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Architect defense-in-depth security for generative AI applications using the OWASP Top 10 for LLMs

AWS Machine Learning

Consider your security posture, governance, and operational excellence when assessing overall readiness to develop generative AI with LLMs and your organizational resiliency to any potential impacts. You should begin by extending your existing security, assurance, compliance, and development programs to account for generative AI.

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Governing the ML lifecycle at scale, Part 1: A framework for architecting ML workloads using Amazon SageMaker

AWS Machine Learning

However, implementing security, data privacy, and governance controls are still key challenges faced by customers when implementing ML workloads at scale. Customers of every size and industry are innovating on AWS by infusing machine learning (ML) into their products and services.

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The 7 Deadly Sins of Customer Experience

CX Journey

Failing to outline a governance structure Without a governance structure in place, we perpetuate silo thinking and fail to achieve cross-functional alignment, involvement, and commitment. Because a governance structure outlines people, roles, and responsibilities when it comes to your customer experience strategy.

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Use Amazon SageMaker Model Card sharing to improve model governance

AWS Machine Learning

The framework that gives systematic visibility into ML model development, validation, and usage is called ML governance. During AWS re:Invent 2022, AWS introduced new ML governance tools for Amazon SageMaker which simplifies access control and enhances transparency over your ML projects.

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Marketing Maturity Model to Mobilize Mightiness

ClearAction

Other marketing maturity models are holistic, it seems, yet the approach taken is stymied because of moving targets in emerging marketing practices, such as the advent of big data or digital marketing, which weren’t on the horizon of yesteryear. All of their feedback easily fit into the 3 A’s categories. No one is exempt.

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5 Reasons to Boost Self-Service Using AI in Today’s Property Market

CSM Magazine

The end of the stamp duty holiday and ambitious government targets for building new homes are set to make for an interesting year. Programmed to answer more than 150 queries, residents are able to ask questions from: “How do I set up an account with my energy supplier?” Abbie Heslop at EBI.AI to “Where’s the nearest pizza place?”

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Secure Amazon SageMaker Studio presigned URLs Part 3: Multi-account private API access to Studio

AWS Machine Learning

These customers need to balance governance, security, and compliance against the need for machine learning (ML) teams to quickly access their data science environments in a secure manner. One important aspect of this foundation is to organize their AWS environment following a multi-account strategy.

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