AI debugging at Meta with HawkEye

HawkEye is the powerful toolkit used internally at Meta for monitoring, observability, and debuggability of the end-to-end machine learning (ML) workflow that powers ML-based products. HawkEye supports recommendation and ranking models across several products at Meta. Over the past two years, it has facilitated order of magnitude improvements in the time spent debugging production issues….

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Elon Musk’s X suffered yet another global outage

Elon Musk’s social media platform X, formerly known as Twitter, suffered an outage globally earlier Thursday that lasted for more than an hour. The error, the cause of which remains unknown, prevented users from viewing tweets, according to their complaints. X Pro, formerly known as TweetDeck, also faced the outage. While users were able to…

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Enhancing Content Review: Proactively addressing threats with AutoML

Figure 3: This illustration summarizes how the AutoML framework automates the model training, development, and deployment steps  The AutoML framework trains classifiers, experimenting with multiple model architectures in parallel. It performs a systematic search over a range of hyperparameters, optimization approaches, and models, saving data scientists the effort of trying different algorithms manually.  The AutoML…

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YouTube will allow videos with breastfeeding nudity and twerking to be monetized

Breastfeeding: Breastfeeding content where a child is present, even with visible areola, can now earn ad revenue. Previously, such content was only monetizable if no areola was visible. Also, breastfeeding thumbnails with focus on breasts without visible areola can now earn ad revenue. Sensual dancing:  Non-sexually graphic dancing involving rhythmic body movements, such as twerking…

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