Files
ai/gateway/knowledge/trading/strategies/cash/money-laundering-dark-side.md
Tim Olson 47471b7700 Expand model tag support: add GLM-5.1, simplify Anthropic IDs, scan tags anywhere in message
- Flink update_bars debouncing
- update_bars subscription idempotency bugfix
- Price decimal correction bugfix of previous commit
- Add GLM-5.1 model tag alongside renamed GLM-5
- Use short Anthropic model IDs (sonnet/haiku/opus) instead of full version strings
- Allow @tags anywhere in message content, not just at start
- Return hasOtherContent flag instead of trimmed rest string
- Only trigger greeting stream when tag has no other content
- Update workspace knowledge base references to platform/workspace and platform/shapes
- Hierarchical knowledge base catalog
- 151 Trading Strategies knowledge base articles
- Shapes knowledge base article
- MutateShapes tool instead of workspace patch
2026-04-28 15:05:15 -04:00

43 lines
2.9 KiB
Markdown

---
description: "A three-stage process (placement, layering, integration) by which illegal cash is transformed into legitimate-appearing assets; documented here for educational and awareness purposes only."
tags: [cash, illegal, awareness]
---
# Money Laundering — The Dark Side of Cash
**Section**: 17.2 | **Asset Class**: Cash | **Type**: Illegal activity (documented for educational/awareness purposes only)
## Overview
Money laundering is an activity wherein cash is used as a vehicle to transform illegal profits into legitimate-appearing assets. It is documented here solely for educational and awareness purposes — this is an illegal activity in virtually all jurisdictions and is not a legitimate trading strategy. Understanding its mechanics is relevant for compliance, AML (anti-money-laundering) system design, and regulatory awareness.
## Construction / Mechanics
There are three main steps in a money laundering process:
1. **Placement** — The first and riskiest step. Illegal funds are introduced into the legal economy via fraudulent means, e.g., by dividing funds into small amounts and depositing them into multiple bank accounts (structuring/smurfing) to avoid detection thresholds.
2. **Layering** — Moving the money around between different accounts and even countries, thereby creating complexity and separating the money from its source by several degrees. The goal is to obscure the audit trail.
3. **Integration** — Money launderers recover the funds via legitimate-looking sources, e.g., cash-intensive businesses such as bars, restaurants, car washes, hotels (in some countries), gambling establishments, and parking garages.
## Return Profile / Objective
The "return" is the successful conversion of illicit proceeds into spendable, untraceable wealth. The primary risk is detection and prosecution at the placement stage, which is why smurfing and structuring techniques are employed to stay below reporting thresholds.
## Key Parameters / Signals
- **Placement risk**: highest at initial deposit stage; mitigated by structuring below reporting thresholds
- **Layering complexity**: number of intermediary accounts, jurisdictions, and transactions used to obscure origin
- **Integration vehicles**: choice of business type affects detectability (high-cash-volume businesses preferred)
## Variations
- **Trade-based laundering**: over- or under-invoicing international trade transactions
- **Real estate laundering**: purchasing and reselling property through shell companies
- **Cryptocurrency layering**: use of mixers, privacy coins, and cross-chain swaps to layer funds
## Notes
This strategy is **illegal** in all major jurisdictions. It is documented here exclusively for educational purposes, AML awareness, and to support the design of detection and compliance systems. Financial institutions are required by law (e.g., BSA/AML regulations, FATF guidelines) to implement controls to detect and report suspicious activity consistent with these patterns.