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Today, we announced native image generation and editing in Gemini 2.5 Flash to deliver higher-quality images and more powerful creative control. Gemini 2.5 Flash Image is State of the Art (SOTA) for both generation and image editing. For creative use cases, this means you can create richer, more dynamic visuals and edit images until they’re …
Read more “Building next-gen visuals with Gemini 2.5 Flash Image on Vertex AI”
We introduce SlowFast-LLaVA-1.5 (abbreviated as SF-LLaVA-1.5), a family of video large language models (LLMs) offering a token-efficient solution for long-form video understanding. We incorporate the two-stream SlowFast mechanism into a streamlined training pipeline, and perform joint video-image training on a carefully curated data mixture of only publicly available datasets. Our primary focus is on highly …
As data becomes more abundant and information systems grow in complexity, stakeholders need solutions that reveal quality insights. Applying emerging technologies to the geospatial domain offers a unique opportunity to create transformative user experiences and intuitive workstreams for users and organizations to deliver on their missions and responsibilities. In this post, we explore how you …
Read more “Enhance Geospatial Analysis and GIS Workflows with Amazon Bedrock Capabilities”
Debugging in a complex, distributed cloud environment can feel like searching for a needle in a haystack. The sheer volume of data, intertwined dependencies, and ephemeral issues make traditional troubleshooting methods time-consuming and often reactive. Just as modern software development demands more context for effective debugging, so too does cloud operations. Gemini Cloud Assist, a …
Read more “Don’t just speculate, investigate! Gemini Cloud Assist now offers root-cause analysis”
A recent paper from Apple researchers, “The Super Weight in Large Language Models,” reveals that an extremely small subset of parameters in LLMs (in some cases, a single parameter) can exert a disproportionate influence on an LLM’s overall functionality (see Figure 1). This work highlights the critical role of these “super weights” and their corresponding …
Answers to Frequently Asked Questions About Palantir We have received many questions about Palantir. Given the high interest in our company, we collected the questions we receive most often and use this blog post to answer them. What does Palantir do? Palantir Technologies is a software company that provides data operations and AI infrastructure platforms as well as …
By Dao Mi, Pablo Delgado, Ryan Berti, Amanuel Kahsay, Obi-Ike Nwoke, Christopher Thrailkill, and Patricio Garza At Netflix, data engineering has always been a critical function to enable the business’s ability to understand content, power recommendations, and drive business decisions. Traditionally, the function centered on building robust tables and pipelines to capture facts, derive metrics, and …
This post is the second part of the GPT-OSS series focusing on model customization with Amazon SageMaker AI. In Part 1, we demonstrated fine-tuning GPT-OSS models using open source Hugging Face libraries with SageMaker training jobs, which supports distributed multi-GPU and multi-node configurations, so you can spin up high-performance clusters on demand. In this post, …
Read more “Fine-tune OpenAI GPT-OSS models using Amazon SageMaker HyperPod recipes”
As data platforms evolve and businesses diversify their cloud ecosystems, the need to migrate SQL workloads between engines is becoming increasingly common. Recently, I had the opportunity to work on translating a set of Databricks SQL queries to BigQuery SQL — a task that is deceptively complex due to differences in syntax, functions, and execution …
Read more “Intelligent code conversion: Databricks Spark SQL to BigQuery SQL via Gemini”
This post was written with Jake Friedman from Wildlife. Businesses are seeking innovative ways to differentiate themselves through hyper-personalization and enhanced customer experiences. At the Cannes Lions International Festival of Creativity 2025, AWS showcased The Fragrance Lab, an interactive and inspiring experience that demonstrates how generative AI can support the development of hyper-personalized consumer goods …
Read more “Create personalized products and marketing campaigns using Amazon Nova in Amazon Bedrock”