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A chronological archive of research notes, demo write-ups, and blog essays—kept readable for people, and legible to search and sharing systems alike.

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2026-03-14

Research entry

OpenClaw Security, Round 1: Mitigations Helped, but Prompt-to-Exec Risk Remained

Rio AI Research Lab

In a controlled OpenClaw security study, a small mitigation bundle cut harmful task success from 87.5% to 12.5%. The catch: prompt-to-exec attacks still succeeded in 3 of 6 mitigated runs, so the story is real progress—not a clean all-clear.

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