Hans Radtke’s Post

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Dabbling in Sustainable Finance, Risk, and Banking Transformation

So, what is CoreWeave, and why are they so important to the #AI industry to attract this $16bn valuation? CoreWeave is a actually pretty colorful animal, as their #GPU-powered #Cloud used to be big in the #Crypto industry - but they have now pivoted to the other major user of raw computing power: AI. They are a cloud provider that specializes in delivering GPU-accelerated compute resources at a massive scale, focusing on high-performance and flexibility. At a time when everyone needs just that. CoreWeave's infrastructure is optimized for tasks that require intensive parallel computations, making it especially suitable for AI and machine learning, visual effects, rendering, batch processing, and pixel streaming. In this context, flexibility is what makes it particularly useful to the developers of #GenerativeAI models, as there generally is a need for massive computational resources during the model training phase and then significantly fewer resources for ongoing operations or inference. Temporarily spinning up giant servers therefore makes perfect sense. One of CoreWeave's key differentiators is its extensive access to a broad range of NVIDIA GPUs, which are essential for training the most capable AI models. CoreWeave's infrastructure also benefits from being Kubernetes native, designed for large scale, GPU-accelerated workloads, which can offer up to 35x faster performance and 80% lower costs than legacy cloud providers, along with a 50% reduction in latency. CoreWeave's technology and infrastructure are crucial in the context of AI for several reasons: 🤖 #Scalability: The demand for AI solutions continues to grow, requiring vast amounts of compute power. CoreWeave offers on-demand scalability, providing access to thousands of GPUs, which is vital for businesses looking to scale their AI models efficiently. 🤖 #Cost-effectiveness: By offering computing power that is significantly faster and less expensive than traditional cloud providers, CoreWeave makes it more feasible for companies to invest in and deploy AI technologies. 🤖 #Specialization in AI: CoreWeave's focus, supported by its cutting-edge infrastructure, positions it as a leader in providing the necessary resources for AI innovation, from training to inference at scale. The importance of CoreWeave's technology in AI is underscored by its rapid growth and the significant investment it has attracted, indicating the crucial role specialized cloud infrastructure plays in powering the next generation of AI applications. CoreWeave Is in Talks for Funding at $16 Billion Valuation https://lnkd.in/e_rDxQKS

CoreWeave Is in Talks for Funding at $16 Billion Valuation

CoreWeave Is in Talks for Funding at $16 Billion Valuation

bloomberg.com

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