• The 10 most viewed publications of 2025 From foundation model safety frameworks and formal verification at cloud scale to advanced robotics and multimodal AI reasoning, these are the most viewed publications from Amazon scientists and collaborators in 2025. • Copy link Email X LinkedIn Facebook Line Reddit QZone Sina Weibo WeChat WhatsApp Amazon Nova Premier: Technical report and model cardAmazon Nova Premier is Amazon’s most capable multimodal foundation model and teacher for model distillation. • Nova Premier processes text, images, and videos with a one-million-token context window, enabling analysis of large codebases, long documents, and long videos in a single prompt.The model also enables customers to use Amazon Bedrock to create customized variants of Amazon Nova Pro, Nova Lite, and Nova Micro that maintain high accuracy while offering improved speed and cost efficiency. • Like all Nova models, Nova Premier is built with integrated safety measures and responsible AI practices, maintaining our commitment to customer trust, security, and reliability. • Amazon Nova Premier is Amazon’s most capable multimodal foundation model and teacher for model distillation. • Nova Premier processes text, images, and videos with a one-million-token context window, enabling analysis of large codebases, long documents, and long videos in a single prompt.

Article Summaries:

  • Amazon unveiled a suite of advanced AI models under the Nova brand, highlighting Nova Premier as a multimodal foundation capable of processing text, images, and videos with a one‑million‑token context window. The company also introduced Nova Sonic, a unified speech‑text architecture that reduces latency and supports natural turn‑taking in voice assistants. Amazon outlined a risk‑management framework for high‑impact capabilities, detailing thresholds, evaluations, and mitigations. Additionally, AWS rebuilt its authorization engine using formal verification in Dafny, achieving a threefold performance boost. The next‑generation Nova 2 family adds dynamic reasoning controls and offers Lite and Pro variants for enterprise use.

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