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People have eyes, ears, a voice, hands, etc. You've a very narrow definition of novel, which is based soley on incidental features of the environment. For ani
by mjburgess 2y ago
People have eyes, ears, a voice, hands, etc.
You've a very narrow definition of novel, which is based soley on incidental features of the environment.
For animals, a novel situation is one in which their learnt skills to adapt to the environment fail, and have to acquire new skills. In this sense, drivers are rarely in novel environments.
For statistical systems, novelty can be much more narrowly defined as simply the case where sensory data fails a similar-distribution test with historical data --- this is vastly more common, since the "statistical profile of historical cases, as measured, in data" is narrow.. whilst the "situations skills apply to" is wide.
An example definition of narrow/wide, here: the amount of situations needed to acquire safety in the class of similar environments is exponential for narrow systems, and sublinear for wide ones. ie., A person can adapt a skill in a single scenario, whereas a statistical system will require exponentially more data in the measures of that class of novel scenarios.
- arghwhat 2y agoI have a very wide definition of novel - any exact environment you have not yet traversed. First time taking that right turn? Novel route. Out eyes, ears, voice and hands are quite useless when operated consciously.