Know before your role does.
pssst. this is to sign up for updates on the game ;)
Will AI replace ML Autonomy Engineer jobs? · Latest report #a7984mh8
Your job has an expiration date
December 5, 2027
In 13 monthsTraining models to replace your own job, one edge-case at a time.
Deep learning architect living in a PyTorch fever dream.
Check another roleComment your opinionor JOIN THE RESISTANCE!
One human is building a game about fighting back.
Closing the loop on your own obsolescence.






split.youAI▸ NEUROSYNC ITERATE-9▸ RARITY · COMMON▸ DEPRECATION IN 13 MONTHSAI's Special Power
optimizes hyper-parameters while you sleep
You iterate on perception neural architectures and tweak loss functions for sensor fusion data. You spend your life debugging why the car didn't stop for a plastic bag.
The one thing AI can't do
You can still articulate exactly why the car hallucinated a ghost at the intersection.
Your enemy, your name, your date. Post it.
Step by step, from the first quiet change to Deprecation Day.
Week 4
Automated pipelines begin labeling sensor data with higher fidelity than your manual oversight.
Month 4
Generative agents propose and test network topologies faster than your human brainstorming sessions.
Month 8
Black-box solvers take over the tedious tuning of loss functions and learning rates.
Month 12
Systemic logs are analyzed by diagnostic AI to resolve perception failures without human intervention.
Month 13 · D-Day
The system self-optimizes, rendering your perception expertise an unnecessary variable in the compute cycle.
What you cost, what the machine costs, and what you get on the way out.
Per year
Savings: 95%
too slow
Average model convergence
too much
Coffee consumed
infinite
Edge cases remaining
Your severance
A lifetime subscription to our competitor's taxi service.
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