US Growth Nowcast for Q2 Holds Firm as Inflation Risks Mount

TutoSartup excerpt from this article:
Despite heightened inflation risks stemming from the Middle East energy shock, output appears relatively resilient so far for GDP in the current quarter...Today’s update of the median Q2 nowcast indicates real (inflation-adjusted) growth of 2...”The main caveat is that it is still early to fully assess the inflation risk from the supply‑side energy shock, which continues to reverb...

Why Policy in Amazon Bedrock AgentCore chose Cedar for securing agentic workflows

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Cedar validates the policies against this schema, helping to ensure that they reference valid tools and parameters and ruling out whole classes of runtime errors... The agent and the underlying LLM never see those tool actions, eliminating an entire class of risk: the agent and LLM can’t attempt to invoke a tool it doesn’t know exists... Cedar is an open source authorization policy language d...

Multimodal evaluators: MLLM-as-a-judge for image-to-text tasks in Strands Evals

TutoSartup excerpt from this article:
If you’re building visual shopping, image or document understanding, or chart analysis, you need a way to verify whether your model’s response is actually grounded in the source image... A text-only evaluator cannot tell you whether a caption faithfully describes an image, whether an extracted invoice total matches the document, or whether a screen summary hallucinated a button that was never ...

AWS Security Hub Extended: Why enterprise security products should sell themselves

TutoSartup excerpt from this article:
Our largest security services customers started the same way every customer does – with a click... We believe customers should have this same frictionless adoption experience and flexibility for all best-in-class security products and that’s why we developed Security Hub Extended... In our second post, we walked through how it works technically, including the onboarding flow, the pricin...

Cyber resilience on AWS: A reference approach for recovery from ransomware and destructive events

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Cyber resilience is the ability to recover workloads to a known-good state after an adversary has affected the environment... Cyber resilience focuses on recovery: restoring a trustworthy environment when backups, credentials, or parts of the infrastructure can no longer be assumed to be safe... For organizations running critical workloads on AWS, ransomware, data extortion, and other destructive...

Build real-time voice applications with Amazon SageMaker AI and vLLM

TutoSartup excerpt from this article:
Voice agents, live captioning, contact center analytics, and accessibility tools all depend on real-time speech-to-text, where your application streams audio in and receives transcription back simultaneously over a single persistent connection... Starting November 2025, you can stream data continuously in both directions between your clients and model containers using Amazon SageMaker AI bidirect...

Azure IaaS: Deploy high-performance workloads with a system-level approach

TutoSartup excerpt from this article:
In addition to tunable block storage options like Ultra Disk and Premium SSD v2, Azure also offers highly durable object and file storage services—such as Azure Blob Storage and Azure Files—that provide geo-redundancy and long-term data protection for unstructured data and shared workloads, complementing performance tuning with enterprise-grade durability and scale... In this article ...