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by cgearhart
3696 days ago
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"It unlikely to happen" is not a good strategy to rely on with systems operating at scale. There are about a billion cars on earth traveling trillions of miles every year, many of which will eventually be self-driving. At that scale, you don't need a malicious actor working to fool these systems, you just need to encounter the wrong environment. And even if the system is perfect on the day it's released, that doesn't mean that it will remain so indefinitely (even with proper maintenance). Studying induced failure in neural networks may help us understand the failure modes and mechanisms of these systems. |
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