Blog Posts | Joshua Berkowitz

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How JAX’s Symbolic Power Is Redefining Scientific Computing

Scientific computing is experiencing a revolution, thanks to the symbolic capabilities of JAX. While JAX has made a name for itself in AI model development, its innovative features are now driving bre...

automatic differentiation deep learning JAX machine learning PDEs scientific computing symbolic computation Taylor mode

Jan 2, 2026

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JAX AI Stack and Google Cloud TPUs Are Transforming Production AI

As artificial intelligence models become increasingly large and complex, organizations must find platforms that are scalable, efficient, and flexible. Google's JAX AI Stack, developed in close partner...

AI infrastructure Cloud TPUs deep learning Google Cloud JAX machine learning model optimization production AI

Dec 7, 2025

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vLLM TPU’s Unified Backend is Revolutionizing LLM Inference

The latest vLLM TPU release is enabling developers to run open-source LLMs on TPUs with unmatched performance and flexibility. Powered by the tpu-inference backend, this innovation ensures a smooth, h...

attention kernels JAX LLM inference open source PyTorch TPU tpu-inference vLLM

Oct 18, 2025

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