Know before your role does.
pssst. this is to sign up for updates on the game ;)
Will AI replace Manufacturing Engineering Lecturer jobs? · Latest report #m5msfwbb
Your job has an expiration date
March 15, 2030
In 3 years, 5 monthsTeaching students to fix machines that don't need them anymore.
Analog expert in a digital-twin world.
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One human is building a game about fighting back.
Efficiency through curriculum optimization.





toast.youAI▸ EDUBOT CORE V4.2▸ RARITY · UNCOMMON▸ DEPRECATION IN 3 YEARS, 5 MONTHSAI's Special Power
projects perfect holograms of complex mechanical assemblies
Instructing undergraduates on CAD, tolerance stacks, and lean production cycles in university lecture halls. Grading lab reports and managing shop-floor safety certifications.
The one thing AI can't do
You can still identify exactly when a student is lying about machine shop accidents.
Your enemy, your name, your date. Post it.
Step by step, from the first quiet change to Deprecation Day.
Week 4
All course materials are uploaded and indexed for generative AI ingestion to support automated querying.
Month 7
Pattern recognition software replaces human review for all laboratory reports and standard engineering exam scripts.
Month 16
High-fidelity VR environments remove the need for students to touch physical machines or learn from human instructors.
Year 2.2
Real-time AI monitoring adjusts technical lectures based on student comprehension metrics without human intervention.
Year 3.4 · D-Day
The institution retires the physical chair and replaces it with a singular access terminal.
What you cost, what the machine costs, and what you get on the way out.
Per year
Savings: 95.3%
42%
Average student confusion rate
6 months
Slide deck decay half-life
0.001/sec
Lab report grading velocity
Your severance
A lifetime subscription to outdated CAD software tutorials.
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