Know before your role does.
pssst. this is to sign up for updates on the game ;)
Will AI replace AI Inference Researcher jobs? · Latest report #7m5688cb
Your job has an expiration date
February 14, 2028
In 16 monthsYou spend months optimizing latency that a compiler will fix tomorrow.
Optimizer of kernels, breaker of production builds.
Check another roleComment your opinionor JOIN THE RESISTANCE!
One human is building a game about fighting back.
Your latency metrics, rendered irrelevant.






help!you▸ KERNELOPTIMIZER V9▸ RARITY · UNCOMMON▸ DEPRECATION IN 16 MONTHSAI's Special Power
compiles hardware-specific kernels in milliseconds
Benchmarking neural network execution times and pruning model weights for hardware deployment. You identify performance bottlenecks in layer kernels.
The one thing AI can't do
You can still explain why the obscure hardware interrupt failed at 3 a.m.
Your enemy, your name, your date. Post it.
Step by step, from the first quiet change to Deprecation Day.
Week 4
Sensors identify your slowest kernels without human input.
Month 4
Compilers rewrite your hand-tuned kernels for maximum throughput.
Month 8
New stacks remove the need to ever write C++.
Month 12
The system validates its own performance improvements overnight.
Month 16 · D-Day
Your access is revoked as the optimizer runs indefinitely.
What you cost, what the machine costs, and what you get on the way out.
Per year
Savings: 94.8%
60 percent
Time spent debugging CUDA kernels
2 milliseconds
Latency gains from manual tuning
2 liters
Coffee consumed per GPU cycle
Your severance
A one-month subscription to a cloud compute service.
Discussion