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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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11 most in-demand gen AI jobs companies are hiring for

CIO

Generative AI is quickly changing the landscape of the business world, with rapid adoption rates across nearly every industry. Businesses are turning to gen AI to streamline business processes, develop proprietary AI technology, and reduce manual efforts in order to free up employees to take on more intensive tasks.

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Drive hyper-personalized customer experiences with Amazon Personalize and generative AI

AWS Machine Learning - AI

Today, we are excited to announce three launches that will help you enhance personalized customer experiences using Amazon Personalize and generative AI. Amazon Personalize is a fully managed machine learning (ML) service that makes it easy for developers to deliver personalized experiences to their users.

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

TechCrunch

So until an AI can do it for you, here’s a handy roundup of the last week’s stories in the world of machine learning, along with notable research and experiments we didn’t cover on their own. This week in AI, Amazon announced that it’ll begin tapping generative AI to “enhance” product reviews.

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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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Disney-backed Inworld raises new cash for its AI-powered virtual characters

TechCrunch

Inworld also made a notable hire, bringing on John Gaeta, perhaps best known for the “bullet time” effect in the Matrix film franchise, as its chief creative officer. Inworld provides a platform for creating AI-powered virtual characters, allowing users to build characters by describing the said characters in natural language.

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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.