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Consensus and subjectivity of skin tone annotation for ML fairness

Google Research AI blog

Beyond evaluating model performance on skin tone, skin tone annotations enable researchers to measure diversity and representation in image retrieval systems , dataset collection , and image generation. Copyright TONL.CO For all of these applications, a collection of meaningful and inclusive skin tone annotations is key.

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Elon Musk’s Twitter (now X): Everything you need to know, from layoffs to verification

TechCrunch

When Twitter started enforcing the login requirement, Musk said that he took these “temporary” measures to prevent data scraping. The company hasn’t made any official announcement about allowing users to view links when you aren’t logged in or given any details on what measures it has taken to stop scraping.

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