News | Joshua Berkowitz

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Speculative Cascades: The Hybrid Solution Driving Smarter, Faster LLM Inference

As user expectations and AI adoption soar, delivering fast, cost-effective, and high-quality results from LLMs has become a pressing goal for developers and organizations alike. Speculative cascades a...

AI efficiency AI optimization cascades language models LLM inference machine learning speculative decoding

Sep 21, 2025

0 5346

Speculative Cascades: Unlocking Smarter, Faster LLM Inference

Large language models (LLMs) are transforming digital experiences, but their impressive capabilities often come at the cost of slow and expensive inference. As businesses and users expect faster, more...

AI efficiency cascades cost-quality tradeoff hybrid models language models LLM inference speculative decoding

Sep 14, 2025

0 13937

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