Chatbot hallucinations
Chatbot hallucinations present a fascinating yet concerning aspect of AI-powered chatbots. These occurrences, where chatbots produce responses that are incorrect or nonsensical, can significantly impa...
Retrieval-augmented generation (RAG)
Retrieval-augmented generation (RAG) represents a cutting-edge methodology in natural language processing (NLP), combining the strengths of retrieving relevant information and generating high-quality ...
Causal language modeling (CLM)
Causal language modeling (CLM) has emerged as a pivotal approach in natural language processing, revolutionizing how machines understand and generate human-like text. By capturing historical context, ...
Artificial neural networks (ANNs)
Artificial neural networks (ANNs) have revolutionized the field of machine learning by enabling computers to learn from vast amounts of data, much like the human brain absorbs knowledge. The underlyin...
Naive Bayes models
Naive Bayes models stand out in the field of machine learning as a simple yet highly effective family of probabilistic classifiers. They draw upon the fundamental principles of Bayes’ Theorem to mak...
Machine learning inference
Machine Learning Inference is a critical aspect of applying trained models to real-world data. By enabling systems to generate predictions from new inputs, inference plays a vital role in decision-mak...
Predictive analytics
Predictive analytics is reshaping how organizations make decisions by leveraging data to anticipate future outcomes. In today’s fast-paced environment, businesses that harness the power of predictiv...
Speech recognition
Speech recognition has transformed the way we interact with technology, allowing machines to understand and transcribe spoken language into text. This fascinating field is at the intersection of natur...
ChatGPT
ChatGPT is a fascinating example of how artificial intelligence can bridge the gap between machines and humans, offering a platform that can converse, assist, and generate text much like a person woul...
G-Eval framework
The G-Eval framework has emerged as a pivotal tool in the realm of artificial intelligence, specifically for evaluating the quality of outputs generated by natural language generation (NLG) systems. A...
