Assumptions Blind, Hypotheses Guide
Assumptions vs Hypotheses

Assumptions Blind, Hypotheses Guide

In the world of business, every decision counts. ?? Whether you're a founder, CEO, Head of a department or a Manager, the choices you make impact your organization's success. Today, I want to share a powerful story from World War II, that can revolutionize your decision-making process.

During World War II, the US military faced a critical decision regarding aircraft armor. They assumed that analyzing bullet hole distribution on returning planes would reveal where to place armor for improved survival rates. However, this assumption proved incorrect, as it ignored a crucial factor: missing bullet holes on the engines of examined planes were from aircraft that didn't return, signifying their destruction. Abraham Wald, a statistician, challenged this assumption by forming a hypothesis that the absence of bullet holes on engines was significant. His hypothesis indicated that armor should be placed where bullet holes were absent - specifically, on the engines. This shift from assumption to hypothesis-based thinking led to a decision that significantly improved aircraft survival rates. ??

This incident highlights the importance of prioritizing or giving more attention to #hypotheses (educated guesses or proposed explanations) over #assumptions (things taken for granted or accepted without proof) in a given context or situation. It suggests that hypotheses play a more significant role and should be considered more carefully than assumptions when making decisions or drawing conclusions.

So, how does this apply to your business journey? Here's why focusing on hypotheses rather than assumptions matters.??

1?? Minimize Risk: Blindly following assumptions can lead to costly mistakes. Formulating hypotheses and testing them reduces the risk of decisions based on flawed beliefs.

2?? Promote Critical Thinking: It encourages you to question assumptions, seek evidence, and make informed #decisions based on #data.

3?? Drive Innovation: Hypotheses foster innovation by encouraging experimentation and adaptation based on real-world feedback. This is especially crucial for #product development and #marketing strategies.

In your role as a leader, you have the power to transform your organization's decision-making. ?? Whether it's challenging assumptions about market trends, or formulating hypotheses for product development, "Assumptions Blind, Hypotheses Guide" is your compass for success.

Embrace this concept, and you'll make more informed, adaptive, and effective decisions. It's time to navigate the complexities of business with clarity and rationality. ??

Let's lead the way with data-driven decisions! ????

The detailed version of this concept in different contexts along with examples is available on punitchahar.com

#DecisionMaking #Leadership #Innovation #BusinessInsights #ProductDevelopment

Dennis Charolle

Principal Attorney at Honeywell. Specialist in Technology, Cybersecurity, Software Licensing, Cloud Services, Procurement, Vendor Management, Data Privacy & Compliance | OWASP AI Exchange Member & Contributor

8 个月

seems you quote Chris Voss here but did not give him credit

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Vaibhav Malhotra

JioAds | CarTrade X CarWale | Wipro | Accenture

1 年

Insightful ??

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Maneesh Kaushal

An avid learner! Tech Enthusiast

1 年

"DATA' is still under evalauted and matter of ignorance for many...They have paid the price too for such negligence and going by thier gut feelings and assumptions...

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