# Processing with AI ## Exploration : 👩‍⚖️ Ethics of AI Name: > ... > Subject: > ... >[TOC] ## Design brief ### Bias If we don't source our dataset with enough rigor, the following bias might appear: >1. a >2. b >3. c We will ensure that our model is not biased by: >1. Sourcing our data from.. >2. Making sure our data take into account… *(a potential bias)* >3. ... ### Overfitting We will make sure our model does not overfit by > Checking the accuracy of our model on... ### Misuse >We have to remind ourselves that our application could be misused by **XXX** to do **XXX**. ### Data leakage ***Choose** the most relevant solution concerning your **dataset** privacy:* >**🔐 Closed source:** In a catastrophic scenario, where all of our training dataset were stolen or recovered from our model, the risk would be... **OR** > **🔓 Open source:** We have decided that our training dataset will be fully open-sourced, but before we made sure that... ### Hacking > If someone found a way to "cheat" our model and make it make any prediction that it want instead of the real one, the risk would be that ...