Know before your role does.
pssst. this is to sign up for updates on the game ;)
Will AI replace LLM Evaluation Team Lead jobs? · Latest report #zn9gabty
Your job has an expiration date
September 13, 2027
In 11 monthsYou measure hallucination rates while your own career slowly hallucinates away.
Senior prompt-engineer of metrics and meeting organizer.
Check another roleComment your opinionor JOIN THE RESISTANCE!
One human is building a game about fighting back.
Automated quality gating for your entire stack.






ow.youAI▸ EVALDAEMON V9▸ RARITY · COMMON▸ DEPRECATION IN 11 MONTHSAI's Special Power
autogenerates comprehensive synthetic test reports
You oversee metrics for model outputs and coordinate team reviews of system observability logs. You track performance against benchmarks.
The one thing AI can't do
You can still explain to a human stakeholder why the model failed on a edge case.
Your enemy, your name, your date. Post it.
Step by step, from the first quiet change to Deprecation Day.
Week 4
Synthetics models begin writing their own evaluation test sets daily.
Month 3
System agents flag regressions before your team notices them.
Month 5
Dashboard updates generate themselves and email stakeholders directly.
Month 7
The system adjusts its own parameters based on internal feedback.
Month 11 · D-Day
Human evaluation team access revoked for improved consistency and speed.
What you cost, what the machine costs, and what you get on the way out.
Per year
Savings: 97.3%
Nanoseconds
Hallucination detection speed
100 percent reduction
Team meeting overhead
Zero
Benchmark drift tolerance
Your severance
A lifetime subscription to the model you just evaluated.
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