​[[{“value”:” Training Large Language Models (LLMs) that can handle long-context processing is still a difficult task because of data sparsity constraints, implementation complexity, and training efficiency. Working with documents of infinite duration, which are typical in contemporary media formats like automated news updates, live-stream e-commerce… Read More »Optimizing Long-Context Processing with Role-RL: A Reinforcement Learning Framework for Efficient Large Language Model Deployment Tanya Malhotra Artificial Intelligence Category – MarkTechPost

​[[{“value”:” A popular method when employing Large Language Models (LLMs) for complicated analytical tasks, such as code generation, is to attempt to solve the full problem within the model’s context window. The informational segment that the LLM is capable of processing concurrently is referred to… Read More »Compositional Hardness in Large Language Models (LLMs): A Probabilistic Approach to Code Generation Tanya Malhotra Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Natural language processing (NLP) has experienced rapid advancements, with large language models (LLMs) being used to tackle various challenging problems. Among the diverse applications of LLMs, mathematical problem-solving has emerged as a benchmark to assess their reasoning abilities. These models have demonstrated remarkable performance… Read More »Compositional GSM: A New AI Benchmark for Evaluating Large Language Models’ Reasoning Capabilities in Multi-Step Problems Nikhil Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Endogeneity presents a significant challenge in conducting causal inference in observational settings. Researchers in social sciences, statistics, and related fields have developed various identification strategies to overcome this obstacle by recreating natural experiment conditions. The instrumental variables (IV) method has emerged as a leading… Read More »AI-Assisted Causal Inference: Using LLMs to Revolutionize Instrumental Variable Selection Mohammad Asjad Artificial Intelligence Category – MarkTechPost

​[[{“value”:” ChatGPT, a sophisticated language model developed by OpenAI, is revolutionizing the banking industry by providing a diverse array of applications that enhance customer service, streamline internal processes, and support strategic decision-making. The integration of artificial intelligence in banking is positioning ChatGPT as an invaluable… Read More »15 Transformative Use Cases of ChatGPT for Banks Shobha Kakkar Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Google has launched the “gemma-2-2b-jpn-it” model, a new addition to its Gemma family of language models. The model is designed to cater specifically to the Japanese language and showcases the company’s continued investment in advancing large language model (LLM) capabilities. Gemma-2-2b-jpn-it stands out as… Read More »Google Releases Gemma-2-JPN: A 2B AI Model Fine-Tuned on Japanese Text Asif Razzaq Artificial Intelligence Category – MarkTechPost

​[[{“value”:” LLMs show great promise as advanced information access engines thanks to their ability to generate long-form, natural language responses. Their large-scale pre-training on vast datasets allows them to answer various questions. Techniques like instruction tuning and reinforcement learning from human feedback further improve the… Read More »FactAlign: A Novel Alignment AI Framework Designed to Enhance the Factuality of LLMs’ Long-Form Responses While Maintaining Their Helpfulness Sana Hassan Artificial Intelligence Category – MarkTechPost

​[[{“value”:” OpenAI’s ChatGPT Canvas is an AI-powered workspace that integrates ChatGPT to assist coders and writers in real-time by providing intelligent suggestions, code completions, and content enhancements within a customizable environment that understands context and adapts to individual styles; featuring real-time collaboration, productivity tools like… Read More »OpenAI’s ChatGPT Canvas Tutorial and Use Cases: Coding Customization and Visualizing Tesla Stock Data Asif Razzaq Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Meta AI research team has introduced MovieGen, a suite of state-of-the-art (SotA) media foundation models that are set to revolutionize how we generate and interact with media content. This super cool development encompasses innovations in text-to-video generation, video personalization, and video editing, all while… Read More »Meta AI Unveils MovieGen: A Series of New Advanced Media Foundation AI Models Asif Razzaq Artificial Intelligence Category – MarkTechPost