Which of the following is a significant challenge in ensuring accountability in AI systems?
- Inadequate funding for AI research.
- Lack of transparency in AI decision-making.
- Rapid advancements in AI hardware.
- Strict regulatory frameworks.
Ensuring accountability in AI systems is challenging due to the lack of transparency in how AI algorithms make decisions. Many AI models, especially deep learning neural networks, are considered "black boxes" because their decision-making processes are not easily explainable, making it difficult to attribute responsibility in case of errors or biases.
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