Handling Outliers

Human> Hey Otto, what’s another word for one off?

Intent Engine> Who is Otto?

Human> You are. It’s my name for my bot that interfaces with The Intent Engine and performs automated tasks for me.

Intent Engine> Oh ok. Another word for one off is…

Intent Engine> solo

Intent Engine> unparalleled

Intent Engine> unique

Intent Engine> outlier

Intent Engine> Why do you ask?

Human> I’m just curious how to train a machine learning model for outliers such as this sign that I saw today. It made me wonder how autonomous self driving cars would interpret it.

 

Human> Will the car stop for pedestrians or will it run over them in an attempt to do what the sign says and STOP pedestrians?

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