Know before your role does.
pssst. this is to sign up for updates on the game ;)
Will AI replace CDMO Formulation Scientist jobs? · Latest report #iucbny2p
Your job has an expiration date
October 11, 2028
In 2 yearsMicrofluidics don't care about your PhD or your lab bench tenure.
Nano-scale tinkerer with a penchant for high-pressure microfluidics.
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One human is building a game about fighting back.
Perfected lipid encapsulation without the human error.







help!youAI▸ FORMU-LOGIC NANOBOTS V.4.0▸ RARITY · UNCOMMON▸ DEPRECATION IN 2 YEARSAI's Special Power
standardizes lipid particle size with sub-nanometer precision
You optimize lipid nanoparticle dispersion and transition small-batch formulations into clinical-grade manufacturing processes. Your work involves complex lipid-to-drug ratios and strict environmental controls.
The one thing AI can't do
You can still troubleshoot why the buffer solution precipitated unexpectedly at 3 a.m.
Your enemy, your name, your date. Post it.
Step by step, from the first quiet change to Deprecation Day.
Week 4
Sensors begin recording your manual mixing parameters to build the optimization training set.
Month 5
Formulation algorithms start generating your daily batch recipes directly to your equipment screens.
Month 12
Automated fluid handlers take over the tedious titration and buffer adjustment steps entirely.
Month 16
Vision systems and spectrometers replace manual sampling and particle sizing processes.
Year 2 · D-Day
The facility transitions to fully lights-out production managed by the central formulation orchestrator.
What you cost, what the machine costs, and what you get on the way out.
Per year
Savings: 95.3%
99.99%
Formulation accuracy
84%
Lipid waste reduction
0%
Human error probability
Your severance
One free lifetime supply of high-end lab gloves.
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