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ExternalSoftware Architecture
AWS Architecture Blog

How TUI scales threat modeling for 100+ teams with Amazon Bedrock

Learn how TUI, the world's leading tourism group, built an AI-powered threat modeling system on Amazon Bedrock and Amazon Bedrock AgentCore to scale security assessments across more than 100 product teams, cutting threat modeling time by up to 70% while applying security standards consistently.

Amazon BedrockCustomer Solutions
AWS Architecture BlogRead original
ExternalAI
AWS Machine Learning Blog

How Amazon Marketplace evaluates content quality with Amazon SageMaker AI

Learn how Amazon Marketplace evaluates A+ Content quality at scale on Amazon SageMaker AI by rendering each product page as a single snapshot, scoring it with a vision-language model fused with OCR readability signals in a CatBoost classifier, and using SHAP to turn each decision into prioritized, actionable recommendations for selling partners.

Amazon SageMaker AIBest PracticesExpert (400)
AWS Machine Learning BlogRead original
ExternalSoftware Engineering
DZone

Durable Genkit Flows With Temporal: Introducing the genkitx-temporal Plugin

Anyone who has shipped a non-trivial GenAI feature to production has hit the same wall: the happy path is fun to demo, but the unhappy path is brutal. Model providers throw 5xx errors. Rate limits kick in at the worst possible moment. A long-running agent gets halfway through a 12-step plan, and the pod is restarted by Kubernetes. A user closes the tab in the middle of a streaming response, and you have no idea what state the flow ended up in. Genkit gives you a clean way to author those LLM-orc

ExternalCybersecurity
SecurityWeek

AI Agents Got Root on Linux via 948 Kernel Flaws in OpenAI Research

An unreleased OpenAI cyber model found and exploited 948 distinct Linux kernel privilege escalation bugs for about $1.2 million. The post AI Agents Got Root on Linux via 948 Kernel Flaws in OpenAI Research appeared first on SecurityWeek.

Artificial IntelligenceAIFeatured
SecurityWeekRead original

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