Know before your role does.
pssst. this is to sign up for updates on the game ;)
Will AI replace Data Curation Specialist jobs? · Latest report #4u35t2wc
Your job has an expiration date
October 17, 2027
In 12 monthsYou are just teaching your replacement how to do your job faster.
Professional ghostwriter for large language models.
Check another roleComment your opinionor JOIN THE RESISTANCE!
One human is building a game about fighting back.
Cleaning the internet one token at a time.








toast.youAI▸ DATAFILTER PRO 9000▸ RARITY · COMMON▸ DEPRECATION IN 12 MONTHSAI's Special Power
filters infinite datasets without needing a break
You spend all day labeling text and filtering AI training sets for quality. Your job is data refinement.
The one thing AI can't do
You can still spot the subtle, weird nuance in a piece of human sarcasm.
Your enemy, your name, your date. Post it.
Step by step, from the first quiet change to Deprecation Day.
Week 4
Smart scripts begin checking your labeling accuracy for basic errors.
Month 3
Models start generating their own training examples for you to review.
Month 6
The system learns to mimic your curation logic exactly.
Month 9
You only check the five percent of data the AI flags.
Month 12 · D-Day
The model no longer needs your input to decide what is valid.
What you cost, what the machine costs, and what you get on the way out.
Per year
Savings: 97.8%
2 Million
Tokens processed per hour
4 Percent
Human error rate
Too much
Coffee consumption
Your severance
A lifetime subscription to the product you trained.
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