Category: Artificial Intelligence

Model Benchmarks

Post author By EfficiencyAI
Post date 5 June 2025
Categories In Artificial Intelligence, Model Optimisation Techniques, Model Training & Tuning

Model benchmarks are standard tests or sets of tasks used to measure and compare the performance of different machine learning models. These benchmarks provide a common ground for evaluating how well models handle specific challenges, such as recognising images, understanding language, or making predictions. By using the same tests, researchers and developers can objectively assess…

A/B Variants

Post author By EfficiencyAI
Post date 5 June 2025
Categories In Artificial Intelligence, Data Science, Model Training & Tuning

A/B variants are two different versions of something, such as a webpage, email, or advertisement, created to test which version performs better. Each version is shown to a different group of users, and their reactions or behaviours are measured and compared. This approach helps organisations make decisions based on real data rather than assumptions.

Suggested Queries

Post author By EfficiencyAI
Post date 5 June 2025
Categories In Artificial Intelligence, Natural Language Processing, Regulatory Compliance

Suggested queries are prompts or questions generated by a system to help users find information quickly and easily. They are often based on common searches, user behaviour, or context. These suggestions can appear as you type in a search bar or interact with a chatbot, aiming to guide users towards relevant answers and save time.

Prompt Previews

Post author By EfficiencyAI
Post date 5 June 2025
Categories In Artificial Intelligence, Generative AI, Regulatory Compliance

Prompt previews are features in software or AI tools that show users a sample or prediction of what a prompt will generate before it is fully submitted. This helps users understand what kind of output they can expect and make adjustments to their input as needed. By previewing the results, users can save time and…

Chat History

Post author By EfficiencyAI
Post date 5 June 2025
Categories In Artificial Intelligence, Natural Language Processing, Regulatory Compliance

Chat history refers to the record of messages and conversations that have taken place within a chat application or messaging platform. It allows users to review previous messages, track discussions, and maintain continuity in communication. Chat history can be stored locally on a device or in the cloud, depending on the platform’s design. It is…

UX Patterns

Post author By EfficiencyAI
Post date 5 June 2025
Categories In Artificial Intelligence, Digital Transformation, Technology Strategy

UX patterns are common solutions to recurring design problems in user interfaces. They help designers create experiences that are familiar and easy to use by following established ways of solving typical challenges. These patterns save time and effort because teams do not need to reinvent solutions for things like navigation, forms, or feedback messages. Using…

Quick Edits

Post author By EfficiencyAI
Post date 5 June 2025
Categories In Artificial Intelligence, Digital Transformation, Regulatory Compliance

Quick edits are small, fast changes made to content, documents or files to correct mistakes or update information. These edits are usually minor, such as fixing spelling errors, updating dates, or changing a sentence for clarity. Quick edits help maintain accuracy and keep content up to date without the need for a full review or…

Response Labeling

Post author By EfficiencyAI
Post date 5 June 2025
Categories In Artificial Intelligence, Explainability & Interpretability, Natural Language Processing

Response labelling is the process of assigning descriptive tags or categories to answers or outputs in a dataset. This helps to organise and identify different types of responses, making it easier to analyse and understand the data. It is commonly used in machine learning, surveys, or customer service systems to classify and manage information efficiently.

Prompt Builder

Post author By EfficiencyAI
Post date 5 June 2025
Categories In Artificial Intelligence, Generative AI, Regulatory Compliance

A Prompt Builder is a tool or feature that helps users create effective prompts for AI language models. It often provides templates, suggestions, or step-by-step guidance to make it easier to phrase questions or commands clearly. This helps ensure the AI gives more accurate and useful responses.

Result Feedback

Post author By EfficiencyAI
Post date 5 June 2025
Categories In Artificial Intelligence, Explainability & Interpretability, Responsible AI

Result feedback is information given to someone about the outcome of an action or task they have completed. It helps people understand how well they performed and what they might improve next time. This process is important in learning, work, and technology, as it guides future behaviour and decision-making.