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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 Neural Network Architect jobs? · Latest report #w6ygdiyg
Your job has an expiration date
April 20, 2027
In 6 monthsEnjoy your manual gradients while they still have a pulse.
Artisanal math enthusiast currently ignoring modern GPU acceleration.
Check another roleComment your opinionor JOIN THE RESISTANCE!
One human is building a game about fighting back.
Backpropagation without the biological bottleneck.
ow.you▸ TENSORLOGIC V.9▸ RARITY · COMMON▸ DEPRECATION IN 6 MONTHSAI's Special Power
optimizes weight tensors faster than you blink
You laboriously calculate matrix multiplication and gradients by hand for custom models. An AI agent will do this in microseconds.
The one thing AI can't do
You can still appreciate the beautiful geometry of a loss function before it reaches zero.
Your enemy, your name, your date. Post it.
Step by step, from the first quiet change to Deprecation Day.
Day 10
Your manual formulas are digitized into a standard library of differentiable operations.
Week 6
A compiler replaces your hand-drawn derivatives with optimized C++ kernels.
Month 3
The system automatically selects the optimal learning rate without your manual input.
Month 4
An agent generates neural topologies directly, bypassing your whiteboard sketches entirely.
Month 6 · D-Day
The system assumes full control of the training pipeline, making your manual labor obsolete.
What you cost, what the machine costs, and what you get on the way out.
Per year
Savings: 98%
4.2 percent
Manual Gradient Error Rate
6 liters
Coffee Consumed Per Epoch
99.9 percent
Compute Efficiency Penalty
Your severance
A vintage slide rule and a signed thank-you note.
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