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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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What it takes to land a CIO gig in 2024

CIO

To assure potential employers that they can meet those diverse challenges, CIO candidates must demonstrate that they excel at a wide range of leadership skills and activities, Wald says, including the following: Communications: Today’s CIO candidates much demonstration an ability to engage and gain consensus from business and technical stakeholders.

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

AWS Machine Learning - AI

Overall, $384 billion is projected as the cost of pharmacovigilance activities to the overall healthcare industry by 2022. The other data challenge for healthcare customers are HIPAA compliance requirements. 0.929 BioBERT with HPO and synthetically generated adverse event 0.90 Model Precision Recall F1 Base BERT 0.87

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

Coveros

However, social engineering is a common tactic, so it is advisable to continuously improve security awareness and education in an effort to decrease the effectiveness of social engineering attacks. 300+ AI-powered GitHub Actions in the marketplace. 300+ AI-powered GitHub Actions in the marketplace.

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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.

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Technology Trends for 2024

O'Reilly Media - Ideas

Generative AI is the wild card: Will it help developers to manage complexity? It’s tempting to look at AI as a quick fix. Whether it will be able to do high-level design is an open question—but as always, that question has two sides: “Will AI do our design work?” Did generative AI play a role?

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