LinkedIn, blog posts and social media are full of content that describe how word embeddings are the basis for GenAI – the cornerstone of all things AI. If you speak to a machine learning engineer, a data scientist or mathematician, you’re likely to...
The increasing digitization of all processes has brought an unprecedented revolution in how we interact with technology.Although chatbots have a long history (see our development of the Museum Chatbot for Europeana), the new virtual assistants,...
Multilingual magazine has recently published an article I wrote at the end of last year. “Language is no longer human” is both a statement and a thought-provoking exploration of what I consider a turning point for the translation industry in...
The recent GALA Association annual conference in Valencia has officially kick-started the conference season. And of course, the dominant issue (the only issue, I would say) was AI - or rather GenAI and how it is affecting the language industry,...
We introduced ECO Chat at the Big Data & AI exhibition in London last week, where we frequently talk with banking and financial institutions, traditionally reluctant to major technological changes unless they have been previously tested and passed...
Understand what a Mixture of Experts is how it works, and why it is behind the best LLM architectures.
Direct Preference Optimization (DPO) is a novel, emerging and innovative approach in the field of AI that makes use of the power of human preferences to optimize the performance of AI systems. Unlike traditional Reinforcement Learning algorithms,...
Artificial Intelligence (AI) is a transformative branch of computer science that focuses on creating intelligent machines and systems that can perform tasks typically requiring human intelligence. By undergoing training, AI systems learn from vast...
LLMs or Large Language Models (LLM) are advanced deep learning algorithms capable of performing a wide range of tasks related to natural language processing (NLP). At Pangeanic we know something about it because we have been building (more modest)...
Reinforcement Learning from Human Feedback (RLHF) is a very hot topic for all of us in the AI space. In essence, everyone that was exposed to some kind of machine translation re-training either offline or online is quite familiar with the concept...
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