Looking ahead to the AI Seoul Summit
How summits in Seoul, France and beyond can galvanize international cooperation on frontier AI safety
How to establish lineage transparency for your machine learning initiatives
Machine learning (ML) has become a critical component of many organizations’ digital transformation strategy. From predicting customer behavior to optimizing business processes, ML algorithms are increasingly being used to make decisions that impact business outcomes. Have you ever wondered how these algorithms arrive at their conclusions? The answer lies in the data used to train …
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Unlocking enhanced LLM capabilities with RAG in BigQuery
The rise of generative AI has brought forth exciting possibilities, but it also has its limitations. Large language models (LLMs), the workhorses of generative AI, often lack access to specific data and real-time information, which can hinder their performance in certain scenarios. Retrieval augmented generation (RAG) is a technique within natural language processing that uses …
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WhatsApp Chatbot for eCommerce: How It Is Transforming Customer Experiences
WhatsApp has billions of users worldwide. It has emerged as a critical communication platform where brands must establish a strong presence. 39% of people prefer to use the app as a customer service channel. This is where the WhatsApp chatbot for eCommerce enters the picture. It is offering a revolution in the seamless client journey. Virtual …
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Introducing the Frontier Safety Framework
Our approach to analyzing and mitigating future risks posed by advanced AI models
AI in commerce: Essential use cases for B2B and B2C
Four AI in commerce use cases are already transforming the customer journey: modernization and business model expansion; dynamic product experience management (PXM); order intelligence; and payments and security. By implementing effective solutions for AI in commerce, brands can create seamless, personalized buying experiences that increase customer loyalty, customer engagement, retention and share of wallet across …
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Mixtral 8x22B is now available in Amazon SageMaker JumpStart
Today, we are excited to announce the Mixtral-8x22B large language model (LLM), developed by Mistral AI, is available for customers through Amazon SageMaker JumpStart to deploy with one click for running inference. You can try out this model with SageMaker JumpStart, a machine learning (ML) hub that provides access to algorithms and models so you …
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Creating marketing campaigns using BigQuery and Gemini models
Creating marketing campaigns is often a complex and time-consuming process. Businesses aim to create real-time campaigns that are highly relevant to customer needs and personalized to maximize sales. Doing so requires real-time data analysis, segmentation, and the ability to rapidly create and execute campaigns. Achieving this high level of agility and personalization gives businesses a …
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What is Deep Learning?
“NEVER THINK THERE IS ANYTHING IMPOSSIBLE FOR THE SOUL. IT IS THE GREATEST HERESY TO THINK SO. IF THERE IS A SIN, THIS IS THE ONLY SIN; TO SAY THAT YOU ARE WEAK, OR OTHERS ARE WEAK”– By Swami Vivekanand Is Deep Learning now overtaking the Machine Learning algorithm? Let us first know what is …
Enhancing data security and compliance in the XaaS Era
Recent research from IDC found that 85% of CEOs who were surveyed cited digital capabilities as strategic differentiators that are crucial to accelerating revenue growth. However, IT decision makers remain concerned about the risks associated with their digital infrastructure and the impact they might have on business outcomes, with data breaches and security concerns being …
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