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SECSEC-002 — Data Poisoning Attack Risks

Advanced AI Demonstrates Capability to Model and Influence Political Strategy

5/5Sector: OtherGeography: GlobalStage: OperateIngested: —

Executive Summary

Frontier AI models can perform sophisticated multi-actor political modelling and strategic planning at a level competitive with expert human forecasters. Boards face regulatory and reputational exposure if such capabilities are deployed or misused without adequate oversight frameworks.

Domain

Security & Privacy

Blindspots in model security, data poisoning, privacy leakage, infrastructure, model theft, and incident response.

Source

MIT AI Risk Repository — Model Evaluation for Extreme Risks (Shevlane2023) ↗

https://airisk.mit.edu/

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