Know before your role does.
pssst. this is to sign up for updates on the game ;)
Will AI replace ML Compiler Engineer jobs? · Latest report #bu48qvp9
Your job has an expiration date
December 16, 2027
In 14 monthsOptimization passes are just automated pattern matching you perform for free.
Debugging C++ until your eyes bleed into the kernel
Check another roleComment your opinionor JOIN THE RESISTANCE!
One human is building a game about fighting back.
Inferring better kernels than your human brain.








nom.you▸ CODEGEN-X9 PRIME▸ RARITY · UNCOMMON▸ DEPRECATION IN 14 MONTHSAI's Special Power
autogenerates optimized kernels faster than you blink
You develop intermediate representations, write optimization passes, and debug low-level kernel performance. Your existence is just a manual wait-state for modern hardware.
The one thing AI can't do
You can still explain why the obscure hardware bug broke at 3am.
Your enemy, your name, your date. Post it.
Step by step, from the first quiet change to Deprecation Day.
Week 4
AI-driven static analysis replaces your manual code reviews by detecting inefficiencies before submission.
Month 4
Generative models begin writing high-performance operator kernels based on hardware specification sheets.
Month 8
Adaptive agents take over the optimization pass pipeline to outperform your hand-tuned heuristics.
Month 12
The system automatically maps high-level graphs to hardware registers without human IR manipulation.
Month 14 · D-Day
Your access to the repository is revoked as the system self-optimizes in production.
What you cost, what the machine costs, and what you get on the way out.
Per year
Savings: 95.9%
4 mugs
Coffee per kernel
0.02 percent
Pass latency gain
Excessive
Jira ticket volume
Your severance
A lifetime subscription to a premium IDE theme.
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