Numeracy, Probability, and Business – Embracing Randomness for Better Decisions

In this episode, host Andy Leonard sits down with Ilan Man, founder and CEO of Paradox Machines, a full-stack data and AI company based in Brooklyn. Ilan shares his fascinating journey from an actuarial career to the dynamic field of data science, exploring the rise of big data, the art of translating complex mathematics into code, and the importance of numeracy in society.

Together, they discuss the paradoxes at the heart of data and AI, the challenges of decision-making under uncertainty, and why intuition, risk management, and storytelling remain critical in a world driven by data. Whether you're a data enthusiast, decision-maker, or just curious about how numbers shape our lives, this conversation delivers valuable insights and a healthy dose of skepticism about the limits, and possibilities, of analytics.

• https://www.linkedin.com/in/ilanman/

00:00 Starting a career in data science

03:34 Discovering a career in actuarial science

08:17 Learning coding and joining Squarespace

11:40 Understanding Probability in Code

15:36 Questioning Confidence in Decision-Making

20:06 Discussing COVID vaccine effectiveness

21:09 Understanding vaccine effectiveness

24:41 Consumers interacting with unpredictable AI

29:35 Discussing disease perception and interpretation

33:01 Casino audiobook and extra details

35:41 Balancing data-driven decisions

40:07 Career journey to founding Paradox

40:49 Building a data platform with AI

46:41 Data's Role in Decision Making

47:30 Value and limits of data-driven decisions