Tips for Using Machine Learning in Fraud Detection

The battle against fraud has become more intense than it ever has been. As transactions become increasingly digital and complex, fraudsters are constantly devising new ways to exploit vulnerabilities in financial systems. And this is where the power of machine learning comes into play. Machine learning offers a robust approach to identifying and even preventing …

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Align Meta Llama 3 to human preferences with DPO, Amazon SageMaker Studio, and Amazon SageMaker Ground Truth

Large language models (LLMs) have remarkable capabilities. Nevertheless, using them in customer-facing applications often requires tailoring their responses to align with your organization’s values and brand identity. In this post, we demonstrate how to use direct preference optimization (DPO), a technique that allows you to fine-tune an LLM with human preference data, together with Amazon …

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Next-gen search and RAG with Vertex AI

Generative AI has fundamentally transformed how the world interacts with information, and the search industry is no exception. The search landscape is changing rapidly, driven by the rise of large language models (LLMs). Whether they’re interacting with their company’s internal data or browsing public websites, users now increasingly expect more intelligent, intuitive, and comprehensive search …

Community Showcase (Week Of September 08, 2024)

Hello Wonderful People! We’ve heard your feedback and know that some of you want to see more awesome creations from the community, while others prefer to keep things organised with the right flairs and workflows. To strike a balance, we are excited to introduce our first Weekly Showcase Thread! This thread that cycles weekly and …

The Future of Portrait Photography: Real Faces or AI Creations?

The rise of AI-generated images has created a fascinating paradox in the world of photography and modeling. As AI technology becomes more sophisticated, it’s becoming increasingly difficult to distinguish between photos of real humans and those created by algorithms. This development has sparked a conversation about what the future holds for portrait photography and the …