Micah Weinberg

The most important near-term investments needed, therefore, are not in AI capability development but in democratic governance infrastructure: standard-setting (such as certification frameworks for algorithmic transparency, third-party safety standard...

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 demo...