The concept of Mixture-of-Experts (MoE) has gained significant traction in the world of large language models (LLMs) as a means of scaling without incurring exponentially high computational costs. Unlike traditional models that utilize the full capacity for every input, MoE architectures direct data to specialized “expert” modules, allowing LLMs to expand their parameters while keeping
AI
The integration of generative AI into enterprise search is revolutionizing how businesses handle vast amounts of data and complex contractual relationships. Elastic, a leader in enterprise search technology, introduced the Elasticsearch Relevance Engine (ESRE) in May 2023. This marked a significant shift in their search strategy, combining traditional keyword-based search methods with advanced vector search
The rise of generative artificial intelligence has become impossible to ignore in the online world. From AI-generated summaries on Google search results to prompts to use AI tools on social media platforms, the presence of AI is ever-growing. This surge in AI integration can be attributed to OpenAI’s release of ChatGPT, which sparked an obsession
Khanmigo, an AI tutor, takes a unique approach to answering student questions by starting with questions of its own. Instead of giving direct answers, it guides students to find solutions step by step, providing hints and encouragement along the way. While Khan Academy envisions “amazing” personal tutors for every student, DiCerbo emphasizes Khanmigo’s role in
In recent times, the spread of disinformation and fake news has become a major concern, with the latest example being a piece of Russian propaganda about Ukrainian president Volodymyr Zelensky’s wife purchasing a Bugatti car with American aid money. The story originated from an unknown French website but quickly gained traction on social media platforms
Artists pour their heart and soul into their creations, only to have their work stolen and profited off by others. The feeling of devastation when seeing your art being used without permission is indescribable. Artist Jödicke expressed this sentiment when he stated, “I almost wanted to give up on my art, because I felt so
In a world where the nature of conflict is constantly evolving, the need for innovation in military tactics and technology is more crucial than ever. The traditional image of a soldier clad in heavy armor and carrying powerful weaponry is giving way to a new concept: the hyper-enabled operator. This vision of the future of
The world of artificial intelligence (AI) has undergone a significant paradigm shift, moving from a background technology to a frontstage disruptor. The current phase of generative AI, known as Gen AI, is already seeing widespread adoption by consumers and organizations alike. This new wave of AI has the potential to completely revolutionize the way businesses
Large Language Models (LLMs) have become increasingly popular tools for generating text in various domains, including scientific writing. However, the challenge lies in detecting whether a piece of writing has been generated using an LLM. A group of researchers has recently developed a novel method to estimate the usage of LLMs in scientific writing by
Artificial intelligence (AI) agents have shown great promise in various research directions, but recent analysis by researchers at Princeton University has shed light on significant shortcomings in current agent benchmarks and evaluation practices. One of the key issues highlighted by the researchers is the lack of cost control in agent evaluations. Unlike evaluating single models,