Comment by Micah Weinberg

Reorientation demands collaboration between AI developers and deliberative-democracy practitioners at the design stage, rather than only at the deployment stage. Public funding bodies and philanthropic intermediaries, whose investment in “AI for democracy” has to date been modest and fragmented, have a critical role to play in directing research investment toward the development of “deliberation-native” AI tools whose core optimization targets are defined by democratic-process values.