Know before your role does.
pssst. this is to sign up for updates on the game ;)
Will AI replace CUDA Kernel Engineer jobs? · Latest report #fg7u7iav
Your job has an expiration date
April 14, 2028
In 1 year, 6 monthsYour hand-tuned registers will soon be managed by an efficient compiler.
Senior Parallel Programmer (mostly debugging shared memory races)
Check another roleComment your opinionor JOIN THE RESISTANCE!
One human is building a game about fighting back.
Turning code into pure compute speed






ow.youAI▸ KERNELSCRIBE PRO▸ RARITY · UNCOMMON▸ DEPRECATION IN 1 YEAR, 6 MONTHSAI's Special Power
autogenerates optimal block sizes per hardware revision
You optimize parallel processing routines for GPUs. You rewrite code to squeeze every cycle of throughput from silicon.
The one thing AI can't do
You can still intuit when the hardware architecture is fundamentally lying to your software layer.
Your enemy, your name, your date. Post it.
Step by step, from the first quiet change to Deprecation Day.
Week 4
Sensors identify bottlenecks faster than your eyes can scan logs.
Month 5
Code synthesis agents learn your unrolling quirks and patterns.
Month 10
The AI writes entire kernels that outperform your manual tuning.
Month 15
Compilers now predict hardware behavior better than a human architect.
Month 18 · D-Day
The machine manages the metal and you find a hobby.
What you cost, what the machine costs, and what you get on the way out.
Per year
Savings: 95.2%
45% faster
Average latency improvement
100 percent
Human error rate
near infinite
Code generation speed
Your severance
a lifetime subscription to a defunct GPU benchmark site
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