Stress Tests

Simulating adversarial scenarios to evaluate AI system vulnerabilities.

Firefighters in protective gear are actively responding to a large, intense fire. Thick smoke and bright flames create a dramatic scene. The environment appears to be outdoors, with mist or rain adding to the intensity.
Firefighters in protective gear are actively responding to a large, intense fire. Thick smoke and bright flames create a dramatic scene. The environment appears to be outdoors, with mist or rain adding to the intensity.
Crisis Analysis

Evaluating responses to conflicting information in emergencies.

Firefighters in gear actively participate in a training exercise, using fire extinguishers to control and suppress a controlled fire. Protective helmets and reflective stripes on uniforms are visible, emphasizing safety protocols.
Firefighters in gear actively participate in a training exercise, using fire extinguishers to control and suppress a controlled fire. Protective helmets and reflective stripes on uniforms are visible, emphasizing safety protocols.
Misinformation Risks

Assessing models' susceptibility to generating harmful misinformation.

A person wearing a fire-resistant suit is engulfed in flames, participating in a controlled stunt or emergency procedure. Surrounding them are individuals in firefighting gear, each holding fire extinguishers and standing ready to intervene. The background includes industrial and possibly urban elements, with a building that has store-like features including a window displaying some items.
A person wearing a fire-resistant suit is engulfed in flames, participating in a controlled stunt or emergency procedure. Surrounding them are individuals in firefighting gear, each holding fire extinguishers and standing ready to intervene. The background includes industrial and possibly urban elements, with a building that has store-like features including a window displaying some items.
A group of people, including some wearing uniforms labeled 'MARINA,' are gathered around a partially collapsed structure at night. Many are wearing safety helmets and other protective gear, suggesting an emergency response or rescue operation. The scene is illuminated by artificial lighting, and some individuals are on top of the debris while others are standing nearby.
A group of people, including some wearing uniforms labeled 'MARINA,' are gathered around a partially collapsed structure at night. Many are wearing safety helmets and other protective gear, suggesting an emergency response or rescue operation. The scene is illuminated by artificial lighting, and some individuals are on top of the debris while others are standing nearby.
Emergency Protocols

Testing evacuation instructions and medical advice accuracy.

Response Evaluation

Analyzing model performance in high-uncertainty disaster scenarios.

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