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Today we are happy to announce Ocelot, our first-generation quantum chip. Ocelot represents Amazon Web Services’ pioneering effort to develop, from the ground up, a hardware...
Code generation — automatically translating natural-language specifications into computer code — is one of the most promising applications of large language models (LLMs). But the more...
Relational databases (RDBs) store vast amounts of structured data across multiple interconnected tables. This rich relational information has immense potential for predictive machine learning. However, the...
One of the most important features of today’s generative models is their ability to take unstructured, partially unstructured, or poorly structured inputs and convert them into...
Quantum key distribution (QKD) is a technology that leverages the laws of quantum physics to securely share secret information between distant communicating parties. With QKD, quantum-mechanical...
Database research and development is heavily influenced by benchmarks, such as the industry-standard TPC-H and TPC-DS for analytical systems. However, these 20-year-old benchmarks capture neither how...
The 10 most viewed blog posts of 2024 Large language models remained a hot topic, but posts about cryptography and automated reasoning also drew readers. Staff...
Amazon Research Awards (ARA) provides unrestricted funds and AWS Promotional Credits to academic researchers investigating various research topics in multiple disciplines. This cycle, ARA received many...
AWS Identity and Access Management (IAM) policies provide customers with fine-grained control over who has access to what resources in the Amazon Web Services (AWS) Cloud....
Most of today’s breakthrough AI models are based on the transformer architecture, which is distinguished by its use of an attention mechanism. In a large language...