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Responsible AI in action: How Data Reply red teaming supports generative AI safety on AWS

AWS Machine Learning - AI

Red teaming , an adversarial exploit simulation of a system used to identify vulnerabilities that might be exploited by a bad actor, is a crucial component of this effort. Specifically, we discuss Data Replys red teaming solution, a comprehensive blueprint to enhance AI safety and responsible AI practices. What is red teaming?

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Build a multi-tenant generative AI environment for your enterprise on AWS

AWS Machine Learning - AI

While organizations continue to discover the powerful applications of generative AI , adoption is often slowed down by team silos and bespoke workflows. As a result, building such a solution is often a significant undertaking for IT teams. Responsible AI components promote the safe and responsible development of AI across tenants.

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Hybrid vs. Multi-cloud: The Good, the Bad and the Network Observability Needed

Kentik

This allows DevOps teams to configure the application to increase or decrease the amount of system capacity, like CPU, storage, memory and input/output bandwidth, all on-demand. For example, some DevOps teams feel that AWS is more ideal for infrastructure services such as DNS services and load balancing.

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The Good and the Bad of Kubernetes Container Orchestration

Altexsoft

Kubernetes load balancer to optimize performance and improve app stability The goal of load balancing is to evenly distribute incoming traffic across machines, enabling an app to remain stable and easily handle a large number of client requests. But there are other pros worth mentioning.

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Effective Technical Leadership

NeverFriday

Block: “block bad decisions before they are made, typically armed with a better solution” Unblock: “If someone has a question, you should be able to either give an answer or bring in the right person to field it.” Load-balance work among the team. ” Activities. ” Decide.

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Advanced RAG patterns on Amazon SageMaker

AWS Machine Learning - AI

This post discusses RAG patterns to improve response accuracy using LangChain and tools such as the parent document retriever in addition to techniques like contextual compression in order to enable developers to improve existing generative AI applications. One example of this is their investment in chip development.

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Practical Steps for Enhancing Reliability in Cloud Networks - Part I

Kentik

Highly available networks are resistant to failures or interruptions that lead to downtime and can be achieved via various strategies, including redundancy, savvy configuration, and architectural services like load balancing. Resiliency. Resilient networks can handle attacks, dropped connections, and interrupted workflows.

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