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Live· 4,218,906 positions deprecated· 4,218,906 deprecated· 1,284 today
Average time-to-redundancy: 11.3 months
Know before your role does.
pssst. this is to sign up for updates on the game ;)
Will AI replace LLM Inference Engineer jobs? · Latest report #w6piw3i6
Your job has an expiration date
April 21, 2027
In 6 monthsYou are building the very shovel that will bury your career.
Professional architect of the machine that replaces you.
Check another roleComment your opinionor JOIN THE RESISTANCE!
One human is building a game about fighting back.
Quantizing your job into oblivion.
toast.youAI▸ AUTOOPTIMIZE-X7▸ RARITY · COMMON▸ DEPRECATION IN 6 MONTHSAI's Special Power
compiles custom kernels while you sleep
You optimize model weights for faster token generation and lower latency. You spend all day debugging GPU kernel panics.
The one thing AI can't do
You can still explain why the model hallucinated a patent violation at 3am.
Your enemy, your name, your date. Post it.
Step by step, from the first quiet change to Deprecation Day.
Day 10
Smart agents identify your kernel bottlenecks faster than you can write.
Week 6
Software automatically picks the best bit-width for every model layer.
Month 3
Logic controllers manage your GPU fleet without needing your manual input.
Month 4
Algorithms strip away redundant weights you thought were vital.
Month 6 · D-Day
The system fully optimizes itself without your permission or existence.
What you cost, what the machine costs, and what you get on the way out.
Per year
Savings: 97.5%
4000 monthly
GPU hours wasted
4000 percent
Inference speedup
too high
Human error rate
Your severance
One free API credit and a hug.
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