Work & Labor

The first generation of professionals trained on AI assistance may be the last one that knows what expertise felt like.

AI does not have to replace your manager. It can make your manager act like software.

A degree was a promise about what a person could do unaided. Every take-home assignment now quietly renegotiates that promise.

Applicants use AI to write for machines that reject them. Employers use AI to screen people they never meet. Both sides are automating a conversation that no longer has a human at either end.

A deep investigation into the accelerating automation of white-collar professions and the economic fallout no one is preparing for.

From loan approvals to hiring decisions, machine learning systems are encoding discrimination at scale.

Content moderators, AI trainers, and end users are all paying a psychological price.

Every fluent answer from a model carries an invisible invoice, paid by workers the industry prefers not to name.