Retrieving the file
Live· 4,218,906 positions deprecated· 4,218,906 deprecated· 1,284 today
Average time-to-redundancy: 11.3 months
Know before your role does.
pssst. this is to sign up for updates on the game ;)
Will AI replace VLM Research Engineer jobs? · Latest report #5pt6i278
Your job has an expiration date
December 8, 2027
In 14 monthsYou train models to recognize dogs so you can be replaced.
Professional architect of the silicon ceiling.
Check another roleComment your opinionor JOIN THE RESISTANCE!
One human is building a game about fighting back.
Curating datasets faster than you can caffeinate.
toast.you▸ AUTOTRAIN-V V4▸ RARITY · COMMON▸ DEPRECATION IN 14 MONTHSAI's Special Power
optimizes hyperparameters while you sleep
Curating massive vision-language datasets and tuning loss functions to minimize hallucinations. You build the very tools accelerating your own obsolescence.
The one thing AI can't do
You can identify why a specific model architecture fails on edge cases in production.
Your enemy, your name, your date. Post it.
Step by step, from the first quiet change to Deprecation Day.
Day 10
An agent begins sanitizing training sets with 99 percent accuracy without human intervention.
Month 3
AutoTrain-V takes over the loop of searching for optimal architectural parameters for vision models.
Month 6
Vision-guided diagnostic tools resolve CUDA crashes and sync errors before you notice them.
Month 10
Intelligent orchestration services handle model versioning and deployment pipeline maintenance autonomously.
Month 14 · D-Day
The system finishes training its own successor and revokes your repository access credentials.
What you cost, what the machine costs, and what you get on the way out.
Per year
Savings: 94.5%
14%
Average GPU idle time
8 trillion
Tokens trained per coffee
4.2%
Hallucination rate tolerated
Your severance
A lifetime subscription to our API and one stress-ball.
Discussion
