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The PRECRIME project aims to enhance software testing for autonomous systems by introducing anticipatory testing. This method detects potential bugs in real-time by using self-assessment oracles, allowing for automatic testing and patching before failures occur in the field.
One of the long-lasting dreams in science fiction is the ability to arrest criminals before they even commit crimes.
Software testing researchers have a similar dream: when the context for a bug manifestation occurs in the field, the goal is to discover and fix the bug before it causes any in-field failure.
In fact, current practice of pre-release testing is severely limited when dealing with autonomous AI (Artificial Intelligence) systems (such as self-driving cars, robots, automated traders, v…
UNIVERSITA DELLA SVIZZERA ITALIANA
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