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The Problem Machine

The Problem Machine

著者: Brian Mattocks Alex Garaschenko
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The Problem Machine starts with real reports from the field, where business owners and operators describe the challenges they're running into day-to-day. We take those inputs and break them down to understand what's actually going on beneath the surface, separating symptoms from root causes. We then move into diagnosing the structure of the problem, troubleshooting what's driving it, and exploring how technology, systems thinking, and AI can be used to engineer different ways of approaching it. Not about quick fixes, but about working through how problems can be properly understood and systematically addressed.© 2026 Brian Mattocks, Alex Garaschenko 経済学
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  • Universities vs. AI: Can Personalized Learning Survive the Machines?
    2026/07/01

    Can universities survive the AI storm? We dive into art school panic, collapsing enrollment, and the creative tricks colleges need to outsmart the problem machine. Personalized education, parental subscriptions, and more—all with plenty of infotainment!


    Here are a few of the topics we’ll discuss on this episode of the Problem Machine Podcast.

    • AI’s rapid rise sparks fear and uncertainty for art colleges
    • Enrollment is down—YouTube and on-demand learning are huge factors
    • Universities must personalize, mentor, and adapt or risk irrelevance
    • Financial models for education may need full reinvention
    • Parents, not just students, could be key to future university success


    Resources:

    • DevNoodle
    • PodcastChef


    Connect with our hosts:

    • Alex Garashchenko - LinkedIn
    • Brian Mattocks - LinkedIn


    Quotables:

    • 00:13 - You've got students who are generally scared, they're watching NA AI generate videos, illustrations, design concepts, and seconds. And they're thinking, what am I doing here in class? Why am I even here? Why am I going into debt over this career that may not exist by the time I graduate? And then you've got the president who's called in the middle because the students, they want reassurance, but she can't pretend it isn't happening. At the same time, she has to figure out how the college itself is going to survive.
    • 03:18 - Mostly I sensed a lot of fear not knowing, especially in a position of leadership as the president of a university, not having the answer, not knowing what to do, and without knowing all the details, it seemed like potentially she's, she's just feeling very stuck and not knowing which direction to go because there's landmines in any direction that she takes. And it's a very sensitive topic.
    • 04:28 - But the reality is, for any one university succeed, somebody's gonna have to figure out the one step higher problem, which is what is the role of continuing education in a society where education's on demand? How does that work?
    • 12:19 - AI has become the ultimate generalist. It may have become the ultimate specialist at some point, but until it does, the generalist spot is minimally it's taken, right? So now we need to help individuals become the specialists that they are capable of, biologically, socially, you know, all of the things that make sense, right?
    • 29:24 - Children aren't buyers, parents are, I would start creating a program to engage parents to have their child go through this whatever selection process, whatever that might be, help them figure out how to set aside a Netflix level amount of money they could go into some sort of account that would essentially generate enough revenue over time that adds to the university conference. Such that, such that they're throwing off enough static investment capital that, you know, they don't have to charge meaningfully directly for per credit or any of that kind of stuff. So you never have to question that. You just, your kid's gonna get taken care of and they're gonna get whatever education for the rest of their life they're ever gonna need from us at 20 bucks a month, starting even pre-birth, right here you go, get on that drip as part of the conversation.
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