In our ongoing effort to provide businesses with the flexibility and choice needed to build innovative AI applications, we are…
We revisit the problem of secure aggregation of high-dimensional vectors in a two-server system such as Prio. These systems are…
Behind the Streams: Three Years Of Live at Netflix. Part 1.By Sergey Fedorov, Chris Pham, Flavio Ribeiro, Chris Newton, and Wei WeiMany…
Amazon Bedrock Knowledge Bases has extended its vector store options by enabling support for Amazon OpenSearch Service managed clusters, further…
Embeddings are a cornerstone of modern semantic search and Retrieval Augmented Generation (RAG) applications. In short, they enable applications to…
Vehicle data is critical for original equipment manufacturers (OEMs) to drive continuous product innovation and performance improvements and to support…
In the fast-paced world of AI, it can be challenging to pause and reflect on how we work. Yet this…
The rapid progress of foundation models and large language models (LLMs) has fueled significantly improvement in the capabilities of machine…
We design and implement AXLearn, a production deep learning system that facilitates scalable and high-performance training of large deep learning…
This post provides the theoretical foundation and practical insights needed to navigate the complexities of LLM development on Amazon SageMaker…