Survival under recurrent shocks in the Gober apple economy
An anonymous study of resource quotas, orchard expansion, and competing threats in a fictional world.
Abstract
We investigate whether the fictional character Gober can meet a recurring apple quota while Spider-Man outbreaks and evil Jimothys disrupt a Jimothy-supported economy. A browser-local Monte Carlo model combines stochastic threats with land purchases, seed trade, watering, policing, upgrades, and seed-backed borrowing. The current story uses a 75-year Spider-Man respawn interval and a 33.3% ceiling on Gober’s annual defeat probability. This article provides a transparent reconstruction and an editable experiment rather than an independently verified replication of earlier survival claims. All numerical results below are computed from the displayed settings when an experiment is run.
1. Research question
Can Gober accumulate enough apples to survive repeated quota checks over a long horizon? The story suggests that earlier Spider-Man returns make the first 500 years more dangerous, while successful orchard expansion and upgrades can reduce later vulnerability.
The source conversation reported approximately 86.8% survival with a 75-year respawn interval, compared with 96.2% at 100 years. It also mentioned 81 survivors in one 100-world batch. These are unverified historical conversation claims: no original simulator, complete parameter set, or raw trials were supplied. They are not results from this implementation and are not calibration targets.
2. State and survival criterion
Each world tracks normal and evil Jimothys, cash, land, trees, seeds, watering cans, outstanding loan principal, Spider-Man’s status, and Gober’s defeat probability. Gober dies only when the apple bank is below the quota at a checkpoint. Jimothy deaths affect the economy, rather than directly killing Gober.
At each complete quota window, Q is deducted from banked apples; excess carries forward. A final incomplete window is checked and charged proportionally at the chosen horizon. A world survives if it meets every required quota.
3. Annual transition method
Within each year the engine applies the following order:
- Normal Jimothys turn evil; income is paid subject to the economy floor; Gober funds Cat Police.
- Police capture evil Jimothys, remaining evil Jimothys attack, and Spider-Man respawns when due. Gober attempts defeat before Spider-Man kills and harvest disruption.
- The orchard yields apples. Natural seeds are recovered; an owned machine converts a chosen harvest share to extra seeds. The remaining apples enter the quota bank.
- Seeds, then allocated cash, repay loans. Seed lots may sell at the annual market price. Cash funds land and watering cans, then available seeds are planted. Surviving normal Jimothys reproduce.
- The apple quota is checked. A living Gober may buy one upgrade at the scheduled opportunity.
Loans finance the machine and upgrades whenever cash is insufficient and principal capacity remains. The machine is bought at the beginning of an affordable year. New trees and watering cans affect the following harvest. Spider-Man’s per-Jimothy kill probability grows only during an active outbreak and resets at respawn.
4. Estimation
For N independent worlds, the estimated survival probability is S/N. A 95% Wilson interval expresses Monte Carlo sampling uncertainty; it does not account for uncertainty in the fictional rules. Population events use binomial draws, exact for small expected event counts and a continuity-rounded normal approximation for large counts. One deterministic random stream per world makes seeded runs repeatable.
5. Rules and provenance
| Story component | Current rule / reconstruction |
|---|---|
| Spider-Man respawn | Confirmed: 75 years after defeat; the previous version used 100. First outbreak at year 1 is an assumption. |
| Gober upgrades | Confirmed: 10% → 20% → 30% → 33.3%; prices $1T → $2T → $4T; at most one purchase per 500 years. The first purchase opportunity is modeled at year 500. |
| Apple quota | Confirmed: 365 quadrillion apples per 500 years. Derived: 2 trillion apples/day on a 365-day year. Carry-forward reserves and prorated final checks are assumptions. |
| Economy | Confirmed: economy floor of 10%. Initial population, income, Gober’s revenue share, reproduction, and monetary implementation are assumptions. |
| Loans and machine | Confirmed: $1 borrowed principal can be settled with 100 seeds; cash repayment adds 50% flat interest; machine costs $50 million. Borrowing limit, repayment priority, conversion yield, and spending policy are assumptions. |
| Other systems | Cat Police, evil Jimothys, trees, seed trade, discounted land, and watering cans are represented. Their original numeric rules were unavailable in the retrieved history; all corresponding rates and prices here are adjustable assumptions. |
Interpretation: This is a new, fully specified toy implementation of the available rules. Matching an earlier percentage would not establish that this reconstruction reproduces the original model.
Monte Carlo sandbox
Edit a value, run independent worlds, and inspect the results. Probabilities use 0–1; large numbers accept scientific notation, such as 2e12.
6. Limitations and reproducibility
- Fictional/toy research. This is not an empirical science paper, a forecast, or evidence about any real person or system. It has no named author, affiliation, DOI, or claim of peer review.
- Structural assumptions dominate. There is no climate, tree aging, maturation delay, market capacity, land scarcity, watering labor, cash inflation, or debt-enforcement mechanism. Seed prices remain exogenous, so explosive growth can occur. The early quota is not guaranteed to be the only dangerous period.
- Numerical range. Resources and cumulative counters saturate at 10100 to prevent floating-point overflow. Any affected world is flagged, and its long-run resource quantities should be interpreted as saturated, not precise. Population is capped at its initial size; prices have explicit bounds.
- Sampling uncertainty. With 100 worlds, a few outcomes can move the estimated rate substantially. One world cannot establish a reliable rate. More runs reduce sampling noise but cannot validate the rules.
- Repeatability. The text seed and model settings determine the world streams. Longer simulation batches preserve the same first-world streams. Exports include the settings, seed, model version, and all completed outcomes. During cancellation, results include completed worlds only.
Source note
Rule provenance: the supplied and retrieved “Cat conversation translation” discussion, including the October 2026 quota, upgrade, repayment, and respawn statements. Earlier conversation outputs are treated as narrative data, not verified experimental evidence. No external research is implied. Model specification and executable methods are embedded in this file.