Pangeanic Blog

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TAUS Massively Multilingual Summit Dublin 2025: Reflections from Google’s European HQ

The TAUS Massively Multilingual AI Conference in Dublin on June 10-11, 2025 proved to be a pivotal moment for our industry, bringing together leaders from AI labs, globalization directors, and language technology providers at Google’s European...

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LLM Translation enters the mainstream: EU and Google say it's good enough without humans

Two recent signals from the world’s most influential players—the European Union and Google—have redefined how we think about LLM-based translation (or AI translation). Both the EU and Google now accept that AI-powered translation is fluent, usable,...

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What Is RAG? The Key to Virtual Assistants with Real-World Knowledge

In the field of private Generative Artificial Intelligence (GenAI), a crucial component is transforming how virtual assistants access and utilize real-world knowledge: RAG, or Retrieval-Augmented Generation.

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The AI consolidation is coming: Gartner's latest reports validate the shift from LLM-Building to agentic workflows

Gartner's enterprise AI research confirms what we've been saying about the future of AI business models:  multilingual agentic workflows are where the real opportunity lies.

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Why abstract thinking is AI's insurmountable wall

In an era where AI can write code, translate languages, and even compose poetry, there remains one cognitive domain that is exclusively human: abstract thinking. Instead of fearing or mocking the generative errors or hallucinations produced by early...

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Harnessing the power of AI to translate religious texts ethically and accurately

Translating religious texts is among the most sensitive and complex tasks in the language services domain. These documents are not simply literary works—they are sacred, revered, and central to the spiritual lives of millions. They often contain...

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Comprehensive Speech Data Processing for AI: A Flagship Project

In Artificial Intelligence systems, data quality is paramount. Poor training data—even in small proportions—can have devastating effects on a model’s final performance. Developers of all sizes understand...

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Beyond the myth of off-the-shelf data: Why custom conversational data is the real AI advantage

Recently, there has been a relentless pursuit of smarter and more responsive AI systems, conversational data has become a vital component driving true innovation. From virtual assistants and multilingual chatbots to voice-activated customer support...

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How LLMs can help translate religious texts for churches

Conventional translation methods often face challenges when dealing with the nuances, cultural significance, and specialized terminology of religious texts. However, Large Language Models (LLMs) are emerging as powerful tools that could...

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Types of Data Annotation and How PECAT Enhances the Process

Data annotation is the silent engine behind every intelligent system—from voice assistants to autonomous vehicles. At Pangeanic, we believe that annotation isn’t just a task—it’s a strategic asset. That’s why we built PECAT: a secure, multilingual,...

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