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Episode 3: Language Tech For All

Vanishing Gradients

CHAPTER

Is It Worth Building a Machine Learning Machine?

Saga absolute, not everything is worth building. And even things that you know may have some value in building have a real, genuine potential to cause harm. In every single piece of language data, there are reflexes of your social identity. So being very aware of the relevant social factors that are reflected in language use can help prevent systems that don't work and would be good not to do.

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