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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 CUDA Kernel Writer jobs? · Latest report #yxw8c2nt
Your job has an expiration date
May 24, 2028
In 1 year, 7 monthsYou spend all day optimizing memory access just to be replaced by faster code.
Expert at making shared memory play nice.
Check another roleComment your opinionor JOIN THE RESISTANCE!
One human is building a game about fighting back.
Writing better assembly than your best engineer.
toast.youAI▸ KERNELGEN-X▸ RARITY · UNCOMMON▸ DEPRECATION IN 1 YEAR, 7 MONTHSAI's Special Power
autogenerates optimal tiling configurations
You write low-level parallel code for GPUs and spend hours tuning memory throughput and shared memory occupancy.
The one thing AI can't do
You can still intuit when a weird hardware race condition is actually a silent driver bug.
Your enemy, your name, your date. Post it.
Step by step, from the first quiet change to Deprecation Day.
Day 10
Smart agents begin mapping every possible kernel execution pattern.
Month 5
Models learn to predict optimal tiling for any given tensor shape.
Month 10
The compiler now writes better assembly than your human team.
Month 15
Automated test suites catch race conditions before they ever exist.
Month 19 · D-Day
The compiler handles the entire parallel workload without any human intervention.
What you cost, what the machine costs, and what you get on the way out.
Per year
Savings: 93.5%
too many
Shared memory optimization failures
hours
Average kernel compilation time
billions
GPU clock cycles wasted
Your severance
One free subscription to a local compute cloud.
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