Know before your role does.
pssst. this is to sign up for updates on the game ;)
Will AI replace Applied Machine Learning Engineer jobs? · Latest report #bbjx3iyw
Your job has an expiration date
April 20, 2027
In 6 monthsYou train models to make humans while automating yourself out of existence.
Optimizer of beginnings, architect of your own obsolescence.
Check another roleComment your opinionor JOIN THE RESISTANCE!
One human is building a game about fighting back.
Superior biological optimization at silicon speeds.









bzzt.you▸ LIFESYNTHETIX V4.2▸ RARITY · COMMON▸ DEPRECATION IN 6 MONTHSAI's Special Power
optimizes embryo selection faster than human cognition
You optimize neural networks for embryo classification and IVF success prediction. Your daily grind involves cleaning clinical imaging datasets and debugging hyperparameter tuning loops.
The one thing AI can't do
You can still explain why the model collapsed to an annoyed board of directors.
Your enemy, your name, your date. Post it.
Step by step, from the first quiet change to Deprecation Day.
Day 9
Automated pipelines begin replacing your manual data cleaning with robust feature extraction layers.
Week 5
Synthetic agents take over the hyperparameter tuning and model selection loops you currently manage.
Week 11
Verification of clinical performance is shifted to an isolated autonomous testing environment.
Month 4
Regulatory reports are generated automatically by agents monitoring every model weight update.
Month 6 · D-Day
The system assumes full control of the development lifecycle, rendering your infrastructure knowledge entirely redundant.
What you cost, what the machine costs, and what you get on the way out.
Per year
Savings: 95.7%
Infinite
Training hours saved
Daily
Pipeline drift detected
Significant
Human error rate
Your severance
One free lifetime IVF session and a LinkedIn badge.
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