​[[{“value”:” Machine learning has achieved remarkable advancements, particularly in generative models like diffusion models. These models are designed to handle high-dimensional data, including images and audio. Their applications span various domains, such as art creation and medical imaging, showcasing their versatility. The primary focus has… Read More »MaPO: The Memory-Friendly Maestro – A New Standard for Aligning Generative Models with Diverse Preferences Nikhil Artificial Intelligence Category – MarkTechPost

​[[{“value”:” LLMs like ChatGPT and Gemini demonstrate impressive reasoning and answering capabilities but often produce “hallucinations,” meaning they generate false or unsupported information. This problem hampers their reliability in critical fields, from law to medicine, where inaccuracies can have severe consequences. Efforts to reduce these… Read More »Enhancing LLM Reliability: Detecting Confabulations with Semantic Entropy Sana Hassan Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Large Language Models (LLMs) have revolutionized natural language processing, demonstrating exceptional performance on various benchmarks and finding real-world applications. However, the autoregressive training paradigm underlying these models presents significant challenges. Notably, the sequential nature of autoregressive token generation results in slow processing speeds, limiting… Read More »The Rise of Diffusion-Based Language Models: Comparing SEDD and GPT-2 Mohammad Asjad Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Roboflow’s Supervision tool is a robust and versatile resource that caters to various computer vision needs. From loading datasets to drawing detections and counting items within a zone, Supervision provides essential functionalities to streamline and enhance these processes. Let’s delve into Supervision’s comprehensive features,… Read More »Supervision by Roboflow Enhances Computer Vision Projects: Installation, Features, and Community Support Guide Sana Hassan Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Decision-making is critical for organizations, involving data analysis and selecting the most suitable alternative to achieve specific goals. In business scenarios like pharmaceutical distribution networks, companies face complex decisions such as determining which plants to operate, how many employees to hire, and optimizing production… Read More »PlanRAG: A Plan-then-Retrieval Augmented Generation for Generative Large Language Models as Decision Makers Mohammad Asjad Artificial Intelligence Category – MarkTechPost

​[[{“value”:” In decision-making, habitual behavior has always been seen as separate from goal-directed behavior. Habitual behaviors are automatic responses, deeply ingrained through experience. Like riding a bike or reaching for your coffee cup in the morning, they required little to no conscious thought. In contrast,… Read More »Microsoft Researchers Introduce a Theoretical Framework Using Variational Bayesian Theory Incorporating a Bayesian Intention Variable Pragati Jhunjhunwala Artificial Intelligence Category – MarkTechPost

​[[{“value”:” The integration of  AI in clinical pathology faces challenges due to data constraints and concerns over model transparency and interoperability. AI and ML algorithms have shown significant advancements in tasks such as cell segmentation, image classification, and prognosis prediction in digital pathology. Despite outperforming… Read More »Stanford Researchers Launch Nuclei.io: Revolutionizing Artificial Intelligence AI and Clinician Collaboration for Enhanced Pathology Datasets and Models Sana Hassan Artificial Intelligence Category – MarkTechPost

​[[{“value”:” BigCode, a leading entity in developing large language models (LLMs), has announced the release of BigCodeBench, a novel benchmark designed to rigorously evaluate LLMs’ programming capabilities on practical and challenging tasks.  Addressing Limitations in Current Benchmarks Existing benchmarks like HumanEval have been pivotal in… Read More »Meet BigCodeBench by BigCode: The New Gold Standard for Evaluating Large Language Models on Real-World Coding Tasks Asif Razzaq Artificial Intelligence Category – MarkTechPost

​[[{“value”:” In the developing field of Artificial Intelligence (AI), the ability to think quickly has become increasingly significant. The necessity of communicating with AI models efficiently becomes critical as these models get more complex. In this article we will explain a number of sophisticated prompt… Read More »Some Commonly Used Advanced Prompt Engineering Techniques Explained Using Simple Human Analogies Tanya Malhotra Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Biomedical natural language processing (NLP) focuses on developing machine learning models to interpret and analyze medical texts. These models assist with diagnostics, treatment recommendations, and extracting medical information, significantly improving healthcare delivery and clinical decision-making. By processing vast amounts of biomedical literature and patient… Read More »RABBITS: A Specialized Dataset and Leaderboard to Aid in Evaluating LLM Performance in Healthcare Nikhil Artificial Intelligence Category – MarkTechPost