Good practices for Service Developers
Using AI responsibly
Define a data policy
Well-working AI requires high-quality data
Data work is human work that requires time and resources.
Biases have to be identified by humans
So far, there is no automatic way to prevent bias in data and subsequent adverse effects.
The algorithm determines the quality of AI outputs
Each algorithm is different and linked to the objectives of its respective system. The more complex the target, the more parameters an algorithm has.
Big data creates a black box
Can an opaque system produce ethically sustainable results?
Citizens have the right to the transparency of information
How can I explain the functioning of a system as clearly as possible?
Challenges of recommender systems in the public sector
Can data points in a public system generate recommendations that are in line with good governance?