Drone-Bench Measures AI-Coded Drone Surveillance

Drone-Bench is a valuable reality check for agents crossing from software into the physical world, though its isolated tasks likely overstate end-to-end reliability.

• –Scores models against a human-plus-AI baseline across five increasingly dependent capabilities
• –Exposes how small failures in mapping, localization, or detection can compound into crashes or mission failure
• –Ten submissions with score feedback measure optimization ability as well as initial coding skill
• –The surveillance framing makes safety and misuse concerns concrete, especially as coding agents gain hardware access