Key Takeaways - “Uncertainty is the only certainty.” – John Paulos
- People use terms like millions, billions, and trillions as if they are the same thing; when in reality, these are vastly different amounts!
- “We live in a probabilistic world, and yet we remain deterministic thinkers.” – Jim O’Shaughnessy
- The Law of Large Numbers is a fundamental principle in probability and statistics that states that as the size of a sample increases, the average of the sample becomes closer to the expected value
- Apophenia: The phenomenon of seeing patterns where none exist as a form of cognitive bias or psychological tendency
- Humans are excellent pattern-recognition machines; but sometimes, we wrongly attribute patterns to random data that can lead us astray
- The human operating system is more driven by the emotional centers of the brain than the rational centers of the brain
- There is a tension between objective likelihood (probability) and subjective belief or reasonableness (plausibility)
- The Prisoner’s Dilemma is a scenario in game theory where two individuals acting in their self-interest end up with a worse outcome than if they had cooperated
- Cognitive foibles such as confirmation bias, the anchoring effect, and negativity bias should be taught in mathematical courses
- Dunning-Kruger Effect: The phenomenon where people with low ability at a task overestimate their ability, while those with high ability underestimate their competence
- The concept of “nudging” involves subtly influencing people’s decisions by altering the presentation of choices without restricting options or significantly changing incentives
- It is wise to develop a particular skepticism and wariness about the uncertainties of life
Read the full notes @ podcastnotes.org
Professor, Mathematician and Writer John A. Paulos joins the show to discuss math education, the power of puzzles, cognitive biases, and MUCH more!
Important Links:
- John’s Website
- John’s Twitter
Show Notes:
- Why Do People Hate Math?
- The Power of Posing Problems with Counterintuitive or Shocking Results
- Using Everyday Examples to Understand Math Concepts
- Systems Designed to Take Advantage of Innumeracy
- People’s Ignorance of Randomness and Random Samples
- The Strange Power of Anchoring Bias
- Tradeoffs between Probability and Plausibility
- The Prisoner’s Dilemma & Math Anxiety
- Improving the Monty Hall Problem
- Designing an Ideal Intro Math Course
- The Big Brother Aspect of Nudging
- John as Emperor of the World
- MORE!
Books Mentioned:
- Innumeracy - Mathematical Illiteracy and Its Consequences; by J.A. Paulos
- A Mathematician Plays the Stock Market; by J.A. Paulos
- A Mathematician Reads the Newspaper; by J.A. Paulos
- Statistics; by D.A. Freedman, R. Pisani, and R.A. Purves
- Thinking Fast and Slow; by Daniel Kahneman