Artificial Intelligence (AI) technology researchers from multiple institutions including the Institute of Structural Biology, Technical University of Munich, and others have developed a novel approach to drug discovery, named MISATO. This innovative model is designed to enhance the process of drug design, a critical aspect within the broader field of computational chemistry and structural biology.…
Autoregressive language models (ALMs) have become invaluable tools in machine translation, text generation, and similar tasks. Despite their success, challenges persist such as high computational complexity and extensive GPU memory usage. This makes the need for a cost-effective way to operate these models urgent. Large language models (LLMs), which use KV Cache mechanism to enhance…
Large Language Models (LLMs), such as GPT-3 and ChatGPT, have been shown to exhibit advanced capabilities in complex reasoning tasks, outpacing standard, supervised machine learning techniques. The key to unlocking these enhanced abilities is the incorporation of a 'chain of thought' (CoT), a method that replicates human-like step-by-step reasoning processes. Importantly, the use of CoT…
Language models, a subset of artificial intelligence, are utilized in a myriad of applications including chatbots, predictive text, and language translation services. A significant challenge faced by researchers in Artificial Intelligence (AI) is making these models more efficient while also enhancing their ability to comprehend and process large amounts of data.
Imperative to the field of…
Artificial intelligence models, in particular large language models (LLMs), have made significant strides in generating coherent and contextually appropriate language. However, they sometimes create content that seems correct but is actually inaccurate or irrelevant, a problem often referred to as "hallucination". This can pose a considerable issue in areas where high factual accuracy is critical,…
Maritime transport has a key role in worldwide trade and travel, but the unpredictability of global waters presents various difficulties. However, the inception of autonomous ships could revolutionise maritime navigation. These ships, also known as Maritime Autonomous Surface Ships (MASS), combine advanced sensors and Artificial Intelligence (AI) to improve situational awareness and ensure safer navigation.…