Understanding Amazon Bedrock model lifecycle
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Amazon Bedrock regularly releases new foundation model (FM) versions with better capabilities, accuracy, and safety... Understanding the model lifecycle is essential for effective planning and management of AI applications built on Amazon Bedrock... Before migrating your applications, you can test these models through the Amazon Bedrock console or API to evaluate their performance and compatibilit...
Amazon Bedrock regularly releases new foundation model (FM) versions with better capabilities, accuracy, and safety... Understanding the model lifecycle is essential for effective planning and management of AI applications built on Amazon Bedrock... Before migrating your applications, you can test these models through the Amazon Bedrock console or API to evaluate their performance and compatibilit...
The future of managing agents at scale: AWS Agent Registry now in preview
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Now available through Amazon Bedrock AgentCore, use AWS Agent Registry to discover, share, and reuse agents, tools, and agent skills across your organization... As enterprises scale to hundreds or thousands of agents, platform teams face three critical challenges: visibility (knowing what agents exist across the organization), control (governing who can publish and what becomes discoverable organ...
Now available through Amazon Bedrock AgentCore, use AWS Agent Registry to discover, share, and reuse agents, tools, and agent skills across your organization... As enterprises scale to hundreds or thousands of agents, platform teams face three critical challenges: visibility (knowing what agents exist across the organization), control (governing who can publish and what becomes discoverable organ...
Embed a live AI browser agent in your React app with Amazon Bedrock AgentCore
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When you build AI-powered applications, your users must understand and trust AI agents that navigate websites and interact with web content on their behalf... When an agent interacts with web content autonomously, your users require visibility into those actions to maintain confidence and control, which they don’t currently have... The Amazon Bedrock AgentCore Browser BrowserLiveView component ...
When you build AI-powered applications, your users must understand and trust AI agents that navigate websites and interact with web content on their behalf... When an agent interacts with web content autonomously, your users require visibility into those actions to maintain confidence and control, which they don’t currently have... The Amazon Bedrock AgentCore Browser BrowserLiveView component ...
Q1 GDP Poised for Rebound as Fragile Ceasefire Clouds Outlook
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Meanwhile, the government’s initial estimate of Q1 GDP is expected to post a 2... The current reading estimates growth at 1...A survey-based estimate of GDP has also been revised lower recently...The softer GDPNow and PMI inputs have yet to affect the median estimate, but incoming data between now and the Q1 report due on Apr...US economic activity is still expected to rebound i...
Meanwhile, the government’s initial estimate of Q1 GDP is expected to post a 2... The current reading estimates growth at 1...A survey-based estimate of GDP has also been revised lower recently...The softer GDPNow and PMI inputs have yet to affect the median estimate, but incoming data between now and the Q1 report due on Apr...US economic activity is still expected to rebound i...
Build a multi-tenant configuration system with tagged storage patterns
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Two gaps emerge as organizations scale: handling tenant metadata that changes faster than cache TTL allows, and scaling the metadata service itself without creating a performance bottleneck... Traditional caching strategies force an uncomfortable trade-off: either accept stale tenant context (risking incorrect data isolation or feature flags), or implement aggressive cache invalidation that sacr...
Two gaps emerge as organizations scale: handling tenant metadata that changes faster than cache TTL allows, and scaling the metadata service itself without creating a performance bottleneck... Traditional caching strategies force an uncomfortable trade-off: either accept stale tenant context (risking incorrect data isolation or feature flags), or implement aggressive cache invalidation that sacr...
Customize Amazon Nova models with Amazon Bedrock fine-tuning
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Today, we’re sharing how Amazon Bedrock makes it straightforward to customize Amazon Nova models for your specific business needs... As customers scale their AI deployments, they need models that reflect proprietary knowledge and workflows — whether that means maintaining a consistent brand voice in customer communications, handling complex industry-specific workflows or accurately classifying...
Today, we’re sharing how Amazon Bedrock makes it straightforward to customize Amazon Nova models for your specific business needs... As customers scale their AI deployments, they need models that reflect proprietary knowledge and workflows — whether that means maintaining a consistent brand voice in customer communications, handling complex industry-specific workflows or accurately classifying...
Human-in-the-loop constructs for agentic workflows in healthcare and life sciences
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Tool Context Interrupt – The human-in-the-loop approval logic can also be implemented within the tool logic directly for fine-grained, tool-specific control and flexibility... The session context can be used for custom approval logic... Remote Tool Interrupt (AWS Step Functions) – In some cases, one might want to send an approval request to a third party system or person asynchronously......
Tool Context Interrupt – The human-in-the-loop approval logic can also be implemented within the tool logic directly for fine-grained, tool-specific control and flexibility... The session context can be used for custom approval logic... Remote Tool Interrupt (AWS Step Functions) – In some cases, one might want to send an approval request to a third party system or person asynchronously......