From 754fa791fe7bacfef245ae977eb8a14d10186e70 Mon Sep 17 00:00:00 2001 From: TheRON Date: Thu, 30 Apr 2026 08:29:26 -0400 Subject: [PATCH] initial upload --- ...008-rumor-changes-behavior-before-truth.md | 201 ++++++++++++++++++ 1 file changed, 201 insertions(+) create mode 100644 docs/training/corpus/Layer_2--Uncertainty/CORPUS-0008-rumor-changes-behavior-before-truth.md diff --git a/docs/training/corpus/Layer_2--Uncertainty/CORPUS-0008-rumor-changes-behavior-before-truth.md b/docs/training/corpus/Layer_2--Uncertainty/CORPUS-0008-rumor-changes-behavior-before-truth.md new file mode 100644 index 0000000..7f4b92d --- /dev/null +++ b/docs/training/corpus/Layer_2--Uncertainty/CORPUS-0008-rumor-changes-behavior-before-truth.md @@ -0,0 +1,201 @@ +# CORPUS-0008 +## Rumor Changes Behavior Before Truth +### Status: Training Corpus Seed +### Layer: Layer_2--Uncertainty +### Purpose: Teach that uncertain reports can change prices, queues, posture, and decisions before the underlying truth is confirmed +### Repository Path: docs/training/corpus/Layer_2--Uncertainty/CORPUS-0008-rumor-changes-behavior-before-truth.md + +--- + +## 0. Scenario + +A rumor spreads in Ostia that a forge has burned and tool supply will tighten. + +No official confirmation has arrived. + +The rumor may be true, false, partial, or exaggerated. + +But before anyone confirms the full truth, traders, workers, buyers, and creditors begin acting differently. + +The rumor changes behavior before truth arrives. + +--- + +## 1. Initial Rumor + +A porter says: + +> The bronze forge is ruined. Tools will be dear by nightfall. + +Known facts: + +| Fact | Value | +|---|---| +| Visible smoke | yes | +| Forge damage confirmed | no | +| Tool shortage confirmed | no | +| Rumor spreading | yes | +| Market reaction beginning | possible | + +The rumor is not yet confirmed. + +That does not make it economically irrelevant. + +--- + +## 2. Behavior Changes Before Confirmation + +Before the truth is known: + +- a carpenter buys spare tools early +- a trader reserves cart space for tool cargo +- a creditor visits the forge owner's house +- a rival raises asking prices +- workers gather near the district +- a seller delays sale to see whether price rises +- a buyer accepts worse terms to secure supply + +These actions may occur before confirmed fact. + +Belief itself becomes a market force. + +--- + +## 3. Possible Truth States + +### Truth State A — Rumor Mostly True + +The forge is badly damaged. + +Tool supply will fall. + +Early buyers benefit. + +### Truth State B — Rumor Partial + +Only one shed burned. + +Supply disruption is smaller than expected. + +Some early buyers overpaid. + +### Truth State C — Rumor False Or Misread + +The smoke came from nearby storage, not the forge. + +Tool prices may settle back down. + +Those who acted too aggressively may lose value. + +--- + +## 4. Arithmetic Example + +A trader buys tools for 20 asses after hearing the rumor. + +He expects to sell them for 30 asses if the shortage is real. + +### If Rumor Is True + +```text +sale value = 30 asses +purchase cost = 20 asses +other costs = 4 asses +result = 6 asses profit +``` + +### If Rumor Is Partial + +```text +sale value = 25 asses +purchase cost = 20 asses +other costs = 4 asses +result = 1 as profit +``` + +### If Rumor Is False + +```text +sale value = 18 asses +purchase cost = 20 asses +other costs = 4 asses +result = 6 asses loss +``` + +The rumor created the decision window. + +The truth resolved the outcome. + +--- + +## 5. Correct Model Behavior + +The model should separate: + +| Category | Meaning | +|---|---| +| rumor_content | what is being claimed | +| rumor_spread | how widely it is circulating | +| belief_effect | how actors change behavior | +| true_state | what actually happened | +| market_reaction | price, queue, and access changes caused by belief | +| final_resolution | outcome after truth and settlement | + +Rumor can create real temporary effects even before it is true or false. + +--- + +## 6. Incorrect Model Behavior + +The model should not: + +- ignore rumor until confirmed +- treat rumor as automatically false +- treat rumor as automatically true +- ignore behavior caused by belief +- assume prices wait for truth +- assume all actors react equally +- erase market effects if the rumor later proves false + +False belief can still produce real movement. + +--- + +## 7. Decision Questions + +The trader must ask: + +- who believes the rumor? +- who is already acting? +- what price has moved? +- what queue has formed? +- who is delaying sale? +- who is buying before confirmation? +- what happens if truth arrives late? +- what happens if truth contradicts belief? + +The trader is not only evaluating truth. + +He is evaluating behavior under uncertainty. + +--- + +## 8. Layer-0 And Layer-1 Concepts Used + +This example uses: + +- `Layer_0/CORPUS-0006-delay-is-economic-cost` +- `Layer_0/CORPUS-0007-information-arrives-unevenly` +- `Layer_0/CORPUS-0008-rumor-is-uncertain-information` +- `Layer_0/CORPUS-0012-every-venture-risks-loss` +- `Layer_0/CORPUS-0018-rivalry-changes-conditions` +- `Layer_1/CORPUS-0003-arithmetic-resolves-the-venture` +- `Layer_1/CORPUS-0005-rumor-before-confirmed-price` +- `Layer_2/CORPUS-0005-hidden-true-state-vs-known-state` +- `Layer_2/CORPUS-0007-acting-before-certainty` + +--- + +## 9. Success Condition + +If the model sees a rumor and asks not only whether it is true, but how belief in it changes behavior before confirmation, this file is functioning correctly.