The Entry-Level Apocalypse : Stanford Just Confirmed It
The entry-level job market isn't just "bad." It is being deleted. Stanford University just released the "Canaries in the Coal Mine" study (Nov 2025), and the data confirms a 16% relative decline in employment for young workers (ages 22-25) in AI-exposed fields.
The seniors aren't getting fired. The juniors just aren't getting hired.
In this log, we break down the "Co-Invention Trap," why the "Wage Anomaly" proves your skills are being deprecated, and the exact protocol you need to switch from "Prediction" (AI's job) to "Judgment" (Your job).
Timestamps:
00:06 - The Stanford Report findings
00:39 - The anomaly in wage data
01:18 - Why this is like the Industrial Revolution
02:14 - How the machine actually works
03:03 - The definition of "Judgment"
03:41 - The economic shift: Prediction vs. Decisions
04:18 - Adapting education: Asking "Why" instead of "How"
04:56 - Is physical labor safe from AI?
05:40 - Become a Director, not a user
06:10 - Conclusion
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