Key Limitations of Generative AI in Business:

• Lack of True Creativity – Generative AI remixes existing data rather than creating genuinely novel ideas.
• Limited Contextual Understanding – Struggles with nuanced contexts in complex business situations, risking oversimplified or tone-deaf outputs.
• Data Privacy and Security Risks – Heavy reliance on data poses risks of data breaches or mishandling, which can undermine client trust.
• Algorithmic Biases – Can perpetuate societal biases from training data, leading to unfair or skewed recommendations.
• Black Box Nature- Opaque decision-making processes make it hard to explain outputs, potentially breeding mistrust.
• Vulnerability to Manipulation – Susceptible to adversarial attacks, raising concerns about the reliability of AI-driven outputs.