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

AWS Machine Learning - AI

Many customers are looking for guidance on how to manage security, privacy, and compliance as they develop generative AI applications. This post provides three guided steps to architect risk management strategies while developing generative AI applications using LLMs.

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From Hype to Hope: Key Lessons on AI in Security, Innersource, and the Evolving Threat Landscape

Coveros

As the attack surface expanded with emerging technologies and interconnected systems, so did the sophistication and frequency of cyber threats. No review of 2023 would be complete without mentioning the explosion of AI into the public eye, like ChatGPT and Copilot. 300+ AI-powered GitHub Actions in the marketplace.

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10 digital transformation questions every CIO must answer

CIO

To that end, CIO.com asked a half-dozen longtime IT leaders — current and former CIOs as well as consultants and executive advisers — to share the questions they think CIOs should ask themselves to determine whether they’re sailing to success or about to dash onto the rocks. Is my strategy organized around problems to solve, or technologies?

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Implementing Knowledge Bases for Amazon Bedrock in support of GDPR (right to be forgotten) requests

AWS Machine Learning - AI

Many organizations are building generative AI applications and powering them with RAG-based architectures to help avoid hallucinations and respond to the requests based on their company-owned proprietary data, including personally identifiable information (PII) data. Review the summary page, select the Data source and choose Sync.

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Few-shot prompt engineering and fine-tuning for LLMs in Amazon Bedrock

AWS Machine Learning - AI

This blog is part of the series, Generative AI and AI/ML in Capital Markets and Financial Services. Companies often release information about new products, cutting-edge technology, mergers and acquisitions, and investments in new market themes and trends during these events.

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Technology Trends for 2024

O'Reilly Media - Ideas

While we like to talk about how fast technology moves, internet time, and all that, in reality the last major new idea in software architecture was microservices, which dates to roughly 2015. We’re skeptical about things like job displacement, at least in technology. It’s tempting to look at AI as a quick fix.

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