External researcher access to lab data

Half of 249,834 Claude conversations carried consequential work, and the hard ones ran twice as long

A Stanford team read 249,834 privacy-preserved conversations. The stakes are not sitting in a flaggable minority, which is a problem for any oversight plan built around exceptions.