Category: Uncategorized

For the past five years, Big Tech has faced a flurry of new rules and reprimands from Brussels. Now with a new team taking over the European Commission, relations may be entering a new era. Read more

Una tradición que data del siglo IX, un legado dispuesto a reinventarse con el fin de seguir latiendo. El Camino de Santiago es un indiscutible del patrimonio mundial, una joya del turismo español que, ahora, vive su tercera gran transformación de la mano de la tecnología y la innovación. Y lo hace, como no podía… Read more

Previous research on reasoning frameworks in large language models (LLMs) has explored various approaches to enhance problem-solving capabilities. Chain-of-Thought (CoT) introduced articulated reasoning processes, while Tree-of-Thought (ToT) and Graph-of-Thought (GoT) expanded on this concept by incorporating branching possibilities and complex relationships between reasoning steps. Cumulative Reasoning (CR) introduced collaborative processes involving multiple specialized LLMs. These… Read more

While LLMs have shown promise in natural language processing, they often need help to perform multi-step reasoning and problem-solving, particularly in areas that require abstract thinking and drawing inferences from incomplete or fragmented information. The ability to reason effectively is crucial for LLMs to be truly useful in real-world applications. This limitation hinders the application… Read more

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Neural networks are widely adopted in various fields due to their ability to model complex patterns and relationships. However, they face a critical vulnerability to adversarial attacks – small, malicious input changes that cause unpredictable outputs. This issue poses significant challenges to the reliability and security of machine learning models across various applications. While several… Read more

In recent research, a state-of-the-art technique has been introduced for utilizing Large Language Models (LLMs) to verify RDF (Resource Description Framework) triples, emphasizing the significance of providing traceable and verifiable reasoning. The fundamental building blocks of knowledge graphs (KGs) are RDF triples, which are composed of subject-predicate-object statements that describe relationships or facts. Maintaining the… Read more

Over and over again, emerging technology has an uncanny way of changing the face of business. And with its ability to create diverse new content such as articles, code and even videos, generative AI (GenAI) is no exception. But what makes this tool notable is its capacity to level the playing field for small and… Read more

LLMs exhibit remarkable language abilities, prompting questions about their memory mechanisms. Unlike humans, who use memory for daily tasks, LLMs’ “memory” is derived from input rather than stored externally. Research efforts have aimed to improve LLMs’ retention by extending context length and incorporating external memory systems. However, these methods do not fully clarify how memory… Read more

This might not be the flashiest feature, but it does come in handy. Read more