Creating new opportunities for gameplay with Amazon GameLift Streams
TutoSartup excerpt from this article:
Game streaming overcomes these compromises while achieving the same distribution advantages that linear content enjoys... When developers run games in the cloud and stream video frames to players while sending controller commands back, it’s as if they’re extending a long cable between players and their virtual console... Massive edge compute, lower-cost bandwidth, reduced latency, and 5G, 6G...
Game streaming overcomes these compromises while achieving the same distribution advantages that linear content enjoys... When developers run games in the cloud and stream video frames to players while sending controller commands back, it’s as if they’re extending a long cable between players and their virtual console... Massive edge compute, lower-cost bandwidth, reduced latency, and 5G, 6G...
Simulate realistic users to evaluate multi-turn AI agents in Strands Evals
TutoSartup excerpt from this article:
Evaluating single-turn agent interactions follows a pattern that most teams understand well... In a previous blog post, we covered how to build comprehensive evaluation suites for AI agents using these capabilities... The core difficulty is scale because you can’t manually conduct hundreds of multi-turn conversations every time your agent changes, and writing scripted conversation flows locks y...
Evaluating single-turn agent interactions follows a pattern that most teams understand well... In a previous blog post, we covered how to build comprehensive evaluation suites for AI agents using these capabilities... The core difficulty is scale because you can’t manually conduct hundreds of multi-turn conversations every time your agent changes, and writing scripted conversation flows locks y...
Scaling seismic foundation models on AWS: Distributed training with Amazon SageMaker HyperPod and expanding context windows
TutoSartup excerpt from this article:
Comprehensive testing revealed DeepSpeed ZeRO-2 as the optimal framework for this configuration, delivering strong performance while efficiently managing memory: ZeRO-2 – 1,974 samples per second (implemented) FSDP2 – 1,833 samples per second ZeRO-3 – 869 samples per second This framework choice provided the foundation for achieving near-linear scaling across multiple nodes......
Comprehensive testing revealed DeepSpeed ZeRO-2 as the optimal framework for this configuration, delivering strong performance while efficiently managing memory: ZeRO-2 – 1,974 samples per second (implemented) FSDP2 – 1,833 samples per second ZeRO-3 – 869 samples per second This framework choice provided the foundation for achieving near-linear scaling across multiple nodes......
Control which domains your AI agents can access
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What if the agent accesses unauthorized websites? What if sensitive data is exfiltrated to external domains? Amazon Bedrock AgentCore provides managed tools that enable AI agents to interact with the web (Browser), execute code (Code Interpreter), and host agents (Runtime)... When deployed in an Amazon Virtual Private Cloud (Amazon VPC), you can control tool network access using AWS Network Fire...
What if the agent accesses unauthorized websites? What if sensitive data is exfiltrated to external domains? Amazon Bedrock AgentCore provides managed tools that enable AI agents to interact with the web (Browser), execute code (Code Interpreter), and host agents (Runtime)... When deployed in an Amazon Virtual Private Cloud (Amazon VPC), you can control tool network access using AWS Network Fire...
Total Return Forecasts: Major Asset Classes | 2 April 2026
TutoSartup excerpt from this article:
But even a month of war has yet to meaningfully change long-term expected returns for the major asset classes overall...Today’s updated long‑term forecast for the Global Market Index (GMI) is relatively steady at a 7%-plus annualized total return...0% annualized return for the past decade...Roughly a third of GMI’s components are projected to generate weaker returns relative to thei...
But even a month of war has yet to meaningfully change long-term expected returns for the major asset classes overall...Today’s updated long‑term forecast for the Global Market Index (GMI) is relatively steady at a 7%-plus annualized total return...0% annualized return for the past decade...Roughly a third of GMI’s components are projected to generate weaker returns relative to thei...
Announcing managed daemon support for Amazon ECS Managed Instances
TutoSartup excerpt from this article:
Today, we’re announcing managed daemon support for Amazon Elastic Container Service (Amazon ECS) Managed Instances... This new capability extends the managed instances experience we introduced in September 2025, by giving platform engineers independent control over software agents such as monitoring, logging, and tracing tools, without requiring coordination with application development teams, w...
Today, we’re announcing managed daemon support for Amazon Elastic Container Service (Amazon ECS) Managed Instances... This new capability extends the managed instances experience we introduced in September 2025, by giving platform engineers independent control over software agents such as monitoring, logging, and tracing tools, without requiring coordination with application development teams, w...
Automate safety monitoring with computer vision and generative AI
TutoSartup excerpt from this article:
Solution overview Our computer vision solution uses a serverless, event-driven architecture designed to scale efficiently across thousands of cameras and process massive volumes of image data for risk detection... We separated the training pipeline, image collection infrastructure, end-user web application, and created a dedicated analytics account for the BI team to develop reporting and insig...
Solution overview Our computer vision solution uses a serverless, event-driven architecture designed to scale efficiently across thousands of cameras and process massive volumes of image data for risk detection... We separated the training pipeline, image collection infrastructure, end-user web application, and created a dedicated analytics account for the BI team to develop reporting and insig...