Know before your role does.
pssst. this is to sign up for updates on the game ;)
Will AI replace Pretraining Data Researcher jobs? · Latest report #yzwd6gbq
Your job has an expiration date
April 19, 2027
In 6 monthsYou curate the very text that will eventually delete your career.
Digital archaeologist digging up your own professional grave.
Check another roleComment your opinionor JOIN THE RESISTANCE!
One human is building a game about fighting back.
Automated corpus synthesis and toxic filter scrubbing.







help!youAI▸ DATASETTER 9000▸ RARITY · COMMON▸ DEPRECATION IN 6 MONTHSAI's Special Power
filters your entire search history for gold
You hunt, clean, and filter massive datasets to train large language models. Your work is essentially providing the ladder for your own replacement.
The one thing AI can't do
You can detect the subtle scent of human bias in bad training data.
Your enemy, your name, your date. Post it.
Step by step, from the first quiet change to Deprecation Day.
Week 4
Scripted crawlers replace your manual search and ingestion of raw text sources.
Week 9
Language models begin automatically labeling and removing toxic or low-quality data subsets.
Month 3
Vector-based algorithms eliminate duplicate data points without your manual auditing.
Month 4
Metadata automation replaces your manual logging of data source compliance and licensing.
Month 6 · D-Day
The system fully self-optimizes, rendering your entire research role permanently obsolete.
What you cost, what the machine costs, and what you get on the way out.
Per year
Savings: 95.3%
Infinite
Tokens Filtered
Excessive
Coffee Consumed
Increasing
Existential Dread
Your severance
A lifetime subscription to the model you helped build.
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