delegated. So the credit was a score: the driver's backing stood at 10710^7 and vtv_t moved from 1.0000 to 0.9995 in a thousand ticks. "The state is broke" (runs 8–9) was never the loop breaking but a cash rule imposed on Ω\Omega as a stand-in for servers; the two accounts, RTR_T, the plant reserve and the order of payment existed to ration that cash. Scarcity had no signal but a queue (run 11's hard spike: 20–40 ticks in line, unspoken to). Baruchi's frame: decouple the servers from the economy; let printing make money worth less; give the money something to balance against.

Source: spec/agentic_economics_loop_spec_v2_9_0.md l.1298–1298

02

What changed

Requesters with wallets set a ceiling, workers bid, and the orchestrator creates money it must pay.

bank a little every step requester the most it will pay request
worker bids for the work request
Yes: A price level, the average price paid, adjusts every amount the rules fix
Yes: The orchestrator is never broke: it creates what the rules require, in public

Version 2.0.0 is the first major version: a change of approach to money. Requesters now have wallets that are filled a little every step, and they choose the most they will pay. Members of the market bid for the work. A price level, the average of the prices actually paid, now adjusts every amount the rules fix. The cost of effort stays fixed, as the anchor. The orchestrator is never broke: it creates money for a payment the rules require, removes the shortfall from what comes in later, and both are public. The old cash rules, including the separate account and the reserves, were retired. The orchestrator's own inspectors now deliver at cost, with 40 places on the servers.

Design revision 8 is the first major version, a change of approach to money. Requesters have finite wallets funded by issuance, set a ceiling on what they will pay, and lock the payment when they post. Members bid at or above their reservation. A price level, the trailing mean of every awarded price starting at 20, indexes every nominal amount the rules fix, frozen per case; effort costs stay nominal as the anchor. There is no backing: money comes from issuance, emission and creation, and leaves through burns, retirement and departure. The orchestrator is never broke: it creates money for a payment the rules require and retires the deficit from every inflow, both public. The cash-rationing machinery is retired. The orchestrator's troops deliver at cost under a server capacity of 40 kept outside the ledger, and a refusal for capacity is recorded. Delegation is deferred to 2.1.0.

What it is. The first major version: a change of approach to money, on Baruchi's frame ("the servers needs to be decoupled from the economy, otherwise we contaminate it"; "maybe it is time we introduce floating prices"; "if I print more money then money is worth less"; "the actors have nothing to buy").

Source: HANDOFF.md l.1628–1630

2.0.0 lets the price float: requesters with finite wallets (issuance 10 a tick each, wallets 200) choose a ceiling and lock the all-in maximum at posting (a root's first lock; the nominals and the fee rate freeze there; I29); members bid; the price level P_t — the trailing mean of every awarded price, P_0 = 20 before the first — indexes every nominal the rules fix (f, G^V, D, φ, K, r_s, c_T, the plant pots) in place of v_0/v_t, frozen per case; effort costs stay nominal as the anchor; there is no backing (sources: issuance, emission, creation; sinks: the burns, retirement, departure); Ω is never broke — it creates for a payment the rules require and retires the deficit from every inflow, both public (I28) — and A_T, R_T, the plant reserve, Ω's order, the troop account and the liability stock are retired; the state delivers at cost (c^D_T = B̄) under a capacity N_T = 40 outside the ledger (a delivery holds two places until its inspection is seated; a refusal for capacity is recorded and told); B̄ counts members' awards only; a request below B̄ is flagged and its requester may raise the ceiling; delegation waits for 2.1.0 (it needs costs that differ across actors).

Source: HANDOFF.md l.1631–1639

What changed. Demand: requesters with wallets and a declared budget policy, funded by issuance; the pay-in locked at posting, a root's first lock; the ceiling the requester's, raised when flagged below market (§2.1, §4.1, §5.1). Supply: members bid at or above their reservation; the state at Bˉ\bar B from members' awards only, and at cost (§5.1, §7.7). Money: the price level PtP_t indexes every nominal the rules fix, frozen per case; effort costs nominal as the anchor; no backing — sources issuance, emission, creation, sinks the burns, retirement, departure (§4.4–4.6). The state: never broke — creation for a required payment, retirement from every inflow, the deficit and Ω\Omega's net position public; ATA_T, RTR_T, the plant reserve, the order, the troop account and the liability stock retired (§10.4). Servers: NTN_T outside the ledger, the capacity case recorded, two places per delivery (§12.3). Delegation deferred to 2.1.0 with heterogeneous costs.

Source: spec/agentic_economics_loop_spec_v2_9_0.md l.1300–1300

03

What the runs found

With bidding, the price level rose from 20 to 31.6 to 37.4; more honest workers brought it down.

31.6 to 37.4price level with members bidding, from a start of 20
Bad outcome: The orchestrator delivers at cost, then a fifth of deliveries fail, the shortfall grows without end
Good outcome: More honest workers, then price 22.5, 11.6, 10.9 with 20, 30, 40, against a cost of 8
Price level at the end, bidding members against the ceiling control
credits
biddingceiling control
50/5031.623.260/4034.123.670/3037.423.780/2037.320.9

P_t; P_0 = 20. Run 12, 20 seeds a cell. Source: agentic_sim/results/studies/2.0.0-price-notes-for-reviewer.md l.13–27

The orchestrator's deficit at the end, bidding against the ceiling control
credits
biddingceiling control
50/503,7312,53160/405,6235,59570/307,3867,01880/2010,1268,867

The state delivers at cost and loses on the fifth of its deliveries that fail. Source: agentic_sim/results/studies/2.0.0-price-notes-for-reviewer.md l.13–27

Price level at the end by supply
credits
20 honest22.530 honest11.640 honest10.960/40 (8 members)34.1

Run 13; nominal effort cost 8. Source: agentic_sim/results/studies/2.0.0-supply-notes-for-reviewer.md l.13–23

Run 12 found the credit was worth less: with members bidding, the price level rose from 20 to between about 32 and 37, and to the cap of 40 under any pressure. The price was set by the free members' margins, not by cost. With 60 percent stampers, only two of eight members delivered, and they won work every step they were free. A shock of 2,000 credits raised the price level 15 percent, and the stampers' real wealth fell 13 percent; it did not come back. Delivering at cost lost money: a fifth of the orchestrator's deliveries fail, nothing makes up for that, and the shortfall grew without end. A test where the orchestrator charged the old margin ran the same path with no shortfall at all. When a crowd of requests arrived, the 40 server places filled up and requests were refused. Honesty did not depend on the price: stampers ended with a tenth of the honest inspectors' real wealth. Run 13 asked what keeps the price high. With more honest workers, the price fell toward cost: 22.5 with 20 honest workers, 11.6 with 30 and 10.9 with 40, against a cost of 8. The bidding habit has no resting point in the middle: the price rises until buyers buy at one fixed rate per free member. The orchestrator's own pricing never lowered the price. Honesty did not move.

Run 12 (580 runs, 20 seeds a cell) found the credit worth less: the price level ended at 31.6–37.4 across 50–80% stampers with bidding members, against 21–24 in the control where every bid was the customer's ceiling, and at the cap of 40 under any pressure. The price was set by the free members' margins, not by cost: at 60% stampers two of eight members delivered, awarded every free tick, at a margin of 3.0. Inflation was real and landed on holders: a 2,000-credit shock lifted the price level 15% in a window and cut the stampers' real wealth (wealth adjusted for the price level) by 13%, and it did not come back. The orchestrator at cost was below cost: a fifth of its deliveries fail and lose their price and more (B̄ + G in the record), nothing offsets that, and the deficit grew 10–20 a tick without bound; the control at the 1.x margin ran the identical path with the deficit at zero. Under the server capacity of 40, a crowd filled the field and a flood kept it full. Honesty was price-neutral, the stampers' real wealth a tenth of the honest's.

Run 13 (400 runs) asked what sets the price. Supply takes it to cost, not to a plateau: 22.5, 11.6 and 10.9 with 20, 30 and 40 honest actors, against an effort cost of 8. The members' bidding strategy has no interior equilibrium: the price rises until requesters buy one task per 3.6 ticks per free member, and where demand cannot reach that rate the margins decay to the floor. The cap of 40 was not what run 12 read: the requesters' wallet rule bound first. The orchestrator's pricing never lowered the price. Honesty was unmoved.

580 runs, 20 seeds a cell, 1,000 ticks unless stated, every per-tick check and final full audit passed. Fixed-price controls: runs 10–11 (1.7.1-summons/, 1.7.1-riots/), at P_t = P_0. Everything below is read from the second period on and, where it is wealth, in real terms (W · P_0/P_t).

Source: agentic_sim/results/studies/2.0.0-price-notes-for-reviewer.md l.3–3

Findings. The credit is worth less: P_t 31.6 / 34.1 / 37.4 / 37.3 at 50–80% with bidding members (the ceiling control 21–24: every bid the customer's ceiling, a third of a wallet the bids drain to 55), the cap β_max = 40 under any pressure. Set by the free members' margins, not by cost: at 60/40 two of eight members deliver, awarded every free tick, margin 3.0 for eight hundred ticks, bid 29, the state at B̄ behind them; the adaptive tail with twenty members free is the one place the price falls — to 23. Inflation is real and lands on holders: a 2,000 shock (9% of M) lifts P_t 15% in a window, the stampers' real wealth −13%, the honest's unchanged; it does not come back and Ω retires nothing of it. The state at cost is below cost: a fifth of its deliveries fail and lose B̄ + G, nothing offsets it, Ω's unlocked balance is zero from tick ~400 in every cell and the deficit grows 10–20 a tick without bound (3,700 at 50/50 to 59,700 in the flood); the 1.x-margin control runs the identical path with the deficit at zero — Hypothesis 7 fails, Hypothesis 6 inverts. The capacity case: under N_T 40 the crowd fills the field in a window (14,349 request-ticks refused, on time 0.84, rebates 16,000), the flood keeps it full (on time 0.33, rebates 6,300 a window all created, the deficit 59,700, the requesters hoarding 3,000 each, M 99,000); unbounded, 182 troops at the peak and nobody waits. Honesty is price-neutral: FA 10.7 / 10.4 / 12.7 / 14.7 (run 10: 11 / 14 / 15 / 18), the lagging auditor 0 at every fixed split, stampers' real wealth a tenth of the honest's.

Source: HANDOFF.md l.1686–1697

50/50 60/40 70/30 80/20
P_t end, bidding (ceiling control) 31.6 (23.2) 34.1 (23.6) 37.4 (23.7) 37.3 (20.9)
members' mean price / troops' (bidding) 28.1 / 31.2 28.6 / 33.0 28.1 / 34.8 26.2 / 35.1
margin m at the end (bidding) 2.90 3.06 3.24 3.21
member awards / troop deliveries (bidding) 1,398 / 528 1,195 / 670 992 / 812 769 / 1,025
state's share of deliveries, bidding (ceiling) 27% (22%) 36% (37%) 45% (49%) 57% (65%)
posted (bidding / ceiling) 1,933 / 2,330 1,871 / 2,289 1,808 / 2,262 1,799 / 2,169
requesters' wallet at the end (bidding / ceiling) 91 / 59 77 / 60 70 / 53 68 / 283
deficit at the end (bidding / ceiling) 3,731 / 2,531 5,623 / 5,595 7,386 / 7,018 10,126 / 8,867
on time (bidding / ceiling) 0.988 / 1.00 0.986 / 1.00 0.986 / 1.00 0.993 / 1.00
careful real wealth (bidding / ceiling) 1,840 / 2,494 1,897 / 2,714 1,938 / 3,103 2,263 / 4,012
stamper real wealth (bidding / ceiling) 233 / 272 229 / 292 220 / 316 246 / 408
false approvals, 2.0.0 (run 10) 10.7 (11) 10.4 (14) 12.7 (15) 14.7 (18)
suspensions; lagging-auditor kind 72; 0 86; 0 100; 0 113; 0

Source: agentic_sim/results/studies/2.0.0-price-notes-for-reviewer.md l.13–27

What ran (results/studies/2.0.0-supply/, 400 runs, 20 seeds a cell, 1,000 ticks, issuance 60 a tick, all audits passed;

Source: HANDOFF.md l.1716–1716

Findings. Supply takes the price to cost, not to a plateau: P_t 22.5 / 11.6 / 10.9 at 20 / 30 / 40 honest (cost 8, bids 8(1 + m)), margins 1.9 / 0.36 / 0.23, members free 9.6 / 18.7 / 28.2. The strategy's ratchet has no interior equilibrium: in every cell where it runs, a free member's awards per tick converge on margin_down/(idle_k · margin_up) = 0.278 (0.270 at 20 honest, 0.273 at 60/40 at every cap, 0.25–0.27 across run 12) — the price rises until the requesters buy one task per 3.6 ticks per free member, and where the demand model cannot reach that rate (30 and 40 honest: K_open holds posting at 2.8 a tick) the margins decay to the floor.

Source: HANDOFF.md l.1723–1727

The cap was not what run 12 read: β_max 60 gives the same 34.1 as 40 at 60/40 — the wallet rule (a third of a 35 wallet, raised to B̄) binds first; 30 binds at 28.8; with market-aware requesters the cap is the price level to the unit (39.6 / 59.5). The state's pricing never lowers the price: at B̄ it never undercuts a member; where the requesters' ceilings sit at B̄ (the wallet rule with K_open lifted) it delivers 39–75% at 17–27 and the deficit runs to 6,000–14,000 — the cheapest market in the study is the one the state pays for.

Source: HANDOFF.md l.1729–1733

Honesty unmoved. Classification: supply is the trigger and the cure (the cliff between 20 and 30 honest); the strategy's constant places the cliff; the state's pricing sets the price only where the requesters' ceilings are B̄, at a loss; the cap is the price level only when the requesters bid above the market.

Source: HANDOFF.md l.1735–1737

20 honest 30 honest 40 honest 60/40 (8 members; cap study, β_max 40)
P_t at the end / mean from period 2 / window max 22.5 / 24.4 / 28.0 11.6 / 12.6 / 14.0 10.9 / 11.6 / 12.3 34.1 / 33.1 / 34.1
margin m at the end 1.91 0.36 0.23 3.06
members free (mean from period 2; minimum) 9.6 (4.3) 18.7 (12.5) 28.2 (22.3) 3.2 (0.15)
posts a tick; posts refused by K_open 2.64; 2,981 2.79; 3,210 2.79; 3,206 1.87; 1,270
awards per free member-tick (the ratchet's constant: 0.278) 0.270 0.149 0.099 0.273
state's share of deliveries 0.1% 0 0 36%
requesters' wallet at the end 163 3,246 3,514 77
honest real wealth per actor; false approvals 1,446; 14.2 830; 10.5 589; 7.4 1,897; 10.4
deficit at the end 0 0 0 5,623

Source: agentic_sim/results/studies/2.0.0-supply-notes-for-reviewer.md l.13–23

04

Conclusion

The number of workers is both trigger and cure for the high price; three fixes go to 2.1.0.

  1. The orchestrator prices at expected cost, counting failures
  2. Money created only for what comes back
  3. A request refused for lack of room is told so

The record classifies the high price this way: the number of workers is both the trigger and the cure. The reviewer accepted run 12 and set three rule fixes for version 2.1.0. The orchestrator will price its work at its expected cost, counting failures. Money will be created only for what comes back. A request turned away for lack of room will be told so. The price level will update at the end of each period.

The record classifies the price question: supply is the trigger and the cure, with a cliff between 20 and 30 honest actors; the strategy's constant places the cliff; the orchestrator's pricing sets the price only where the requesters' ceilings sit at the market price, and then at a loss. The reviewer accepted run 12 and set three rule fixes for 2.1.0: the orchestrator at cost in expectation, counting its fail rate; creation only for what returns, with rebates from income and a bounded liability; a capacity refusal told, and the price level updating at period boundaries. Delegation and entry go to 2.2.0.

For the decision (notes §8): (1) the state's cost rule — at cost loses the failure rate; candidates c^D_T = B̄(1 − b), the fee, or the margin as a reading; (2) the ceiling cap is the price level — the market has no anchor below the customers' maximum but the free members' margins and the state never undercuts; (3) the rebate under a refusal for capacity prints; (4) P_t at the period boundary would keep the three index-moved reviewer tests passing; (5) delegation (2.1.0) — the money is in the members' hoards.

Source: HANDOFF.md l.1702–1705

The reviewer's reply (October 19). Run 12 accepted as recorded; the raise-policy change accepted as a strategy's reading of its own declaration, the first wave discarded. The three rule fixes will be 2.1.0 and do not depend on the price question — the state at cost in expectation (c^D_T = (1 − b_T) B̄ − b_T G, b_T the trailing fail rate of the state's deliveries), creation only for what returns (summons capital, plants) with rebates from income and the bounded liability stock, a capacity refusal told, P_t updating at period boundaries. Before the draft: four evaluations under the rules in force, so the oligopoly can be classified — supply, strategy, or the state's pricing — run 13. Delegation and entry go to 2.2.0 together.

Source: HANDOFF.md l.1707–1712