Peak usage refers to the time period when the demand for a service, resource, or product is at its highest. This can apply to things like electricity, internet bandwidth, water supply, or public transport. Understanding peak usage helps organisations plan for increased demand, prevent overloads, and provide a better experience to users.
Model lag refers to the delay between when a machine learning model is trained and when it is actually used to make predictions. This gap means the model might not reflect the latest data or trends, which can reduce its accuracy. Model lag is especially important in fast-changing environments where new information quickly becomes available.
Model memory refers to the way an artificial intelligence model stores and uses information from previous interactions or data. It helps the model remember important details, context, or patterns so it can make better predictions or provide more relevant responses. Model memory can be short-term, like recalling the last few conversation turns, or long-term, like…
Query generalisation is the process of making a search or database query broader so that it matches a wider range of results. This is done by removing specific details, using more general terms, or relaxing conditions in the query. The goal is to retrieve more relevant data, especially when the original query returns too few…
Error rewriting is the process of changing or transforming error messages produced by a computer program or system. This is usually done to make errors easier to understand, more helpful, or more secure by hiding technical details. Developers use error rewriting to ensure users or other systems receive clear and actionable information when something goes…
Syntax coherence refers to the logical and consistent arrangement of words and phrases within sentences, so that the meaning is clear and easy to follow. It ensures that the structure of sentences supports the intended message, making communication more effective. Without syntax coherence, writing can become confusing or ambiguous, making it harder for the reader…
Logic handling refers to the way a system or program makes decisions based on certain rules or conditions. It involves using statements that check if something is true or false and then taking action depending on the result. This process is essential for computers and applications to respond to different inputs and situations correctly.
Concept recall is the ability to remember and retrieve key ideas, facts or principles that you have previously learned. It is an important part of learning because it helps you use information when you need it rather than just recognising it when you see it. Strong concept recall means you can explain or use a…
Repetition avoidance means taking steps to prevent the same information, actions, or patterns from happening multiple times unnecessarily. This concept can be applied in writing, programming, music, and daily routines to make things clearer, more efficient, and less boring. The goal is to keep content or actions fresh and engaging, while also saving time and…
Model quotas are limits set on how much a user or application can use a specific machine learning model or service. These restrictions help manage resources, prevent overuse, and ensure fair access for all users. Quotas can be defined by the number of requests, processing time, or the amount of data processed within a set…