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Why MBA Decision-Making Frameworks Are Killing Your Startup

6 min readJun 23, 2025

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The 5 books that taught me to win with 30% information while traditional business leaders wait for certainty that never comes.

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Think about every business book you’ve read about decisions. They all assume you have complete information, clear options, and time to analyze. But when was the last time you made an important decision with complete information? Never. You’re always betting with incomplete data, shifting rules, and time pressure.

Here’s what I learned after four years as a professional poker player: the skill that matters isn’t optimizing when you know everything — it’s winning when you know almost nothing. Most business leaders are terrible at this because they’ve been trained to avoid being wrong rather than trained to capture opportunities.

The selection criteria (that becomes your edge)

I chose these five books because they teach the opposite of what most decision-making content teaches. Instead of “how to make perfect decisions,” they teach “how to win with imperfect information.” Each addresses a specific failure mode I see constantly in data teams and product orgs:

  • Prasad: Why our obsession with avoiding Type 1 errors (false positives) blinds us to devastating Type 2 errors (missed opportunities)

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Sven Balnojan, PhD
Sven Balnojan, PhD

Written by Sven Balnojan, PhD

Head of Product at MAIA | ex Head of Mkt | Author | AI & Data Expert | Newsletter at http://thdpth.com/