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What is reinforcement learning from human feedback (RLHF) and how it works

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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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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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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Generative AI: Privacy, Data Protection and How  it Can Affect your Business

Generative Artificial Intelligence (GenAI) uses deep learning to create new content in various formats. It is based on neural networks, a machine-learning process that mimics the way a human brain learns. By analyzing and training user input data ...

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The 4 pillars of Ethical AI – and why they’re important to Machine Learning

Working closely with our clients in the building of Ethical AI systems permeates Pangeanic’s culture and everything we do. But we not only talk the talk but walk the walk. To this end, we want to make public our conscious efforts in data collection,...

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Generative AI and Copyright Issues

Generative artificial intelligence (ChatGPT, for example) has become very promising for researchers and content creators of all kinds. However, it also poses some risks yet to be explored, such as copyright infringement, among others. As AI tools...

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Generative AI, the Branch of Artificial Intelligence That Will Spark Many Discussions in 2023

Although you would think the term "generative AI" is a relatively new concept, this is not necessarily the case. We have been surrounded by artificial intelligence for quite some time, perhaps since MIT created ELIZA in 1966. ELIZA was a...

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The Importance and Challenges of AI Text-to-Speech

What does converting text to speech consist of?

Text-to-speech (TTS) technology transforms written text into audio format with a human-like voice. It is based on natural language processing and machine learning algorithms and can be used on a wide...

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Ethics in AI: Challenges and Responsibilities in the Digital Era

Artificial Intelligence (AI) is a rapidly growing field whose goal is to revolutionize many aspects of our lives by making them easier and more automated. However, as AI systems become more powerful, there is a growing need to ensure that they are...

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