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# System prepended metadata

title: Processing with AI

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# Processing with AI
## Exploration :  👩‍⚖️ Ethics of AI

Name:
> Yuchen WANG
> 
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 proposition:*

>In a catastrophic scenario, where all of our training dataset were stolen or recovered from our model, the risk would be...

**OR**

>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 ...