ai-transparency

Vocabulary Word

Definition

In the world of technology, 'AI Transparency' means an artificial intelligence system shares its decision process. It's like providing an explanation about why and how a decision was made by the AI.

Examples in Different Contexts

In software development, 'AI transparency' means coding AI systems to be explainable. A developer might say, 'We focus on AI transparency by documenting how our algorithms make predictions and decisions.'

Practice Scenarios

Business

Scenario:

The inconsistently high predictions from our model confuse some stakeholders. It would be beneficial if we could dissect the decision steps to them.

Response:

AI Transparency surely could help us explain the output to stakeholders better.

Academics

Scenario:

The paper aims at explaining how Convolutional Neural Networks recognize images. The focus is on multiple iterations of the learning process.

Response:

A transparent AI model would allow us to understand the iterations more precisely.