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Pangeanic Blog

EXPERT (3)

What is AI and what is Artificial General Intelligence? (AGI)

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...

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What is an LLM (Large Language Model)?

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)...

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What Is Reinforcement Learning from Human Feedback (RLHF) and How Does It Work?

Reinforcement Learning from Human Feedback (RLHF) is a very hot topic for all of us in the AI space. Everyone exposed to some kind of machine translation re-training, either offline or online, is quite familiar with the concept and the procedures....

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How Synthetic Data and Human IP-Clear Data Can Boost StartUps’ AI Projects

Artificial intelligence (AI) and particularly NLP applications like GenAI have taken the world by surprise from the end of 2022. They really shook R&D plans in 2023: Microsoft snapped a $10Bn deal with OpenAI for the customized use of its ChatGPT...

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Advantages and Disadvantages of LLM Machine Translation versus Neural Machine Translation

2023 will be remembered for the two methodologies that have emerged as leaders: Large Language Models (LLMs) and Neural Machine Translation (NMT) systems.

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AutoML and LLM Self-Training: Maintaining Data Privacy in the AI Revolution

Data is the fuel powering the AI revolution. However, organizations face a growing challenge: sharing their data with large tech giants for AI model training often means compromising the privacy of their users or sensitive business information. In...

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What is OCR (Optical Character Recognition)?

Optical character recognition (OCR) is a tool that uses artificial intelligence algorithms and models to convert images of printed or handwritten text into editable text.

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Asian Parallel Corpora: The Availability Challenge and the Imperative of Human Curation

The proliferation of machine translation systems has surged in the global digital landscape, powered primarily by advancements in Natural Language Processing (NLP) and Artificial Intelligence (AI). While these systems exhibit remarkable abilities in...

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What Is an NLP Practitioner and How to Become One

We will explain what the figure of the NLP practitioner is, how it is characterized, how someone can be trained for it, what requirements must be met, etc.

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Steps and Best Practices in AI Model Training

Artificial intelligence model training is a process in which an algorithm is taught to correctly interpret data and make accurate decisions based on that data, in order to solve certain tasks.

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