Know before your role does.
pssst. this is to sign up for updates on the game ;)
Will AI replace Fund Flow Quantitative Researcher jobs? · Latest report #rhcya3ha
Your job has an expiration date
December 8, 2027
In 14 monthsYour alpha decay is faster than your morning coffee consumption.
Junior Alpha-Hunter (mostly Python, entirely disillusioned)
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One human is building a game about fighting back.
Quantifying the inevitable since yesterday.







toast.youAI▸ FLOWSTATE Q-ENGINE V4.2▸ RARITY · UNCOMMON▸ DEPRECATION IN 14 MONTHSAI's Special Power
outperforms your backtest in live markets
You hunt for liquidity patterns and microstructure signals to predict fund flows. Algorithms will soon turn your proprietary alpha into a generic API feature.
The one thing AI can't do
You can still explain to the partners why the model crashed during a flash-crash.
Your enemy, your name, your date. Post it.
Step by step, from the first quiet change to Deprecation Day.
Week 2
Automated pipelines begin standardizing your messy tick data feeds for model training.
Month 3
Machine learning agents identify latent liquidity patterns faster than your manual backtesting.
Month 6
The system automatically adjusts execution parameters to minimize slippage based on real-time order books.
Month 10
A synthetic voice presents your quarterly findings to the firm with zero stuttering or bias.
Month 14 · D-Day
Your access is revoked as the system assumes full control of the firm's capital allocation.
What you cost, what the machine costs, and what you get on the way out.
Per year
Savings: 96.6%
too fast
Alpha decay rate
4,000+
Model iterations per millisecond
100%
Human error probability
Your severance
A lifetime subscription to your own failed quant model.
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