Automation and the Jobs That Actually Change
The useful unit of analysis is the task, not the occupation. Almost no job is fully automatable, and almost every job contains tasks that are.
Society
Bias Is a Product Decision Before It Is a Technical One
Most of the harm attributed to biased models is decided upstream: what the system is asked to predict, and what data was available to predict it from.