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Generative AI is pushing unstructured data to center stage

CIO

Advances in AI, particularly generative AI, have made deriving value from unstructured data easier. Yet IDC says that “master data and transactional data remain the highest percentages of data types processed for AI/ML solutions across geographies.” What’s different now? What’s hiding in your unstructured data?

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This week in AI: Amazon ‘enhances’ reviews with AI while Snap’s goes rogue

TechCrunch

This week in AI, Amazon announced that it’ll begin tapping generative AI to “enhance” product reviews. Once it rolls out, the feature will provide a short paragraph of text on the product detail page that highlights the product capabilities and customer sentiment mentioned across the reviews.

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Artificial Intelligence 101: What It Is, Its Evolution and Potential Jobs

Apiumhub

AI involves the use of systems or machines designed to emulate human cognitive ability, including problem-solving and learning from previous experiences. Artificial intelligence refers to the ability of machines and computer systems to perform tasks that would traditionally require human intelligence.

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ChatGPT, Author of The Quixote

O'Reilly Media - Ideas

TL;DR LLMs and other GenAI models can reproduce significant chunks of training data. Specific prompts seem to “unlock” training data. Copyright was intended to incentivize cultural production: in the era of generative AI, copyright won’t be enough. This is the basis of The New York Times lawsuit against OpenAI.

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AI Image Generation Explained: Techniques, Applications, and Limitations

Altexsoft

But here’s the twist – these aren’t works of human hands but creations by DALL-E , an AI image generator. Pigment print of AI-generated image. What is AI image generation? AI image generators utilize trained artificial neural networks to create images from scratch.

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The Making Of The Techorama Escape Room

Xebia

Different types of paint, coffee grounds, rust effect paint, sanding, leaves, spray paints, and the grass powder a typical model train builder are common with, all the layers were building up to something that was really like our imagination. By the close of the day, all systems were GO for the two-day Techorama Belgium event.

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Revolutionize Customer Satisfaction with tailored reward models for your business on Amazon SageMaker

AWS Machine Learning - AI

The key is acknowledging and accounting for the fundamental subjectivity of human preferences in AI training. The aggregated human feedback essentially trains a separate reward model on writing qualities that appeal to people. This technique of distilling crowd perspectives into an AI reward function is called reward modeling.