​ Training artificial intelligence (AI) models often requires massive amounts of labeled data. It can be highly expensive and time-consuming, especially for complex tasks like image recognition or natural language processing. Annotating data is similar to finding a specific grain of sand on a beach.… Read More »Less Data Annotation + More AI = Deep Active Learning Niharika Singh Artificial Intelligence Category – MarkTechPost

​ Move over, Merriam-Webster: Enterprises this year found plenty of candidates to add for word of the year. “Generative AI” and “generative pretrained transformer” were followed by terms such as “large language models” and “retrieval-augmented generation” (RAG) as whole industries turned their attention to transformative… Read More »17 Predictions for 2024: From RAG to Riches to Beatlemania and National Treasures Cliff Edwards – Archives Page 1 | NVIDIA Blog

​ Summarization is the technique of condensing sizable information into a compact and meaningful form, and stands as a cornerstone of efficient communication in our information-rich age. In a world full of data, summarizing long texts into brief summaries saves time and helps make informed… Read More »Techniques for automatic summarization of documents using language models Nick Biso AWS Machine Learning Blog

​Making AI more helpful for everyone. Making AI more helpful for everyone.  Read More  

​ Conversational AI has come a long way in recent years thanks to the rapid developments in generative AI, especially the performance improvements of large language models (LLMs) introduced by training techniques such as instruction fine-tuning and reinforcement learning from human feedback. When prompted correctly,… Read More »Boosting RAG-based intelligent document assistants using entity extraction, SQL querying, and agents with Amazon Bedrock Mohamed Ali Jamaoui AWS Machine Learning Blog

​ This post is co-written with Stanislav Yeshchenko from Q4 Inc. Enterprises turn to Retrieval Augmented Generation (RAG) as a mainstream approach to building Q&A chatbots. We continue to see emerging challenges stemming from the nature of the assortment of datasets available. These datasets are… Read More »How Q4 Inc. used Amazon Bedrock, RAG, and SQLDatabaseChain to address numerical and structured dataset challenges building their Q&A chatbot Stanislav Yeshchenko AWS Machine Learning Blog

​ A new era of autonomous vehicle technology, known as AV 2.0, has emerged, marked by large, unified AI models that can control multiple parts of the vehicle stack, from perception and planning to control. Wayve, a London-based autonomous driving technology company, is leading the… Read More »AV 2.0, the Next Big Wayve in Self-Driving Cars Kristen Yee – Archives Page 1 | NVIDIA Blog

​ Today, AI finds its application in almost every field imaginable. It has definitely transformed our lives, streamlining processes and enhancing efficiency in ways we couldn’t have imagined before. Its capabilities could be improved even further by advancements in understanding human skills, which could facilitate… Read More »Meet Ego-Exo4D: A Foundational Dataset and Benchmark Suite to Support Research on Video Learning and Multimodal Perception Asif Razzaq Artificial Intelligence Category – MarkTechPost

​ While ChatGPT is breaking records, some questions are raised about the security of personal information utilized in OpenAI’s ChatGPT. Recently, researchers from Google DeepMind, University of Washington, Cornell, CMU, UC Berkeley, and ETH Zurich discovered a possible issue: using certain instructions, one may trick… Read More »Privacy Concerns Surrounding LLMs like ChatGPT: This AI Paper Unveils Potential Risks and Safeguarding Measures Niharika Singh Artificial Intelligence Category – MarkTechPost

​ With the most recent models in its Qwen series of open-source AI models, Alibaba Cloud is pushing the boundaries of AI technology even further. Alibaba has expanded its AI solutions with the release of Qwen-1.8B and Qwen-72B, as well as specialized chat and audio… Read More »Alibaba AI Open-Sources Qwen Series that Includes Qwen-1.8B, Qwen-7B, Qwen-14B, and Qwen-72B along with Qwen-Chat Series Dhanshree Shripad Shenwai Artificial Intelligence Category – MarkTechPost