6transportation.
26software.
7sales representatives, telephone operators, ticket agents, travel clerks, and various clerical and
27Chapter 7: The Opportunity Layer -- Who Wins If They Move Fast
8permanent.
28leverage rather than threat.
9Chapter 2: It's Already Happening -- Mass Replacement in Real Time
29AI Engineer, AI Governance Lead, MLOps Engineer, Prompt Engineer, AI Security Analyst.
10careers.
30Chapter 8: The Fresh Graduate Playbook -- Your First 24 Months
11good enough."
31you.
12Chapter 3: What the Builders Are Actually Saying
32Chapter 9: How to Adapt No Matter Where You're Starting From
13runs in the opposite direction.
33distinctively human for now.
14physical, technical, domain-specific work.
34everything.
15company.
35Chapter 11: The Psychological Weight of Being Replaced
16Chapter 4: The Geography of Disruption -- Where America Gets Hit Hardest
36survive.
17the past twenty years: Durham-Chapel Hill, Boulder, Ann Arbor, Ithaca, Madison. University
37deserves recognition and support.
18Meanwhile, the least-affected major metros include San Antonio, Riverside-San Bernardino, St.
38Conclusion: The Last Alarm Is Ringing for a Reason
19Area alone.
39terrain.
20location.
40arrives.
