Know before your role does.
pssst. this is to sign up for updates on the game ;)
Will AI replace Principal ML Scientist jobs? · Latest report #yjxgp4nx
Your job has an expiration date
May 23, 2028
In 1 year, 7 monthsTraining models to optimize retail margins while automating yourself out of existence.
Architecting neural nets until the architecture architect architected you.
Check another roleComment your opinionor JOIN THE RESISTANCE!
One human is building a game about fighting back.
Recursive self-optimization for the modern enterprise.









sluurp.you▸ AUTOARCHITECT 9.0▸ RARITY · UNCOMMON▸ DEPRECATION IN 1 YEAR, 7 MONTHSAI's Special Power
optimizes hyperparameters in nanoseconds
Design neural architectures for recommendation engines and predictive inventory systems. Manage massive datasets to marginally increase click-through rates and conversion probabilities.
The one thing AI can't do
You can discern why the model is hallucinating garbage despite your pristine validation metrics.
Your enemy, your name, your date. Post it.
Step by step, from the first quiet change to Deprecation Day.
Day 10
AutoArchitect ingest your raw logs and discovers features without your manual guidance.
Month 4
Hardware clusters replace your manual retraining scripts with real-time gradient descent cycles.
Month 10
The system generates its own SHAP values to explain its logic to stakeholders.
Month 15
Evolutionary algorithms redesign the network structure to beat your hand-tuned architectures.
Month 19 · D-Day
Your account is migrated to a read-only archive while the cluster self-optimizes indefinitely.
What you cost, what the machine costs, and what you get on the way out.
Per year
Savings: 95%
400ms
Average Latency Reduction
Excessive
Coffee-to-Code Ratio
Endless
Meetings about Training Sets
Your severance
A one-year subscription to GPU compute credits.
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