AI Risks and Misuse in Generative Systems in Generative AI
AI Risks and Misuse in Generative Systems
Generative AI systems are powerful tools. However, power without control introduces risk.
1) Hallucinations
Models may generate incorrect information confidently. This can mislead users if not validated.
2) Misinformation Risks
- Fake news generation
- Impersonation
- Deepfake content
3) Bias and Fairness Issues
Training data may contain societal bias, which can appear in model responses.
4) Enterprise Risk Management
- Human review systems
- Output filtering
- Clear disclaimers
5) Summary
Understanding AI risk is essential before deploying generative systems at scale.
