logo
episode-header-image
Apr 2020
19m 8s

Keeping ourselves honest when we work wi...

Ben Jaffe And Katie Malone
About this episode
The abundance of data in healthcare, and the value we could capture from structuring and analyzing that data, is a huge opportunity. It also presents huge challenges. One of the biggest challenges is how, exactly, to do that structuring and analysis—data scientists working with this data have hundreds or thousands of small, and sometimes large, decisions to ... Show More
Up next
Apr 27
ReAct and Tool Usage (The Agents Season, Episode 2)
Before 2022, there was a wall between AI and the real world — models could reason impressively, but couldn't look anything up, run code, or check whether anything they said was actually true. This episode traces the moment that wall came down, through two landmark papers: ReAct, ... Show More
23m 41s
Apr 20
What's an AI Agent? And Why's That Hard to Define? (The Agents Season, Episode 1)
AI agents are having a moment — and unpacking them properly takes more than a single conversation. This episode kicks off a dedicated multi-part season exploring AI agents from every angle, building up a complete picture piece by piece rather than skimming the surface. Think of i ... Show More
19m 3s
Apr 13
Unfaithful Chain of Thought
What's actually happening when an LLM "thinks out loud"? Research on human decision-making suggests that much of the reasoning we believe drives our choices is actually post hoc rationalization — we decide first, explain later. Katie and Ben get curious about whether the same mig ... Show More
24m 32s
Recommended Episodes
May 2023
#139 How Data Scientists Can Thrive in the FMCG Industry
A lot of the times when we walk into a supermarket, we don't necessarily think about the impact data science had in getting these products on shelves. However, as you’ll learn in today's episode, it's safe to say there's a myriad of applications for data science in the FMCG indus ... Show More
42m 10s
Nov 2021
Data Quality Starts At The Source
<div class="wp-block-jetpack-markdown"><h2>Summary</h2> <p>The most important gauge of success for a data platform is the level of trust in the accuracy of the information that it provides. In order to build and maintain that trust it is necessary to invest in defining, monitori ... Show More
58m 55s
Apr 2022
#83 Empowering the Modern Data Analyst
As data volumes grow and become ever-more complex, the role of the data analyst has never been more important. At the disposal of the modern data analyst, are tools that reduce time to insight, and increase collaboration. However, as the tools of a data analyst evolve, so do the ... Show More
37m 1s
Sep 2020
Chapter 1: What is Data Science?
<p>What actually *is* data science, and what does a data scientist do? What kind of backgrounds do data scientists come from and what skills do you need to be one? In this episode we start with the basics—declaring once and for all what is data science anyway and exploring how th ... Show More
55m 8s
Dec 2021
Data Driven Hiring For Data Professionals With Alooba
<div class="wp-block-jetpack-markdown"><h2>Summary</h2> <p>Hiring data professionals is challenging for a multitude of reasons, and as with every interview process there is a potential for bias to creep in. Tim Freestone founded Alooba to provide a more stable reference point fo ... Show More
50m 3s
Jun 2020
Bringing Business Analytics To End Users With GoodData
<div class="wp-block-jetpack-markdown"><h2>Summary</h2> <p>The majority of analytics platforms are focused on use internal to an organization by business stakeholders. As the availability of data increases and overall literacy in how to interpret it and take action improves ther ... Show More
52m 24s
May 2022
How to Link Data to Business Outcomes
<p><span style="font-weight: 400;">Every business likes to claim that it is "data-driven" or at least "data-informed," but too often, that's not the way things actually work. Data is relegated to an IT function, siloed and, in some cases, boils down to simply producing more repor ... Show More
17m 32s
Jun 2021
Buying and Selling Homes Algorithmically with Opendoor’s VP of Research and Data Science, Kushal Chakrabarti
<p>For many people, the process of buying and selling a home will undoubtedly be the most difficult decisions they will make in their lifetime. Is the price you’re paying for your home fair? Is the price you’re selling your home for an adequate sale price? For a long time, realto ... Show More
32m 26s
Sep 2023
2503: LogicMonitor - Data Observability with Taggart Matthiesen
<p>Today, I dive into the complex and often nebulous world of data observability with a leading expert in the field, Taggart Matthiesen, the Chief Product Officer at LogicMonitor. With an impressive career trajectory that includes pivotal roles at Lyft, Twitter, and Salesforce, T ... Show More
22m 7s