Blog Posts | Joshua Berkowitz

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ShinkaEvolve: Harnessing Evolutionary Principles for AI Innovation

Sakana AI's ShinkaEvolve framework is enabling AI models to discover novel algorithms with unprecedented speed and efficiency. Drawing on the power of large language models (LLMs) and evolutionary str...

AI evolution algorithm discovery large language models open source AI sample efficiency scientific innovation ShinkaEvolve

Dec 8, 2025

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Smarter LLMs: How the vLLM Semantic Router Delivers Fast, Efficient Inference

Large language models are evolving rapidly. Instead of simply increasing their size, innovators now focus on maximizing efficiency, reducing latency, and assigning compute resources according to query...

enterprise AI Kubernetes latency optimization LLM inference model efficiency open source AI semantic routing

Sep 17, 2025

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LM Studio Lifts Licensing Barriers: Free AI Tools for Workplaces

Wouldn’t it be great if your team could harness powerful AI without worrying about legal hoops? LM Studio just helped our businesses everywhere by removing its commercial licensing requirement, allowi...

AI tools enterprise software open source AI privacy productivity software licensing workplace AI

Jul 11, 2025

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Ether0 Is Transforming Chemistry with AI-Powered Scientific Reasoning

ether0, FutureHouse's new open-source, 24-billion-parameter model, hints at a future where scientific breakthroughs are achieved faster thanks to AI models that excel at complex reasoning in fields li...

AI chemistry AI safety drug discovery FutureHouse molecular design open source AI reinforcement learning scientific reasoning

Jun 15, 2025

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Automated Model Merging: How Evolutionary Optimization is Democratizing AI Innovation

Building advanced AI models has traditionally required vast computational resources, high costs, and significant environmental impact. Now, a new method—evolutionary optimization for automated model m...

AI models cross-domain AI evolutionary algorithms large language models machine learning optimization model merging open source AI

Jun 2, 2025

0 4708

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