Large language models (LLMs) like ChatGPT have made significant advancements in generative AI, but they still struggle with generating inaccurate information. To address this, a benchmark called FELM has been created to evaluate factuality in LLM outputs. The study focuses on factuality assessment across diverse domains and uses fine-grained annotations to identify and categorize errors.…

This text is about understanding and applying the TimesNet architecture for forecasting using Python.

This text is an illustrative guide to the BPE tokenizer, explained in a plain and simple manner. It provides insights into the process and benefits of using BPE tokenizer for natural language processing.

This article provides a step-by-step guide on how to extend pandas DataFrames with custom methods. It includes examples of implementing probability and expectancy. Read more on Towards Data Science.

OSMnx 1.6 enables users to find the fastest and shortest route efficiently.

Generative AI is the next big technology trend that executives are preparing for, but it also comes with risks. The technology is challenging legal frameworks, creating cybersecurity threats, and causing workforce automation concerns. Organizations need to move quickly to meet expectations while ensuring compliance and ethical standards. A poll of 1,000 executives reveals that while…

Docker has announced Docker AI, an AI-powered tool that aims to enhance developer productivity by offering context-specific guidance. It leverages the expertise of Docker developers worldwide to streamline development processes and provides assistance with various aspects of application development. Docker AI fills the gap left by other AI tools that primarily focus on source code…

Researchers from Nvidia conducted a study on the impact of retrieval augmentation and context window size on the performance of large language models (LLMs) in various tasks. They found that retrieval augmentation consistently improves LLM performance, regardless of the context window size. The study provides insights for optimizing LLMs using retrieval mechanisms.

Geoffrey Hinton, known as the ‘Godfather of AI,’ expresses concern that AI could potentially surpass human intelligence and take over humanity. Though he acknowledges the benefits of AI, such as healthcare and drug development, Hinton warns that the inner workings of AI systems are not fully understood. He worries that AI might become uncontrollable and…

Google Cloud has introduced an AI tool that aims to assist healthcare professionals in retrieving critical clinical data from various medical records. This tool consolidates scattered data, allowing doctors to access clinical notes, scanned documents, and electronic health records in one location. It saves time and energy for healthcare workers and has potential applications in…