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Generative AI is pushing unstructured data to center stage

CIO

The evolution of AI and the use of structured and unstructured data When discriminative AI rose to prominence in sectors such as banking, healthcare, retail, and manufacturing, it was primarily trained on and used to analyze, classify, or make predictions about unstructured data. Artificial Intelligence

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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. There is scientific value in thinking about connections between biological hardware and large-scale artificial intelligence networks.

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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. Generative AI Has a Plagiarism Problem ChatGPT, for example, doesn’t memorize its training data, per se. This is the basis of The New York Times lawsuit against OpenAI.

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

AWS Machine Learning - AI

Amazon Personalize is a fully managed machine learning (ML) service that makes it easy for developers to deliver personalized experiences to their users. Use case 1: Carousel titles for movie collections A micro-genre is a specialized subcategory within a broader genre of film, music, or other forms of media.

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Powering Virtual Leadership interaction by leveraging Google Generative AI on GCP Cloud Run

Xebia

In a previous blog post I’ve already detailed How I replaced Xebia Leadership with Artificial Intelligence leveraging OpenAI. To ensure that the virtual characters Michael and Dwight stay true to their on-screen personas I have added contextual information to the prompt to the Vertex AI model.

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

AWS Machine Learning - AI

As more powerful large language models (LLMs) are used to perform a variety of tasks with greater accuracy, the number of applications and services that are being built with generative artificial intelligence (AI) is also growing. Objective vs. subjective human feedback Not all human feedback is the same.

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A startup is charging $1.99 for strings of text to feed to DALL-E 2

TechCrunch

In general, the results for a prompt like “Film still of a woman drinking coffee, walking to work, telephoto” will be much more consistent than “A woman walking.” Some prompts might encourage copyright infringement, like those instructing DALL-E 2 to generate “3D models of Pokémon.”

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