BackPhysical (Mechanical ) Risks
Physical (Mechanical ) Risks
Risks of AI Scientists: Prioritizing Safeguarding Over Autonomy
Risk Domain
AI systems that fail to perform reliably or effectively under varying conditions, exposing them to errors and failures that can have significant consequences, especially in critical applications or areas that require moral reasoning.
"Physical (mechanical) risks are associated with robotics and automated systems, which could lead to equipment malfunctions or physical harm in laboratory settings."(p. 7)
Entity— Who or what caused the harm
Intent— Whether the harm was intentional or accidental
Timing— Whether the risk is pre- or post-deployment
Supporting Evidence (1)
1.
Examples: "Robot malfunctions Infrastructure failure Energy overload"(p. 4)
Other risks from Tang2025 (7)
Chemical Risks
4.2 Cyberattacks, weapon development or use, and mass harmHumanIntentionalPost-deployment
Biological Risks
4.2 Cyberattacks, weapon development or use, and mass harmOtherUnintentionalOther
Radiological Risks
7.3 Lack of capability or robustnessOtherOtherPost-deployment
Information Science Risks
2.1 Compromise of privacy by leaking or correctly inferring sensitive informationOtherOtherPost-deployment
Malicious and Direct
4.0 Malicious Actors & MisuseHumanIntentionalOther
Malicious and Indirect
4.0 Malicious Actors & MisuseOtherIntentionalOther