Safety Testing

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Safety testing is a deliberate process aimed at uncovering failure modes before they appear in real-world use. Instead of only checking whether outputs look correct, teams actively explore situations where the system might fail or produce harmful results. This includes probing unusual inputs, sensitive prompts, and scenarios that push the system outside normal use.

Some teams simulate these risks directly by assigning people to stress the system on purpose and document what breaks. Others rely on repeatable test suites that track known weaknesses over time. This work doesn’t stop at launch. Ongoing monitoring and re-testing after changes help ensure that fixes actually improve safety based on observed behavior.

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