A clear guide to how AI models can learn from unlabeled data using self-supervised and unsupervised learning methods.
Category: Artificial Intelligence
Machine Learning vs Deep Learning: What’s the Difference?
Artificial intelligence has become one of the most important technologies in modern life. It is inside search engines, smartphones, recommendation systems, online shopping platforms, medical tools, business software, and even the apps we use for entertainment. But when people talk about artificial intelligence, two terms usually appear again and again: machine learning and deep learning….
Why Evidence Verification Matters in AI Systems
An AI answer may include a citation and still be wrong. The cited passage might discuss the same topic without supporting the specific claim. Evidence verification adds a separate step that checks whether the retrieved text truly justifies the generated statement. Relevance is not the same as support A search result can be highly relevant…
How Artificial Intelligence Is Changing Our Everyday Life
Artificial intelligence is no longer limited to laboratories or science fiction. It is quietly changing how we search, shop, learn, work, travel, protect our homes, and make daily decisions.
A Practical Introduction to Retrieval-Augmented Generation
Retrieval-augmented generation, usually called RAG, combines a language model with an external knowledge source. Instead of relying only on information stored during training, the system retrieves relevant evidence and includes it in the model prompt. The basic RAG pipeline Documents are divided into useful chunks and converted into vector representations. At question time, the query…
How Artificial Intelligence Is Changing Our Everyday Life
Artificial intelligence is no longer a distant idea reserved for science fiction, research labs, or large technology companies. It has quietly moved into ordinary routines and now shapes many of the small decisions, recommendations, tools, and services we use every day. From the moment we unlock a phone to the way we shop, study, travel,…
Artificial Intelligence: What &Why?
Artificial intelligence (AI) is a term that refers to the ability of machines or software to perform tasks that normally require human intelligence, such as reasoning, learning, decision making, and creativity. AI is not a single technology, but a broad field that encompasses many subfields and applications. Some of the most common subfields of AI…