We use cookies, including third-party cookies from Google to serve personalized ads through AdSense, to operate this site and understand how it is used. By continuing to browse, you accept this use. See our Privacy Policy and Terms of Use for details, including how to opt out of personalized advertising.
Accept
SmartData CollectiveSmartData Collective
  • Analytics
    AnalyticsShow More
    Flat editorial illustration: The article connects AI and marketing analytics with managerial judgment grounded in consumer behavi
    How an Online MBA in Marketing Connects AI and Data Analytics
    11 Min Read
    What Kind of Problem-Solving Distinguishes Data Analysts From Software Engineers -- AI-generated illustration
    What Kind of Problem-Solving Distinguishes Data Analysts From Software Engineers
    7 Min Read
    chatgpt image jul 21, 2026, 04 34 30 pm
    4 Core Benefits of Predictive Maintenance after Vibration Analysis
    10 Min Read
    How Does Data Mining Boost Customer Satisfaction in Logistics? Harnessing Analytics for Results -- AI-generated illustration
    How Does Data Mining Boost Customer Satisfaction in Logistics? Harnessing Analytics for Results
    11 Min Read
    chatgpt image jul 13, 2026, 04 23 45 pm
    How Data Analytics Helps Companies Improve User Engagement
    19 Min Read
  • Big Data
  • BI
  • Exclusive
  • IT
  • Marketing
  • Software
Search
© 2008-25 SmartData Collective. All Rights Reserved.
Reading: Risk-taking
Share
Notification
Font ResizerAa
SmartData CollectiveSmartData Collective
Font ResizerAa
Search
  • About
  • Help
  • Privacy
Follow US
© 2008-23 SmartData Collective. All Rights Reserved.
SmartData Collective > Analytics > Predictive Analytics > Risk-taking
Predictive Analytics

Risk-taking

Editor SDC
Editor SDC
5 Min Read
Risk-taking
Illustration generated with FLUX.2 [klein 4B] via Cloudflare Workers AI.
SHARE

I’m reading The Poker Face of Wall Street by Aaron Brown. The first half has been very good so I’ll write some thoughts on it when I’m finished.

Off-topic, one cool thing he mentioned was that in Texas Hold’em the odds are best when you have a hand that either beats everyone or loses to everyone based on the card that shows up in the river. I immediately recognized this as another example of the alignment principle I wrote about earlier in A Game at Hell’s Gate. It’s a more practical example though.

Anyway I was thinking about what creates risk and why risk taking is so common. In my computer science class we learned that a uniform random variable can be constructed from an infinite number of coin tosses, and that any distribution can be constructed from a uniform random variable by using the target distribution’s inverse CDF. In The Poker Face, Brown claims (I cannot find verification) that Claude Shannon “built a mechanical hand that could flip coins that landed reliably heads or tails, whichever he specified.” (p.10) Combining these three things seems to imply that there is no intrinsic chance in the universe. Alternatively you could make a similar argument that a complete understanding of physics would make the future deterministic.

So then risk is a human invention. It is spawned whenever someone makes a decision based on imperfect information. Imperfect information could be the result of either something random, like the roll of a die or a deal from a shuffled deck, or a decision that had to be made hastily- like in an emergency situation.

More Read

Tipping Points
Tipping Points
How Does Predictive Analytics Work?
Spy Craft and Disease: Big Data’s Impact on the Global Stage
Predictive Analytics: The Dos and Don’ts
Big Data Analytics the Ultimate Solution for HR Woes?

The fact is is that humans cannot see deep into the future because the possibilities increase exponentially. Even a dramatically limited universe like a chess game overwhelms the best-trained brain. Similarly, mathematical proofs are such a challenge because often you cannot tell if a result will be “interesting” without seeing multiple steps into the proof, which branch exponentially with the number of steps into the future you project.

Therefore making decisions under uncertainty is inevitable. Being a risk taker is the skill of going as far down each branch of the imagined decision tree as possible, clipping off the rest, and rapidly replacing it with a probability that condenses the odds of success from then onward. Or rather it’s the willingness to act on this approximation with certainty.

Hope you had a happy/filling Thanksgiving. Thanks again Squanto

Share This Article
Facebook Pinterest LinkedIn
Share

Follow us on Facebook

Latest News

Flat editorial illustration: A technology-editorial comparison of disconnected origination, servicing, and collections records dr
The Data Reconciliation Problem Inside Disconnected Lending Systems
Big Data Exclusive Fintech
Flat editorial illustration: The article connects AI and marketing analytics with managerial judgment grounded in consumer behavi
How an Online MBA in Marketing Connects AI and Data Analytics
Analytics Artificial Intelligence Big Data Exclusive
Flat editorial illustration: The article connects commercial drone capture with integrated software workflows that organize and r
Drone Technology as a Business Investment: Calculating ROI, Costs, and Long-Term Value
Business Intelligence Marketing Software
Flat editorial illustration: The article connects weekly technician productivity and related shop metrics to timely scheduling an
Workforce Analytics for Auto Repair Shops: Reading Technician Productivity Weekly
Business Intelligence Exclusive

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

The Science of Crisis Communication
Data MiningModelingPredictive AnalyticsText Analytics

The Science of Crisis Communication

7 Min Read
Is the Purpose of Analytics Just to Turn a Buck?
AnalyticsBest PracticesBig DataCollaborative DataCulture/LeadershipExclusiveMobilityModelingPredictive AnalyticsSocial Data

Is the Purpose of Analytics Just to Turn a Buck?

4 Min Read
Connecting the Enterprise — With Analytics
AnalyticsPredictive Analytics

Connecting the Enterprise — With Analytics

5 Min Read
Book FAQ: Is the Book “Predictive Analytics” Only for Experts? No!
Book ReviewPredictive Analytics

Book FAQ: Is the Book “Predictive Analytics” Only for Experts? No!

3 Min Read

SmartData Collective is one of the largest & trusted community covering technical content about Big Data, BI, Cloud, Analytics, Artificial Intelligence, IoT & more.

ai chatbot
How AI Website Chatbots Improve Customer Support and Lead Generation
Chatbots Exclusive
From Bolts to Bots: How AI Is Fortifying the Automotive Industry
From Bolts to Bots: How AI Is Fortifying the Automotive Industry
Artificial Intelligence

Quick Link

  • About
  • Contact
  • Privacy
Follow US
© 2008-26 SmartData Collective. All Rights Reserved.
Welcome Back!

Sign in to your account

Username or Email Address
Password

Lost your password?