We should start with mandatory audits that adequately cover harms under current laws and regulations while we figure out the rest.

Mandatory, not voluntary, third-party governance, accountability, and transparency

The U.S. social safety net delivers essential services at mass scale, but access burdens persist, as congested contact or call centers serve as a primary mode of application completion and assistance....

We give a polynomial-time algorithm to sample from the Gibbs measure of the Sherrington--Kirkpatrick model with negligible total-variation distance (TVD) error up to inverse temperature $β< 1/2$. Prio...