​[[{“value”:” Generative AI has revolutionized industries by creating content, from text and images to audio and code. Although it can unlock numerous possibilities, integrating generative AI into applications demands meticulous planning. Amazon Bedrock is a fully managed service that provides access to large language models (LLMs)… Read More »Build generative AI applications on Amazon Bedrock — the secure, compliant, and responsible foundation Vasi Philomin AWS Machine Learning Blog

​[[{“value”:” With the advent of generative artificial intelligence (AI), foundation models (FMs) can generate content such as answering questions, summarizing text, and providing highlights from the sourced document. However, for model selection, there is a wide choice from model providers, like Amazon, Anthropic, AI21 Labs,… Read More »Build a conversational chatbot using different LLMs within single interface – Part 1 Anand Mandilwar AWS Machine Learning Blog

​[[{“value”:” Google has unveiled two new models in its Gemma 2 series: the 27B and 9B. These models showcase significant advancements in AI language processing, offering high performance with a lightweight structure. Gemma 2 27B The Gemma 2 27B model is the larger of the… Read More »Google Releases Gemma 2 Series Models: Advanced LLM Models in 9B and 27B Sizes Trained on 13T Tokens Asif Razzaq Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Hugging Face has announced the release of the Open LLM Leaderboard v2, a significant upgrade designed to address the challenges and limitations of its predecessor. The new leaderboard introduces more rigorous benchmarks, refined evaluation methods, and a fairer scoring system, promising to reinvigorate the… Read More »Hugging Face Releases Open LLM Leaderboard 2: A Major Upgrade Featuring Tougher Benchmarks, Fairer Scoring, and Enhanced Community Collaboration for Evaluating Language Models Asif Razzaq Artificial Intelligence Category – MarkTechPost

​ A Journey Through useful Paradoxes, Biases, and Principles Continue reading on Becoming Human: Artificial Intelligence Magazine »  A Journey Through useful Paradoxes, Biases, and PrinciplesContinue reading on Becoming Human: Artificial Intelligence Magazine »  Read More insights, paradox, psychology, bias, philosophy 

​[[{“value”:” Despite the significant advancement in large language models (LLMs), LLMs often need help with long contexts, especially where information is spread across the complete text. LLMs can now handle long stretches of text as input, but they still face the “lost in the middle”… Read More »Solving the ‘Lost-in-the-Middle’ Problem in Large Language Models: A Breakthrough in Attention Calibration Pragati Jhunjhunwala Artificial Intelligence Category – MarkTechPost

​[[{“value”:” A significant challenge in the realm of large language models (LLMs) is the high computational cost associated with multi-agent debates (MAD). These debates, where multiple agents communicate to enhance reasoning and factual accuracy, often involve a fully connected communication topology. This means each agent… Read More »This AI Paper from Google DeepMind Explores the Effect of Communication Connectivity in Multi-Agent Systems Aswin Ak Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Large language models (LLMs) have made significant strides in natural language understanding and generation. However, they face a critical challenge when handling long contexts due to limitations in context window size and memory usage. This issue hinders their ability to process and comprehend extensive… Read More »GraphReader: A Graph-based AI Agent System Designed to Handle Long Texts by Structuring them into a Graph and Employing an Agent to Explore this Graph Autonomously Mohammad Asjad Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Multimodal large language models (MLLMs) have become prominent in artificial intelligence (AI) research. They integrate sensory inputs like vision and language to create more comprehensive systems. These models are crucial in applications such as autonomous vehicles, healthcare, and interactive AI assistants, where understanding and… Read More »NYU Researchers Introduce Cambrian-1: Advancing Multimodal AI with Vision-Centric Large Language Models for Enhanced Real-World Performance and Integration Asif Razzaq Artificial Intelligence Category – MarkTechPost