News | Joshua Berkowitz

4 Articles

AI optimization ×

Dion Optimizer: Transforming Distributed AI Training Efficiency

Optimizers such as Adam and AdamW have been essential to training large-scale neural networks. However, as model sizes soar into the trillions of parameters, the need for more efficient training metho...

AI optimization deep learning distributed training large language models open source orthonormal updates PyTorch scalability

Nov 16, 2025

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A Modern Approach to High-Concurrency, Low-Latency Data Warehousing on Databricks

Modern organizations need data warehouses that deliver real-time analytics to hundreds of users, with both high concurrency and low latency. Databricks meets this demand by unifying warehousing, analy...

AI optimization cloud analytics Databricks data governance data warehouse high concurrency lakehouse low latency

Oct 8, 2025

0 4345

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 6534

Google’s AI Balances Creativity and Logistics in Trip Planning

Google’s latest innovation blends the creative strengths of large language models (LLMs) with the precision of optimization algorithms, revolutionizing how we approach travel itineraries. Google's lat...

AI optimization algorithms Gemini Google Research LLM travel itineraries trip planning user preferences

Jun 17, 2025

0 2497

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