Our AI research, development and learning resources

Machine learning vs Deep learning: know the differences

Artificial intelligence, machine learning and deep learning are widely discussed technologies. Despite their prevalence in global business discourse, distinguishing between these terms can be challenging. Our article aims to provide a clear understanding of their meanings and differences.

What is Machine Learning? A comprehensive guide for beginners

Discover the world of machine learning – an innovative scientific realm crafting algorithms and statistical models that don't rely on conventional programming. Dive into the future of technology, and explore how ML navigates big data landscapes, uncovers trends, and makes strategic decisions.

InstructGPT, RLHF. Article and riddles from OpenAI

Increasing the size of language models does not inherently make them better follow the user's intent. For example, large language models may generate results that do not match the needs of their users. In the article "Training Language Models To Follow Instructions With Human Feedback", the OpenAI research team uses human feedback reinforcement learning (RLHF) methods to achieve significant improvements in consistency. Let's discuss this work and look into the details.