Algorithmic Transparency: Can We Trust AI's Subjective Choices
Description
Hello and welcome to “My AI Podcast,” where we delve into the complexities of artificial intelligence and its ever-increasing impact on our daily lives.
This is episode ten, and today, we're embarking on a critical discussion about the enigmatic realm of AI decision-making.
00:00 AI is hard to explain, surpassing human ingenuity.
04:30 Machines outperform humans, need for explainable AI.
08:49 Algorithms making subjective decisions, need for audit.
09:48 Model accountability and regulation for AI systems.
13:25 Lack of transparency may require appropriate regulation.
18:20 Cameras at self-checkouts stop fraudulent behavior.
21:49 AI's capabilities in creating code and playing games.
25:12 AI's role depends on problem size, complexity.
27:54 AI should suit everyday needs, not overpowered.
32:52 Innovation breaks monopolies and oligopolies, changing the world.