Frontier AI safety tests may be creating the very risks they're meant to stop

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AI + ML

Think tank warns outsider access to powerful models is governed by patchy controls and a hope nobody dangerous gets in

Frontier AI safety testing is becoming a security nightmare of its own, with a new RUSI report warning that the process of granting outsiders access to inspect powerful AI models is itself creating new security risks.

The paper, published Tuesday by London-based think tank Royal United Services Institute (RUSI), warns that the rapidly expanding system of third-party AI evaluations is riddled with inconsistent standards, vague terminology, weak access controls, and security assumptions that would make most enterprise infosec teams break out in hives.

The report focuses on a growing problem facing governments and AI companies alike: meaningful safety testing requires outsiders to access advanced models, but every new access pathway creates another opportunity for theft, tampering, espionage, or abuse.

That gets especially risky when the systems...

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Sources: an attack exploiting a previously unknown vulnerability in Huawei router software caused a three-hour nationwide telecoms outage in Luxembourg in 2025

Sponsor Posts Niantic Spatial: World models need real-world data — Scaniverse is the gateway to spatial services — self-serve and built for AI and robotics. Large-area 3D reconstruction from 360° cameras and precise localization, anywhere machines operate. Protecting your Cloud Applications Data — Backing up Office 365, Google Workspace, Dropbox & Salesforce data