5. Prioritizing Quality Data From The Start

Source:https://pair.withgoogle.com/guidebook/patterns

The foundation of any successful AI project is good data. Poor data management can lead to “data cascades,” where one issue leads to another, impacting the user experience. Investing in robust data practices early on can prevent these pitfalls.

Aim For:

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Stewards of the information commons – and in particular organizations manag -ing open licensing frameworks and content-sharing platforms – are among those stakeholders who should face the challenge of mitigating risks and harms associ -ated with and caused by the open sharing of content as an information commons. These stakeholders need to collabor... See more