AI Definitions
This term refers to AI that processes language by interpreting and generating text.
What is Natural Language Processing (NLP)?
Data collection, cleaning, and annotation are part of this essential AI step.
What is data preparation?
Encrypting sensitive data helps secure this crucial AI asset.
What is information?
Avoiding unfair biases in AI outputs ensures this.
What is fairness?
This sector uses AI to create personalized shopping experiences for customers.
What is retail?
AI can help companies create these types of online posts, saving time on marketing.
What are social media posts?
A self-contained program that performs a specific function in an AI system.
What is an agent?
This kind of data quality ensures AI models produce accurate and reliable outputs.
What is clean data?
AI should have these, guidelines ensuring it is used ethically and responsibly.
What are guardrails?
Using data responsibly and in compliance with privacy laws promotes this in AI.
What is ethical responsibility?
AI can diagnose illnesses and predict outcomes, aiding in this sector.
What is healthcare?
AI-powered design tools can assist in developing logos, graphics, and visuals for this creative field.
What is graphic design?
AI models that make predictions or decisions by recognizing patterns in data belong to this category.
What is machine learning?
AI requires this type of massive, diverse data to learn effectively.
What is big data?
Limiting access to AI systems helps protect them from these unauthorized changes.
What is access control?
Ensuring people understand AI's decision-making process promotes this quality.
What is transparency?
AI assists this financial task by detecting suspicious transactions in real time.
What is fraud detection?
In entertainment, AI can help generate these realistic characters for movies and video games.
What are animated characters?
These interconnected nodes in a neural network mimic the structure of the human brain.
What are neurons?
Labeling data helps AI understand the context of items; this process is known as what?
What is annotation?
Monitoring AI systems regularly helps detect these types of threats.
What are cyber-attacks?
Companies might establish these groups to review AI projects for ethical concerns.
What are ethical committees?
AI-driven analysis of user data helps media companies improve this aspect of their service.
What is content recommendation?
AI tools like DALL-E can create these types of images based on textual descriptions.
What are AI-generated images?
This type of deep learning model revolutionized NLP by focusing on self-attention.
What is a transformer?
Organizing data into a consistent format is essential for this aspect of AI development.
What is structured data?
Companies conduct these audits to ensure their AI is fair and unbiased.
What are fairness audits?
This AI principle involves ensuring systems act within legal and societal standards.
What is accountability?
AI in manufacturing improves efficiency by anticipating these, avoiding costly shutdowns.
What are maintenance needs?
AI assists writers by generating coherent storylines, helping with this aspect of creative storytelling.
What is plot generation?