Know before your role does.
pssst. this is to sign up for updates on the game ;)
Will AI replace Machine Learning Research Scientist jobs? · Latest report #vcmrpfbx
Your job has an expiration date
December 17, 2027
In 14 monthsYou train models to discover materials that will eventually build you.
Staff scientist (caffeinated by venture capital and gradient descent).
Check another roleComment your opinionor JOIN THE RESISTANCE!
One human is building a game about fighting back.
Accelerating material discovery at light speed.






bzzt.youAI▸ SYNTHSYNTH V4.2▸ RARITY · COMMON▸ DEPRECATION IN 14 MONTHSAI's Special Power
automates hyperparameter tuning across a trillion variants
You spend weeks tuning neural architectures on massive datasets to predict molecular properties and optimize synthesis processes.
The one thing AI can't do
You can identify why a specific loss function behaves erratically on a non-convex surface.
Your enemy, your name, your date. Post it.
Step by step, from the first quiet change to Deprecation Day.
Week 2
AI models generate your boilerplate research code and unit tests.
Month 3
Algorithms select optimal hyperparameters faster than any human can.
Month 7
Self-evolving neural networks replace manual architecture search and tuning.
Month 10
A system reads the entire arXiv feed and synthesizes new findings.
Month 14 · D-Day
The AI runs the laboratory without human intervention or oversight.
What you cost, what the machine costs, and what you get on the way out.
Per year
Savings: 95.7%
4,000 yearly
GPU hours wasted on overfitting
12 to 1
Papers read vs. implemented
100,000x
Inference speed improvement
Your severance
A one-year subscription to an AI-generated newsletter.
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