Explainability, The ability to understand and explain how an AI system makes decisions., A bank AI system explains why a loan application was approved or rejected, Data governance, A set of policies and rules that manage how data is collected, stored , used and protected in an organisation data is collected, stored, used, and, A hospital sets rules on who can access patient data and how it should be used by AI systems., Accountability, Taking responsibility for the actions and outcomes of AI systems., A company reviews complaints when its AI system makes unfair decisions., AI auditing, The process of checking AI systems to ensure they work fairly, safely, and correctly., A company audits its recruitment AI to check whether it screens candidates fairly, without favouring certain age groups or universities., Black-box AI, An AI model whose internal decisionmaking process is not visible or understandable to humans., A deep learning model recommends a medical treatment, but no one can explain exactly why.

AI Explainability_Quiz

by
Print
Embed

Leaderboard

Visual style

Options

Switch template

Continue editing: ?