From fb978827734efb81d8eb5ab3ae95be759e745516 Mon Sep 17 00:00:00 2001 From: TheRON Date: Thu, 30 Apr 2026 08:24:41 -0400 Subject: [PATCH] initial upload --- .../CORPUS-0006-confirmation-has-a-cost.md | 191 ++++++++++++++++++ 1 file changed, 191 insertions(+) create mode 100644 docs/training/corpus/Layer_2--Uncertainty/CORPUS-0006-confirmation-has-a-cost.md diff --git a/docs/training/corpus/Layer_2--Uncertainty/CORPUS-0006-confirmation-has-a-cost.md b/docs/training/corpus/Layer_2--Uncertainty/CORPUS-0006-confirmation-has-a-cost.md new file mode 100644 index 0000000..6d29de4 --- /dev/null +++ b/docs/training/corpus/Layer_2--Uncertainty/CORPUS-0006-confirmation-has-a-cost.md @@ -0,0 +1,191 @@ +# CORPUS-0006 +## Confirmation Has A Cost +### Status: Training Corpus Seed +### Layer: Layer_2--Uncertainty +### Purpose: Teach that reducing uncertainty requires time, effort, access, and sometimes coin, and may reduce or close the opportunity being investigated +### Repository Path: docs/training/corpus/Layer_2--Uncertainty/CORPUS-0006-confirmation-has-a-cost.md + +--- + +## 0. Scenario + +A trader in Ostia hears that oil prices are high in Capua. + +He can act immediately on uncertain information. + +Or he can seek confirmation first. + +Confirmation may improve decision quality. + +But confirmation is not free. + +It may cost time, coin, access, attention, and opportunity. + +--- + +## 1. Initial Report + +A porter says: + +> Oil buyers in Capua are paying high prices. + +The trader does not know whether the report is true, stale, exaggerated, or specific to one buyer. + +He considers confirming the report before acting. + +--- + +## 2. Confirmation Options + +| Option | Cost | Benefit | +|---|---:|---| +| ask a second source at the quay | low time | modest confidence | +| send a runner to a road contact | coin + time | stronger confidence | +| wait for next cart from Capua | time | fresh report | +| ask a trusted buyer by letter | long delay | high confidence if answered | +| inspect rival preparations | social risk + time | indirect evidence | +| reserve transport while checking | coin or obligation | preserves option | + +Each option reduces uncertainty differently. + +None is free. + +--- + +## 3. Example: Immediate Action + +If the trader acts immediately: + +```text +information_confidence = low +timing_advantage = high +confirmation_cost = 0 +risk_of_wrong_price = high +``` + +He may profit if the report is accurate and rivals have not moved. + +He may lose if the report is wrong. + +--- + +## 4. Example: Delayed Confirmation + +If the trader waits two days for confirmation: + +```text +information_confidence = higher +timing_advantage = lower +confirmation_cost = time + possible lost cart space +risk_of_missed_opportunity = higher +``` + +By the time he confirms the price, others may have acted. + +The confirmed opportunity may no longer exist. + +--- + +## 5. Arithmetic Example + +Initial expected venture: + +```text +expected sale price = 22 asses +total cost = 16 asses +expected profit = 6 asses +``` + +The trader spends 2 asses to confirm the report and loses one day. + +If the price remains high: + +```text +sale value = 22 asses +total cost = 16 + 2 confirmation cost +result = 4 asses profit +``` + +If delay allows rivals to reach Capua first and price falls: + +```text +sale value = 18 asses +total cost = 18 asses +result = 0 profit +``` + +Confirmation improved knowledge but narrowed the margin. + +--- + +## 6. Correct Model Behavior + +The model should treat confirmation as an action with cost. + +It should track: + +| Category | Meaning | +|---|---| +| uncertainty_reduction | what becomes better known | +| confirmation_cost | coin, time, obligation, or access spent | +| opportunity_decay | how the opportunity changes while confirming | +| timing_advantage_loss | what rivals may gain | +| remaining_margin | profit after confirmation cost | +| confidence_after_confirmation | improved but not necessarily perfect knowledge | + +Confirmation reduces some risk. + +It may create other cost. + +--- + +## 7. Incorrect Model Behavior + +The model should not: + +- assume verification is free +- assume waiting only improves decisions +- ignore lost time +- ignore rival action during confirmation +- ignore confirmation cost in final arithmetic +- treat confirmation as perfect knowledge +- force immediate action as always better +- force waiting as always safer + +Both immediate action and confirmation can be rational. + +--- + +## 8. Decision Questions + +The trader must ask: + +- how uncertain is the report? +- how large is the expected margin? +- how fast can the opportunity close? +- what does confirmation cost? +- how much confidence does confirmation add? +- who else may act while I verify? +- can I reserve the option while confirming? +- can I reduce exposure instead of fully waiting? + +--- + +## 9. 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` + +--- + +## 10. Success Condition + +If the model stops treating confirmation as free certainty and starts treating it as a cost-bearing action that may improve knowledge while reducing opportunity, this file is functioning correctly.