Thank you so much. I would say that I have three top recommendations.
The top one would be to establish a moratorium. It's simply too unreliable for the futures and the livelihoods to which we are allocating responsibility.
The second two recommendations would involve accountability and transparency.
We need better insight into how these tools are being used; where the data is being stored; how decisions are being made with them; whether or not humans are involved; and how these decisions are embedded within larger bureaucratic organizational structures around how decisions are being made. Some kind of documentation to give us insights into these processes, such as algorithmic impact assessments, would be very useful.
Further, we need some kinds of regulatory interventions to produce accountability and build the kinds of relationships between the government, private actors and the public interest so that the relationships can be built to ensure that the needs of the most vulnerable are addressed.