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If you use AI agents, you’ve probably explained the same task more than once. You might describe how to build your weekly status update, write release notes, manage a project, or create tickets. These are all repeatable tasks that you can encode using AWS Quick through agents and skills. AWS Quick is an AI-powered service …
Throughout my career in cybersecurity and infrastructure protection — both in government and now at Google Cloud — I have consistently seen that friction between new and existing technology is often a barrier to progress. A new piece of software or service may work wonderfully on its own but then it’s placed within a complex, …
Read more “New survey finds enterprises trapped between legacy software and AI modernization”
When you deploy a model to a GPU endpoint, the smallest unit of GPU you can request is one whole accelerator. This constraint can cost you twice. First, you can’t host more models on an instance than it has accelerators. An ml.p4d.24xlarge has eight A100s, so it holds eight models, whether each one needs 40 …
Welcome back to The Blueprint, a regular feature where we highlight how Google Cloud customers are tackling unique and common challenges across industries using the latest AI and cloud technologies. We hope to inspire others looking to innovate in their work. AI is rapidly transforming video production at virtually every step of the process, from …
Read more “The Blueprint: Orchestrating 5,000+ AI assets for a World Cup TV spot”
Maximum inner product search (MIPS) sits at the core of recommendation systems, search, and retrieval-augmented generation (RAG). Given a query vector, MIPS systems search within a database of millions of candidate key vectors for the one that best matches the query. The original data point associated with that best-matching key is then used to handle …
Today, we are announcing the general availability of Web Answer on Amazon Bedrock AgentCore. With Web Answer, agent builders get a synthesized, source-cited answer to a natural-language question with a single tool call. They no longer build a search, retrieve, synthesize, and citation pipeline themselves. If you have built agents that need to answer questions …
Read more “Getting started with Web Answer on Amazon Bedrock AgentCore”
Today, Gemini Omni 1.2 Flash is generally available on Google Cloud. Built for the everyday videos businesses make in volume — like product videos, virtual try-ons, and ads — this model is fast, cost-effective, and follows your image, video and audio references more closely than before. Business users can create with it in Gemini for …
Some of the questions you ask when evaluating an agent are narrow and repeatable. Did this response stay on policy? Is this tool call safe to approve? Does this answer match the retrieved context? Decision models answer exactly that kind of question. They take a structured state and a fixed set of allowed answers and …
Read more “Use decision models with Amazon Bedrock AgentCore Evaluations”
Organizations collect data in many forms. Structured data lives in databases and spreadsheets, whereas unstructured data sits in documents, reports, and files stored across file systems. Analyzing both together typically requires switching between multiple tools, running separate queries, and manually correlating results. Amazon Quick addresses this with a unified experience. You can connect structured data …
Read more “Bring structured and unstructured data together with Amazon Quick”
The syndicated loan and private credit markets, both critical components of corporate finance, have long been constrained by manual processes, leading to multi-week settlements, valuation opacity, and trade friction. To solve these long-standing challenges, fintech innovator Nammu21 partnered with Google Cloud on a new proof-of-concept. Using its AI-powered platform to structure legal agreements and instantiate …
Read more “How Nammu21 automates syndicated loans on Google Cloud Universal Ledger”