Generative AI moduels

Question

We have lots of technologies now a days. In that we have GenAI model is one of them.So, My quetion is " did you find any problems with GenAI module, if you find problem ? how can you rectify that problem with new innovation ideas " not only GenAI module any technology that you can find problems .

One of my friend is asked me this quetion . I need some answers

Rajeesh Menoth · Answer

Hi Misuse - fake images videos or text can be misused to spread disinformation Privacy - create highly realistic synthetic images of people raising concerns about privacy and consent. Unintended consequences - Generative AI models can produce unexpected and unintended outputs which can have negative consequences if not properly monitored and controlled. Computational resources - require significant computational resources which can be expensive and limit their accessibility to smaller organizations or individuals. Lack of transparency - Generative AI models can be difficult to interpret and explain making it challenging to understand how they arrived at their outputs.

Saravanan Ganesan · Answer

GenAI models like other technologies can have issues such as biases ethical concerns and accuracy limitations. To address these problems innovation ideas include: Diverse Training Data : Use more diverse datasets to reduce bias and improve model fairness. Explainability : Develop methods to make GenAI models more transparent and interpretable enhancing trust and accountability. Ethical Frameworks : Create ethical guidelines for AI development and usage incorporating societal values. Continuous Monitoring : Implement real-time monitoring to detect and rectify biases and errors as they arise. AI Governance : Establish regulatory bodies to oversee AI ethics and compliance. Innovation should focus on not just improving technology but also ensuring responsible ethical and unbiased AI development and deployment.