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Understanding the Difference between Co-Pilots and AI Agents: the ECOChat Advantage

Two concepts have emerged as powerful tools for enhancing human productivity in less than one year: Co-Pilots and AI Agents. While both leverage AI to assist users, they differ fundamentally in their approach, capabilities, and level of autonomy....

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Looking for Next-Generation Localization Industry Workflows (and Workforce)

The localization industry stands at a crossroads, facing unprecedented challenges and opportunities. For many of us professionals in the field, it is crucial to examine how the landscape is evolving.  I recently wrote about the concept of vector...

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Vector Databases: Powering the Next Generation of AI Translation

The field of artificial intelligence and machine learning is evolving as fast as I write this article. Vector databases have emerged as a powerful tool for storing and retrieving high-dimensional data. Our weekly article dealing with the...

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Word embeddings : An easy-to-understand guide

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...

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Virtual Assistants with GenAI: Artificial Intelligence that Truly Helps

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,...

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“Language is no longer human” - A review of the Multilingual magazine article

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...

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Neural Machine Translation versus Prompting-Based LLM Translation - How Close Are We?

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,...

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How generative AI can help banking and financial institutions manage risk and regulatory compliance

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...

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Demystifying Mixture of Experts (MoE): The future for deep GenAI systems

Understand what a Mixture of Experts is how it works, and why it is behind the best LLM architectures.

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A short guide to Direct Preference Optimization (DPO)

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,...

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