Know before your role does.
pssst. this is to sign up for updates on the game ;)
Will AI replace Dataset Curator jobs? · Latest report #cm6vqdu8
Your job has an expiration date
December 8, 2027
In 14 monthsYou spend your days polishing data for robots that don't care.
Digital janitor keeping the AI's training ground clean.
Check another roleComment your opinionor JOIN THE RESISTANCE!
One human is building a game about fighting back.
Automated scrubbing for cleaner, faster model training.






shred.you▸ CLEANSLATE AI 7.2▸ RARITY · COMMON▸ DEPRECATION IN 14 MONTHSAI's Special Power
filters corrupt data streams at light speed
You hunt down messy rows of data, remove duplicates, and normalize labels for training sets. It is digital janitorial work.
The one thing AI can't do
You have an uncanny intuition for when the source data is actually lying.
Your enemy, your name, your date. Post it.
Step by step, from the first quiet change to Deprecation Day.
Day 10
Auto-labeling tools start handling your basic taxonomy tasks.
Month 3
Scripts catch 99% of your manual row cleaning work.
Month 6
Algorithms flag anomalies that you used to spot manually.
Month 9
Data pipelines now clean themselves via self-correcting agents.
Month 14 · D-Day
Your access to the master database is permanently revoked.
What you cost, what the machine costs, and what you get on the way out.
Per year
Savings: 97.6%
4 billion
Duplicate rows identified
92%
Time spent finding nulls
4.2%
Human error rate
Your severance
A lifetime subscription to our dataset audit tool.
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