We need XAI because it provides explanations for the decisions made by artificial intelligence systems, making them more transparent and understandable to humans. This is crucial for building trust in AI and ensuring its responsible use in various applications.
7 answers
KimchiQueenCharmingKiss
Sat Oct 26 2024
AI models possess the capability to learn from the data they are trained on.
SoulWhisper
Fri Oct 25 2024
XAI stands for explainable artificial intelligence, and these tools can help identify biases within AI models.
HanRiverVisionary
Fri Oct 25 2024
Unfortunately, this learning process can sometimes lead to unintended consequences.
SolitudePulse
Fri Oct 25 2024
By providing insights into why certain decisions are made, XAI tools allow for a better understanding of how biases influence AI outcomes.
Tommaso
Fri Oct 25 2024
One such consequence is the inadvertent absorption of biases present in the training data.