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

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.

Links
Time Stamps

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

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Tackling Data Engineering Challenges with Autonomous AI Agents

Tackling Data Engineering Challenges with Autonomous AI Agents

In this episode, Frank La Vigne sits down with Pradnesh Patil, co-founder and CEO of Altima AI, to explore how AI is revolutionizing the world of data engineering. Together, they dive into the challen...

28 Heinä 43min

Unlocking Enterprise Knowledge – AI, Document Comprehension, and the Future of RAG

Unlocking Enterprise Knowledge – AI, Document Comprehension, and the Future of RAG

In this episode, hosts Candace Gillhoolley and Frank La Vigne are joined by Neil Katz, Chief Product Officer at Valantor AI—a four-time Emmy winner whose unconventional journey spans from technology s...

20 Heinä 49min

Demystifying State in AI: Smarter Reasoning and Real-World Legal Applications

Demystifying State in AI: Smarter Reasoning and Real-World Legal Applications

In this episode, Frank sits down with Devansh Devansh, founder and head of AI at Iris, whose journey spans from building a thriving tech community of over 10,000 on Substack to developing advanced leg...

13 Heinä 45min

How Data and AI Are Revolutionizing Philanthropy for Nonprofits and Donors

How Data and AI Are Revolutionizing Philanthropy for Nonprofits and Donors

In this episode, the conversation focused on the intersection of data intelligence, artificial intelligence, and philanthropy. A key theme that emerged was the growing importance of data-driven decisi...

30 Kesä 43min

Why ‘Data-Driven Decisions’ Are a Myth

Why ‘Data-Driven Decisions’ Are a Myth

This week, we dive deep into the world of data, decision-making, and uncertainty with Dale Nesbitt, a lecturer at Stanford and principal at Arrowhead Economics. Drawing on his unique upbringing in a m...

23 Kesä 28min

Bulletproof KDE and Why Linux is Winning Over Developers

Bulletproof KDE and Why Linux is Winning Over Developers

On this episode of Data Driven, hosts Frank La Vigne and Candace Gillhoolley are joined by hardware and open source expert Michael Makowski to discuss the shifting landscape of developer workstations ...

15 Kesä 58min

Connectivity and Trust in Agentic AI -Overcoming Distributed Challenges with Band

Connectivity and Trust in Agentic AI -Overcoming Distributed Challenges with Band

In this episode of Data Driven, we're diving into the rapidly evolving world of agentic AI—where autonomous AI agents collaborate, communicate, and occasionally collide. Our guest, Vlad Luzin, co-foun...

8 Kesä 44min

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