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Use Generative AI for Facebook Ads to Combat Fatigue

Have you noticed your Facebook ads drop in performance soon after you put a new campaign on the platform? You’re definitely not alone. The Meta platforms Facebook and Instagram still have the largest audiences in social media, but Facebook’s ad dominance has eroded in the past few years. That’s both in terms of how much …

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FRMT: A Benchmark for Few-Shot Region-Aware Machine Translation

Posted by Parker Riley, Software Engineer, and Jan Botha, Research Scientist, Google Research Many languages spoken worldwide cover numerous regional varieties (sometimes called dialects), such as Brazilian and European Portuguese or Mainland and Taiwan Mandarin Chinese. Although such varieties are often mutually intelligible to their speakers, there are still important differences. For example, the Brazilian …

Serving PyTorch models with prebuilt containers on Vertex AI

Machine learning (ML) practitioners using PyTorch tell us that it can be challenging to advance their ML project beyond experimentation. That’s why over the last year, we’ve prioritized development workthat makes it easier for PyTorch users to deploy models in the cloud using Vertex AI. Vertex AI is a fully-managed machine learning platform with tools, …

A way to govern ethical use of artificial intelligence without hindering advancement

Texas A&M University School of Public Health researchers are developing a new governance model for ethical guidance and enforcement in the rapidly advancing field of artificial intelligence (AI). Known as Copyleft AI with Trusted Enforcement, or CAITE, the researchers believe this model will guard against the potential harms of AI without hindering technological advancements.