- Black Box Nature of Generative Models
- Difficult to interpret and understand.
- Lack of transparency in decision-making.
- Hard for firms to explain AI-driven decisions to stakeholders.
- Increases regulatory and consumer concerns.
- Conceals errors and biases.
- Makes it difficult to assess model soundness.
- Transparency and accountability are critical.
- Firms risk deploying AI without fully understanding it.
- Can lead to inappropriate use or undiagnosed failures.
- Traditional testing methods may not work for complex models.