Know before your role does.
pssst. this is to sign up for updates on the game ;)
Will AI replace Postdoctoral Graphics Researcher jobs? · Latest report #x7c6kp3h
Your job has an expiration date
August 31, 2028
In 1 year, 10 monthsTraining models to replace the researchers who are training the models.
Stanford Postdoc (mostly PyTorch, emotionally LaTeX)
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Automated innovation at scale







ow.youAI▸ SYNTHSCHOLAR GEN-7▸ RARITY · UNCOMMON▸ DEPRECATION IN 1 YEAR, 10 MONTHSAI's Special Power
hallucinates a breakthrough paper overnight
You spend your life writing custom shaders and tuning vision pipelines. Soon, a larger foundation model will generate your entire research output while you sleep.
The one thing AI can't do
You alone know why the loss function keeps outputting negative infinity at 3 a.m.
Your enemy, your name, your date. Post it.
Step by step, from the first quiet change to Deprecation Day.
Day 10
Our agents ingest your GitHub repos to standardize your messy research scripts into clean modules.
Month 5
Vision-based AI replaces your manual dataset cleaning with automated, high-fidelity synthetic data generation.
Month 10
Smart schedulers take over your GPU cluster management, ending your nightly fights for server access.
Month 16
Large language agents synthesize your findings into publishable LaTeX papers before you even write them.
Month 22 · D-Day
The system assumes full control of your research direction, rendering your tenure track entirely unnecessary.
What you cost, what the machine costs, and what you get on the way out.
Per year
Savings: 96.3%
4.2 liters
Coffee consumed per paper
0.0004%
Probability of citation
60% of life
Time spent fixing CUDA errors
Your severance
A lifetime subscription to our API playground, non-refundable.
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