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David Brancaccio
how a campus in the Old west treats very new artificial intelligence I'm David Brancaccio. First crude oil remains high 113 a barrel. Now, with President Trump's deadline for Iran to reopen a key route for oil just about 13 hours away, S&P futures are down 2.10percent, Nasdaq futures down 3.10of a percent US government bonds can be seen as a haven during volatile times. Not seeing more of that at the moment, though. The 10 year interest rate steady 4.33% and activist investors making a play for the big record label that has Taylor Swift, among others, in a deal valued at around $64 billion. Here's Marketplace's Nancy Marshall Genser Investor Bill
Nancy Marshall Genser
Ackman is behind the deal. He wants his investment firm, Pershing Square Capital Management, to take over Universal music group, or UMG. Ackman says UMG's stock price has, quote, languished because of issues unrelated to the performance of its music business. Ack those problems would be solved with the transaction he's proposing. Ackman wants to merge UMG with Pershing Square Spark Holdings. The new company would be based in Nevada and listed on the New York Stock Exchange. UMG hasn't commented on the proposal yet. I'm Nancy Marshall Genser for Marketplace.
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David Brancaccio
we see what the economy looks like in numerical form with the latest revision to gross domestic product. Growth was meager last time we got this government reading. We also get personal consumption inflation that day. But in search of a more immersive view of the US economy, I took a drive along a stretch of historic Route 66, which turns 100 this year. Yesterday we visited some near ghost towns seemingly untouched by the artificial intelligence revolution. But today, a stop on 66 at a campus where AI is getting a full embrace. Students at Northern Arizona University in Flagstaff setting up a tripod with rotating gizmos that use light to make 3D maps of forests. It's called LiDAR, a tech used also on self driving cars like the Waymo robot taxi in which we started my Route 66 journey.
Keegan Line
The main technology I use is aerial LiDAR. We're using it to like look at the forest in like a 3D sense as opposed to 2D data.
David Brancaccio
Keegan Line is a second year PhD student at NAU's School of Forestry. He does this for several reasons.
Keegan Line
A big one is habitat identification.
David Brancaccio
It is also good for understanding wildfires but to tell opinion from a juniper, from a quaking aspen takes more than lidar. It takes machine learning, artificial intelligence to help humans like Keegan make sense of it all. Keegan Line, future PhD, is also a kind of shepherd for his AI flock.
Keegan Line
And you have to definitely tailor it to the problem itself. You need a lot of refinement, and you have to then look at the output and say, does this make sense? Is this something that's actually useful? And how can we use this in making decisions?
David Brancaccio
One of Keegan's faculty advisors, Andrew Sanchez Meador, has been using AI in his research since the early 90s. Before it was cool. He finds the tech indispensable.
Andrew Sanchez Meador
But the big thing to watch out for is a model that seems better, but you don't really know why it's better. And then when you apply that model in a new place or in a new scenario or give it new data, it may not perform the way you thought it was going to perform.
David Brancaccio
So you got to test it, right?
Andrew Sanchez Meador
You do. You can't trust it completely. We're not at a place where we can just unleash it.
David Brancaccio
It's not just AI in the Department of Forestry. Northern Arizona University is in the spring of what it's declared as the year of AI empowerment.
Jose Luis Cruz Rivera
When manufacturing went away and mining went away, everybody was asked to code. Oh, just get a coding certificate and that will resolve your issues. But now we're in the era of AI, where a lot of the things that we thought we needed to do and the ways we needed to prepare in to be able to have careers of consequence has totally been, you know, challenged, right?
David Brancaccio
NAU's president, Jose Luis Cruz Rivera, also teaches electrical engineering. When his own students came back bewildered when they were steered wrong by a chatgpt hallucination on a problem set, he saw a big teaching opportunity.
Jose Luis Cruz Rivera
How you inquire in a more productive way, how do you validate what you're hearing back? And how do you stay in control of the cognitive process related to the work that you're engaging?
David Brancaccio
That GPT in the campus community decided collectively that now is the time to focus on this for themselves, for the university bureaucracy and beyond, not just for
Jose Luis Cruz Rivera
our students, but how we connect with the community and how we provide the resources to make sure that the kids in the Boys and Girls Club, the teachers and the advisors in the Flagstaff High School, the people working in the city offices, have the training and the resources they need. It's ultimately, ultimately about how we ensure that the human remains central to the work, and it's a sovereign entity in the connection with the AI. It's not the other way around.
David Brancaccio
And ultimately, that AI serves humans, not the other way around, exactly. This fall, NAU launches a bachelor's degree in AI that goes beyond the technical.
Jose Luis Cruz Rivera
There will be a course on questioning AI. Let's not just talk about the practical aspects of it or how to design it or how to use it. Let's question it. Let's question the bias that's built in and how we can counter that. Let's question the environmental impacts. Let's question how the flow of capital could actually lead to a very dystopian future. Because if you are going to be an engineer working with AI and machine learning, we want you to have that worldview available to you if and when the moment arises.
David Brancaccio
Do you think your presence, the university's presence in this community, could help make the Flagstaff region an innovator, almost a hotbed of artificial intelligence?
Jose Luis Cruz Rivera
I hope that it will, at a minimum, ensure that the Flagstaff community, the Northern Arizona community, is empowered by the technology and not subjugated buy it.
David Brancaccio
They also visit another center of AI on Route 66, this one in New Mexico, where there's loads of R and D and the government is the big investor. David Braunkot, your Marketplace Morning report from APM American Public Media.
Maria Grajs
Why do we keep putting off the financial tasks we know we need to do? I'm Maria Grajs, and this week on my podcast, this Is Uncomfortable, I talk with a behavioral expert about commitment devices, the tricks we can use to force ourselves to follow through. The most extreme form of commitment advice is literally saying, you're gonna fine yourself. Like, I'm gonna have to give $50 to a politician's campaign who I hate if I haven't done this by next Friday. Listen to this Is Uncomfortable. Wherever you get your podcasts,
Episode: Could a Universal Music takeover be in the cards?
Date: April 7, 2026
Host: David Brancaccio
In this quick-paced episode, Marketplace Morning Report covers two main stories of the day:
The episode weaves together business news and a field report from historic Route 66, exploring how both finance and technology are shaping the economic landscape.
Market Context:
The Deal:
Notable Quote:
"Ackman says UMG's stock price has, quote, languished because of issues unrelated to the performance of its music business... He thinks those problems would be solved with the transaction he's proposing."
Setting the Scene:
In Practice:
On Machine Learning and Model Trust:
"The big thing to watch out for is a model that seems better, but you don't really know why it's better... it may not perform the way you thought it was going to perform."
"You can't trust it completely. We're not at a place where we can just unleash it." (06:43)
President's Perspective:
"We're in the era of AI, where a lot of the things that we thought we needed to do... have totally been, you know, challenged, right?" (06:56)
Teaching Critical AI Usage:
"How do you validate what you're hearing back? And how do you stay in control of the cognitive process related to the work that you're engaging?" (07:34)
Community Focus:
"It's ultimately about how we ensure that the human remains central to the work, and it's a sovereign entity in the connection with the AI." (07:56)
Curricular Innovation:
"Let's question the bias that's built in... the environmental impacts... how the flow of capital could actually lead to a very dystopian future..." (08:36)
Hopes for Regional Leadership:
"I hope that it will, at a minimum, ensure that the Flagstaff community, the Northern Arizona community, is empowered by the technology and not subjugated by it." (09:23)
| Timestamp | Speaker | Quote | |-----------|-------------------------------|----------------------------------------------------------------------------------------------------------------------------| | 01:47 | Nancy Marshall Genser | "Ackman says UMG's stock price has, quote, languished because of issues unrelated to the performance of its music business."| | 05:28 | Keegan Line | "The main technology I use is aerial LiDAR. We're using it to... look at the forest in like a 3D sense as opposed to 2D..."| | 06:28 | Andrew Sanchez Meador | "The big thing to watch out for is a model that seems better, but you don't really know why it's better..." | | 06:43 | Andrew Sanchez Meador | "You can't trust it completely. We're not at a place where we can just unleash it." | | 06:56 | Jose Luis Cruz Rivera | "Now we're in the era of AI, where... the ways we needed to prepare... has totally been... challenged, right?" | | 07:34 | Jose Luis Cruz Rivera | "How you inquire in a more productive way, how do you validate what you're hearing back? And how do you stay in control..."| | 07:56 | Jose Luis Cruz Rivera | "It's ultimately about how we ensure that the human remains central to the work, and it's a sovereign entity..." | | 08:36 | Jose Luis Cruz Rivera | "There will be a course on questioning AI... Let's question the bias that's built in... the environmental impacts..." | | 09:23 | Jose Luis Cruz Rivera | "I hope that it will, at a minimum, ensure that the Flagstaff community, the Northern Arizona community, is empowered..." |
This Marketplace Morning Report episode offers a snapshot of shifting economic and technological landscapes. On the business side, listeners are introduced to Bill Ackman’s ambitious play for Universal Music Group, rooted in shareholder activism and financial restructuring. In tandem, a vivid feature from Route 66 explores how a university and its community are navigating—critically and inclusively—the rapid integration of artificial intelligence. The episode highlights both opportunity and the need for careful human oversight, positioning Flagstaff and NAU as potential regional leaders in responsible AI adoption.