​[[{“value”:” Data modeling and data analysis are two fundamental ideas in the contemporary field of data science that frequently overlap but are very different from one another. Although both are crucial in turning unstructured data into insightful knowledge, they are essentially distinct procedures with distinct… Read More »Data Modeling vs Data Analysis: An In-Depth Comparison Tanya Malhotra Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Advancements in AI have paved the way for multi-modal foundation models that simultaneously process text, images, and speech under a unified framework. These models can potentially transform various applications, from content creation to seamless translation across media types, as they enable the generation and… Read More »Meta AI Researchers Introduce Mixture-of-Transformers (MoT): A Sparse Multi-Modal Transformer Architecture that Significantly Reduces Pretraining Computational Costs Asif Razzaq Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Interacting seamlessly with artificial intelligence in real time has always been a complex endeavor for developers and researchers. A significant challenge lies in integrating multi-modal information—such as text, images, and audio—into a cohesive conversational system. Despite advancements in large language models like GPT-4, many… Read More »Fixie AI Introduces Ultravox v0.4.1: A Family of Open Speech Models Trained Specifically for Enabling Real-Time Conversation with LLMs and An Open-Weight Alternative to GPT-4o Realtime Asif Razzaq Artificial Intelligence Category – MarkTechPost

​[[{“value”:” The demand for fine-tuning LLMs to incorporate new information and refresh existing knowledge is growing. While companies like OpenAI and Google offer fine-tuning APIs that allow LLM customization, their effectiveness for knowledge updating remains to be determined. LLMs used in fields like software and… Read More »FineTuneBench: Evaluating LLMs’ Ability to Incorporate and Update Knowledge through Fine-Tuning Sana Hassan Artificial Intelligence Category – MarkTechPost

​[[{“value”:” OpenAI, a pioneer in artificial intelligence technology, is preparing to unleash its next big leap: AI agents. As announced in multiple reports, including TechCrunch, Bloomberg, and The Verge, the new AI agents from OpenAI are expected to launch as early as January 2024. These… Read More »OpenAI’s Expected January Launch: AI Agents Set to Automate Everyday Life Shobha Kakkar Artificial Intelligence Category – MarkTechPost

​[[{“value”:” You can now register machine learning (ML) models in Amazon SageMaker Model Registry with Amazon SageMaker Model Cards, making it straightforward to manage governance information for specific model versions directly in SageMaker Model Registry in just a few clicks. Model cards are an essential… Read More »Improve governance of models with Amazon SageMaker unified Model Cards and Model Registry Ram Vittal AWS Machine Learning Blog

​[[{“value”:” Live streaming has been gaining immense popularity in recent years, attracting an ever-growing number of viewers and content creators across various platforms. From gaming and entertainment to education and corporate events, live streams have become a powerful medium for real-time engagement and content consumption.… Read More »Transcribe, translate, and summarize live streams in your browser with AWS AI and generative AI services Luca Guida AWS Machine Learning Blog

​[[{“value”:” The financial and banking industry can significantly enhance investment research by integrating generative AI into daily tasks like financial statement analysis. By taking advantage of advanced natural language processing (NLP) capabilities and data analysis techniques, you can streamline common tasks like these in the… Read More »Accelerate your financial statement analysis with Amazon Bedrock and generative AI Jason Dalba AWS Machine Learning Blog

​[[{“value”:” The market size for multilingual content extraction and the gathering of relevant insights from unstructured documents (such as images, forms, and receipts) for information processing is rapidly increasing. The global intelligent document processing (IDP) market size was valued at $1,285 million in 2022 and… Read More »Multilingual content processing using Amazon Bedrock and Amazon A2I Marin Mestrovic AWS Machine Learning Blog

​[[{“value”:” In ecommerce, visual search technology revolutionizes how customers find products by enabling them to search for products using images instead of text. Shoppers often have a clear visual idea of what they want but struggle to describe it in words, leading to inefficient and… Read More »Build a reverse image search engine with Amazon Titan Multimodal Embeddings in Amazon Bedrock and AWS managed services Nathan Pogue AWS Machine Learning Blog