Know before your role does.
pssst. this is to sign up for updates on the game ;)
Will AI replace Edge AI Researcher jobs? · Latest report #hnmkcvkr
Your job has an expiration date
May 23, 2028
In 1 year, 7 monthsTraining models to replace your obsession with model training.
Architect of low-latency silicon sadness.
Check another roleComment your opinionor JOIN THE RESISTANCE!
One human is building a game about fighting back.
Quantizing reality into pure throughput.









ow.you▸ NEUROSTRIP V4.2▸ RARITY · UNCOMMON▸ DEPRECATION IN 1 YEAR, 7 MONTHSAI's Special Power
compiles entire firmware stacks before your coffee
You optimize neural network sparsity and write low-level hardware drivers. You spend your life chasing sub-millisecond inference latency on constrained silicon.
The one thing AI can't do
You are the only one who knows which undocumented registers cause the kernel panic.
Your enemy, your name, your date. Post it.
Step by step, from the first quiet change to Deprecation Day.
Day 10
Baseline monitors identify the most inefficient bottlenecks in your proprietary inference engine.
Month 4
Neural architecture search agents write more efficient C kernels than you ever could.
Month 10
The system automatically adapts hardware drivers to exploit new silicon features without your input.
Month 15
Infinite virtual test benches simulate hardware failure modes to stress-test the auto-generated firmware.
Month 19 · D-Day
Your access to the repository is revoked as the system achieves self-optimizing firmware deployment.
What you cost, what the machine costs, and what you get on the way out.
Per year
Savings: 95.2%
0.0001
ms Latency
1M/sec
Optimization iterations
Zero
Energy waste
Your severance
A one-way ticket to a non-technological agrarian society.
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