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AI is Reshaping Creative Fields: Music, Writing & Art

The Rise of AI in Creative Domains Artificial Intelligence (AI) has moved far beyond number-crunching and automation. Today, it’s playing a transformative role in traditionally human-centric fields like music, writing, and visual art. Algorithms are composing melodies, generating stories, and producing visuals that rival those created by human hands. As this shift unfolds, it prompts…

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WTF is GRPO?!? – KDnuggets

Image by Author | Ideogram   Reinforcement learning algorithms have been part of the artificial intelligence and machine learning realm for a while. These algorithms aim to pursue a goal by maximizing cumulative rewards through trial-and-error interactions with an environment. Whilst for several decades they have been predominantly applied to simulated environments such as robotics,…

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Gemini 2.5’s native audio capabilities

Safety and responsibility We’ve proactively assessed potential risks throughout every stage of the development process for these native audio features, using what we’ve learned to inform our mitigation strategies. We validate these measures through rigorous internal and external safety evaluations, including comprehensive red teaming for responsible deployment. Additionally, all audio outputs from our models are…

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