Artificial general intelligence (AGI) refers to a form of artificial intelligence that has the ability to understand, learn, and apply knowledge across a wide range of tasks and domains, much like a human. Unlike narrow AI, which is focused on…
Annotation
In the context of artificial intelligence (AI), annotation refers to the process where data is manually labeled or marked by humans to prepare it for machine learning. The labeled data provides the AI with context information that helps it recognize…
BIAS
Bias, simply put, is an unfair preference or bias toward one person or group over another. It can lead to unequal treatment or a lack of fairness in decision-making. In the context of artificial intelligence and machine learning, bias occurs…
ChatGPT
ChatGPT is an AI language model developed by OpenAI. It is part of the Generative Pre-trained Transformer (GPT) family, known for generating human-like text. ChatGPT is specifically optimized for conversation, capable of providing responses and information on a wide range…
Classification
In the field of artificial intelligence (AI), classification refers to a type of supervised learning where an algorithm learns to predict the class or category of a given input from a set of pre-defined classes. In a classification task, the…
Data labeling
Machine learning systems often require human annotators to label or describe data before it can be used for training. For example, in the development of self-driving cars, human workers need to annotate dashcam videos by labelling cars, pedestrians, bicycles, etc.…
Data Mining
Data mining is a process of discovering patterns in large data sets. It is used to find hidden relationships between variables, identify new trends, and make predictions. Data mining is a powerful tool that can be used to improve decision-making…
Deepfake
Deepfake is a term that originated from „deep learning“ and „fake“, referring to the use of artificial intelligence technologies, particularly deep learning algorithms, to manipulate or fabricate visual and audio content with high precision. Deepfakes are typically created by employing…
Embedding
Embedding in the context of artificial intelligence (AI) and Large Language Models (LLMs) refers to a method of representing words, phrases, sentences, or other types of data in a continuous vector space. This transformation is crucial for enabling machines to…
Fine-Tuning
Fine-Tuning is a crucial process in the development and optimization of Large Language Models (LLMs). It involves taking a pre-trained model, which has been initially trained on a large corpus of general data, and adapting it to perform specific tasks…