Evidence · DiggingBeagle record
SoK: financial LLM trading agents and unenforced risk controls
Systematization comparing claimed trading risk modules with source code in seven agent implementations.
- Source role
- primary disclosure
Evidence record
Systematization comparing claimed trading risk modules with source code in seven agent implementations.
Claim-level citations (1)
- supportsOpen-source trading-agent designs advertised safeguards absent from execution paths: A systematic review of published financial LLM agent designs found mismatches between described risk controls and accessible implementation code, including missing independent enforcement of position limits, drawdown limits and stop-loss constraints.
Abstract; code-versus-paper review; security and risk-limit findings