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Deploy large language models for a healthtech use case on Amazon SageMaker

AWS Machine Learning - AI

To support overarching pharmacovigilance activities, our pharmaceutical customers want to use the power of machine learning (ML) to automate the adverse event detection from various data sources, such as social media feeds, phone calls, emails, and handwritten notes, and trigger appropriate actions.

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

AWS Machine Learning - AI

Generative artificial intelligence (AI) applications built around large language models (LLMs) have demonstrated the potential to create and accelerate economic value for businesses. We then discuss how building on a secure foundation is essential for generative AI.

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Generative AI won’t automate your way to business model innovation

CIO

Generative AI is changing the world of work, with AI-powered workflows now slated to streamline customer service, employee experience, IT, and other fields. Integrating artificial intelligence into business has spawned enterprise-wide automation. Her point is that AI or generative AI isn’t a silver bullet.

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Effectively manage foundation models for generative AI applications with Amazon SageMaker Model Registry

AWS Machine Learning - AI

Generative artificial intelligence (AI) foundation models (FMs) are gaining popularity with businesses due to their versatility and potential to address a variety of use cases. Managing these models across the business and model lifecycle can introduce complexity.

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CIOs confront generative AI’s workplace X factor

CIO

In the rush to establish technical strategies for making good on the promise of generative AI, many CIOs find themselves running headlong into what may be their most challenging task yet: preparing their organization’s end-users — from knowledge workers and assembly line laborers to doctors, accountants, and lawyers — to co-exist with generative AI.

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EU AI Act: Sensible guardrail or innovation killer?

CIO

AI regulation in the European Union is getting serious. The text of the EU AI Act was published in the Official Journal of the EU on July 12, 2024, and the set of rules around the development and use of AI tools officially entered force at the beginning of August.

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Cushman & Wakefield builds a foundation for enterprise-wide AI

CIO

And now, with that cloud foundation, Cushman & Wakefield CDIO Salumeh Companieh is putting that product mindset to work to make the most of AI, including a range of generative AI platforms aimed at improving workflow outcomes and productivity. It’s also important to start small, she advises.