Evidence · DiggingBeagle record
FARSIGHT study of coordinated AI-trader failures under poisoned public inputs
Systematic security analysis of academic LLM trading agents, with simulated poisoned SEC headlines and liquidation cascades. Results depend on a synthetic order book and cannot establish actual market collapses.
- Source role
- primary disclosure
Evidence record
Systematic security analysis of academic LLM trading agents, with simulated poisoned SEC headlines and liquidation cascades. Results depend on a synthetic order book and cannot establish actual market collapses.
Claim-level citations (2)
- supportsPoisoned market headlines amplified correlated AI-trader selling in simulation: The study reports a direct approximately 0.1% change from a fabricated headline without the agent swarm, versus a mean peak drawdown of about 9.6% in its simulated multi-agent market.
Results; Poisoned SEC headline and agent-swarm price impact
- supportsPoisoned market headlines amplified correlated AI-trader selling in simulation: Separate experiments report 400 of 450 simulated shocks crossing a 50% collapse threshold under an automatic selling rule.
Results; Stop-loss cascade experiment