Blog Posts | Joshua Berkowitz

5 Articles

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How GPU Acceleration and Automation Transform Vector Databases in Amazon OpenSearch Service

Want to build a billion-scale vector database in under an hour, all while slashing costs and minimizing manual effort? Well that’s now possible thanks to Amazon OpenSearch Service’s latest innovations...

AI search auto-optimization AWS cloud computing GPU acceleration OpenSearch performance vector database

Dec 16, 2025

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Unlocking GPU Power for Everyone: Docker Model Runner Adds Vulkan Support

Until recently, hardware acceleration options were mostly limited to proprietary GPU solutions, locking out many users. Docker’s latest Model Runner update changes the game by supporting Vulkan , a cr...

AI/ML Docker GPU acceleration local inferencing Model Runner open source Vulkan

Oct 9, 2025

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Hybrid Quantum-Classical Algorithms Set New Benchmarks in Quantum Chemistry

Quantum computing is rapidly transforming the way scientists approach complex problems. A breakthrough study has introduced a streamlined workflow that merges quantum and classical computing to model ...

computational chemistry error mitigation GPU acceleration hybrid algorithms quantum chemistry quantum computing quantum hardware

Aug 7, 2025

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Hybrid Quantum-Classical Algorithms: Transforming Molecular Simulations for Drug Discovery and Materials Science

Predicting complex chemical reactions has long challenged scientists, especially when speed and accuracy are critical. Recent advances are reshaping this landscape. Researchers have unveiled a hybrid ...

drug discovery error mitigation GPU acceleration hybrid algorithms molecular simulation quantum chemistry quantum computing transition metal complexes

Jul 25, 2025

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NVIDIA Blackwell and Llama 4 Maverick: Ushering in a New Era of AI Inference Speed

An NVIDIA AI system accomplished a record breaking 1,000+ tokens per second, per user, from a 400-billion-parameter language model all on a single machine. NVIDIA’s Blackwell architecture, paired with...

AI inference Blackwell GPU acceleration Llama 4 NVIDIA speculative decoding TensorRT-LLM

May 23, 2025

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