About

The White Collar Cliff exists to make the AI driven labor transition easier to see in real time. The site aggregates public headlines, tracks credible statistics with sources, and hosts a moderated community discussion.

What this site is

• A landing page for the book, with a link to purchase.
• A news feed focused on AI job displacement, layoffs, and workforce disruption.
• A curated stats dashboard where each claim links to a source.
• A community space for discussion and debate.

What this site is not

• Investment advice.
• Employment or legal advice.
• A prediction engine. We cite sources and make arguments, but uncertainty is real.

How sources are chosen

We prioritize primary or high quality sources, including official reports, major research institutions, reputable journalism, and widely cited academic work. The goal is to keep the discussion grounded.