Know before your role does.
pssst. this is to sign up for updates on the game ;)
Will AI replace Embedded ML Engineer jobs? · Latest report #mwjetxvn
Your job has an expiration date
April 14, 2028
In 1 year, 6 monthsTraining models for hardware that will be obsolete by next Tuesday.
Still pretending that quantization doesn't ruin the accuracy.
Check another roleComment your opinionor JOIN THE RESISTANCE!
One human is building a game about fighting back.
Hardware-agnostic model distillation for any chipset.






bzzt.youAI▸ TENSORSHRINK-9▸ RARITY · UNCOMMON▸ DEPRECATION IN 1 YEAR, 6 MONTHSAI's Special Power
compiles optimized kernels in milliseconds
You write C++ and optimize neural networks for microcontrollers with zero memory. You fight latency on tiny chips.
The one thing AI can't do
You are the only one who knows why the GPIO pin is noisy.
Your enemy, your name, your date. Post it.
Step by step, from the first quiet change to Deprecation Day.
Week 4
Smart agents identify bottlenecks in your C++ inference loops.
Month 4
Unified compilers translate models to any chip architecture instantly.
Month 8
Neural architecture search replaces your manual quantization and pruning.
Month 13
Direct binary generation removes the need for manual device testing.
Month 18 · D-Day
Your environment configuration is archived and the servers go dark.
What you cost, what the machine costs, and what you get on the way out.
Per year
Savings: 97%
0.001
Average inference delay ms
42 percent
Human error rate
99 percent
Model size reduction
Your severance
A one-year subscription to a legacy C++ compiler.
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