top of page
Reports from the field.
This is where the work gets documented.
Case studies, research notes, and field observations from New World Labs – on narrative,
culture, M&A, and the structural forces reshaping work.
Think of it less as corporate thought leadership, and more as evidence.
Artificial Intelligence


133 Job Postings, 110 Internal Notes, 102 Candidates. Also Known As: What Happens When We Don't Understand AI
For 16 months i was a name on a list. Then a recruiting firm left 133 job postings, and 102 real people's names marked "do not contact," exposed on the open web. Here's how it happened, and why it's a warning for every industry racing to bolt AI onto its work.
4 hours ago7 min read


Job Seeker Agents and the Discernment Problem. Also Known As: They’re Not Bots, They’re Just Tired.
Over the course of sixteen months, I sent 743 job applications. Job seeker agents are just the newest way to survive the difficult math of our current job market, and TA's reflext o block them all can't tell a spray bot from a qualified, albeit tired, candidate.
Oct 128 min read
bottom of page
