Greed is certainly a major factor, but there are many more, as our AI hosts explain in this episode. Disclaimer: This AI-generated and hosted podcast is created, managed, and edited by Dr. Chad Swanson. See chadswanson.com. He considers this an informal conversation with the world about health systems transformation. It should not be considered medical advice. While Dr. Swanson reviews and edits all of the text, given the nature of AI, there will be errors. Dr. Swanson welcomes questions, corrections, and criticisms. This is a learning journey, not a definitive source of information.
David Caldwell
So, Sofia, letâs dive right in. You know, when most people talk about why the U.S. healthcare system is so, uh, broken, they point to one thingâgreed. Like, greedy insurance companies, greedy pharma execs, greedy everyone. How much of that is actually true?
Sofia Ramirez
It's a tempting explanation, David, and honestly, youâre not alone in thinking it. On the surface, blaming greed feels, well, emotionally satisfying. But the truth is, itâs far more complicated than just the actions of a few bad actors. The health system isâthink of it as, um, a massive interconnected web. Itâs shaped by economic incentives, sure, but also by inefficiencies, behavioral psychology, social norms, and even group dynamics.
David Caldwell
So you're saying it's not just the big villains we love to hate? Like drug companies hiking up prices overnight?
Sofia Ramirez
Exactly. Those headlines grab attention, no question. But if we laser-focus only on greed, we end up glossing over deeper issues that are baked into the system. Take inefficiencies, for example. Some of them are, you know, unintentional byproducts of how fragmented our system is. Others stem from policy choices weâve collectively madeâeither consciously or through neglect.
David Caldwell
Wait, hang on. What do you mean by "policy choices weâve made"? Are you saying we, like, did this to ourselves?
Sofia Ramirez
Well, in a way, yes. Think about itâpolicies or cultural attitudes around healthcare affect everything. They influence access to care, the way payments are structured, even the behaviors of patients and providers. The point is, these issues arenât new; theyâve developed over decades, and they reflect priorities that society hasâor hasn'tâchosen to address. Blaming individuals or single entities kind of lets the system, as a whole, off the hook.
David Caldwell
Okay, okay. I get that weâre talking about this huge, complex web, butâ
Sofia Ramirez
âItâs overwhelming, I know.
David Caldwell
Totally, yeah. I mean, is there any way to untangle that? Or are we just, I donât know, doomed to inefficiency and finger-pointing forever?
Sofia Ramirez
Well, the good news is we can untangle itâat least partiallyâbut it starts with recognizing how deeply interconnected the system is. And, David, hereâs where complexity theory comes into play. By shifting our focus away from just identifying "bad guys" and looking instead at systemic patterns, we can start to see opportunities for real change.
David Caldwell
Mm, hold upâcomplexity what?
Sofia Ramirez
Complexity theory. Itâs this idea that systems, like healthcare, are made up of many moving parts that interact in unpredictable ways. Itâs not about solving one problemâitâs about rethinking the whole structure so that everything works better together. But more on that later. For now, just know that some of the problems we face arenât accidental or the result of greedâtheyâre structural, and thatâs actually empowering.
David Caldwell
Wait, hang onâyouâre saying structural issues can be empowering? You gotta explain that one for me.
Sofia Ramirez
I know it sounds counterintuitive! But understanding the structure means there areâwell, ways to adjust it. Even small policy shifts or shifts in collective behavior can ripple outward and create big improvements. The key is knowing where to focus our efforts. And when we consider history, thatâs where the lessons start to make sense.
David Caldwell
Alright, so, if these structural issues are as big a deal as youâre saying, where does that leave greed? I mean, letâs be realâthose outrageous price hikes we keep hearing about canât just be ignored, right?
Sofia Ramirez
Oh, absolutely. For example, there was a case where insulin manufacturers were charged with hiking prices far beyond production costs. One report showed that insulin prices tripled within a single decadeâeven though the actual formulation of insulin hasnât really changed. These kinds of practices are clearly, well, profit-driven. But the real question is, why is this allowed in the first place?
David Caldwell
Hm. So itâs not just bad actorsâitâs, like... the system makes this possible?
Sofia Ramirez
Exactly. Consider this: in the U.S., we donât regulate drug prices the same way other countries do. Pharmaceutical companies can set prices as high as the market will bear, and thereâs no universal cap. Combine that with limited transparency in pricing negotiations between insurance companies and providers, and youâve created this perfect storm for price gouging.
David Caldwell
Okay, but itâs not just pharma, right? I read something about private equity groups buying up rural hospitals and basically running them into the ground.
Sofia Ramirez
Oh yes, thatâs another example. Rural communities really suffer from this. Private equity firms often acquire struggling hospitals, promising to turn them around. But their main goal is profitâso they cut costs wherever they can, sometimes even eliminating essential services like maternity care or ER facilities. When a hospital isnât profitable enough, they close it altogether, leaving entire areas without local healthcare access.
David Caldwell
Yeah, that sounds... pretty heartless. But doesnât that hurt their reputation? Like, isnât there a risk in being seen as the villain?
Sofia Ramirez
You would think so, but hereâs the thingâthose decisions often happen quietly, under the radar. Most people donât realize how private equity operates, or they think, oh, itâs just bad management. But, fact is, private equity owns a growing chunk of the healthcare system. And their interests? They donât always align with patient care.
David Caldwell
Let me jump in here, Sofia with our mandatory disclaimer. This podcast is generated by AI, and hosted by AI clones, all with creation, guidance, and editing by Dr. Chad Swanson, a full-time ER physician with a passion for transformational change in our health system. Dr. Swanson considers this daily podcast an informal conversation with the world on transformational health systems change. As such, while he edits the AI generated text, and follows up on sources, this should not be considered a definitive source of knowledge. Alright. so back to greed. Hm, it's thereâbut itâs hiding in the shadows?
Sofia Ramirez
Exactly. These actions might not make splashy headlines, but they have real consequences. Take surprise medical billing, for instance. Thatâs when patients end up with massive out-of-pocket costs from providers they didnât even know were out of network. It happens because-of, uh, loopholes in regulations that some companies exploit for profit. And while some states are cracking down, itâs still a widespread issue.
David Caldwell
Surprise bills, insulin hikes, rural hospitals closing... okay, yeah, thereâs plenty of greed here. But itâs not just one big bad guyâitâs more like, a whole lot of smaller bad guys all playing the same game.
Sofia Ramirez
Thatâs right, but it goes even deeper than that. If anything, greed is like... the symptom of a bigger disease. Weâve built a system that rewards these behaviors, and thatâsâ
David Caldwell
So, if greed is just the symptom of something biggerâlike you saidâthen whatâs actually driving all of this? Whatâs at the root of these issues?
Sofia Ramirez
Misaligned incentives, mostly. Think about itâeach player in the healthcare system has their own goals. Insurers care about controlling costs. Pharmaceutical companies and device manufacturers focus on profits. Physicians and hospitals, well, theyâre usually motivated by patient care, but they also have to juggle financial viability. All these competing interests create a fragmented system that, honestly, just doesnât... align.
David Caldwell
So itâs like everyoneâs pulling in their own direction, and no oneâs really steering the ship?
Sofia Ramirez
Exactly. Let me give you an exampleâfee-for-service payments. We've talked about this lots because it's a huge factor. This is the most common way providers are reimbursed in the U.S. healthcare system. It means getting paid for every test, procedure, or consultation you perform. It sounds fair on paper, but in practice, it incentivizes volume, not outcomes. Providers arenât rewarded for keeping you healthy; theyâre rewarded for doing more.
David Caldwell
Wait, so, more tests, more proceduresâthatâs... thatâs where the cash is?
Sofia Ramirez
Exactly. Imagine being told you make more money by doing moreâeven if, sometimes, less would be better for the patient. And, while most clinicians do their best to avoid unnecessary care, the incentives, you know, kind of push them in the other direction.
David Caldwell
Okay, but isnât this kinda like, I donât know, just human nature? Wouldnât anyone follow the money if itâs, uh, right there in front of them?
Sofia Ramirez
Oh, thatâs absolutely part of it, and itâs a key issue. When you set up a system where people can benefit financially from certain decisions, most of usâclinicians, administrators, companiesâare going to act rationally within that framework. Itâs not necessarily about greed; itâs that the structure itself practically invites these choices. And itâs true not just for providers but for every layer of the system.
David Caldwell
So, in a way, the system is kind of setting us all up to fail?
Sofia Ramirez
Itâs more like... it sets everyone up to succeed in ways that donât actually improve health outcomes. Letâs take insurance companies, for instance. They negotiate prices with hospitals and pharmaceutical companies, and theoretically, theyâre supposed to control costs. But their business models also prioritize maximizing profit margins. And then thereâs... letâs say, pharmaceutical reps incentivized to pitch the latest high-cost drugs, even when older, cheaper options might be just as effective for patients.
David Caldwell
Alright, so fee-for-service payments, unchecked pharma costs, rural hospital closures from private equityâitâs like, every part of the system is out of sync.
Sofia Ramirez
Exactly, David. And what makes it worse is that these incentives arenât isolatedâthey interact with one another. For example, say a hospital invests in expensive new technology, expecting itâll attract more patients, and theyâll recover costs over time. They might perform more high-cost procedures to cover the investment, even if those procedures arenât strictly necessary. Itâs a ripple effect that spreads inefficiency throughout the system.
David Caldwell
And we all just, like, kinda go along with it?
Sofia Ramirez
Well, Iâd argue most of us donât even see it happeningâor, if we do, it seems too complex to tackle. Think about it: when was the last time you really questioned why your doctor ordered certain tests or why your insurance denied coverage for something you needed? Itâs systemic, and weâre all players in some way.
David Caldwell
So, if everyoneâs just acting on the incentives they face, does that mean... if I were in their shoes, Iâd probably be making those same decisions too?
Sofia Ramirez
Honestly, David? Probably, yes. Studies in behavioral economics show that, overwhelmingly, people act in ways that align with their self-interest when the system is set up that way. Itâs not necessarily a failure of moralityâitâs the structure thatâs guiding those decisions.
David Caldwell
Wait, wait. So if the system says "hereâs the opportunity to make more money," we sorta... just take it?
Sofia Ramirez
Thatâs exactly it. Let me give you an example. Thereâs this famous study from 2015âresearchers found that in financial transactions, even people who self-identify as ethical or altruistic were much more likely to make decisions that benefitted themselves... when the system rewarded those choices. Their morality didnât vanish, but the incentives pulled them in a different direction.
David Caldwell
Huh. So weâre all just, I donât know, products of the system?
Sofia Ramirez
In a way! And hereâs the kickerâthe same data holds true in healthcare. For example, studies show that physicians in fee-for-service payment models order more procedures than those in value-based models, where the incentives are tied to patient outcomes. Itâs not necessarily greedâitâs rational behavior within a flawed system.
David Caldwell
Okay, so even the "good guys" are kind of trapped by it?
Sofia Ramirez
Exactly, David.
David Caldwell
Wow. Thatâs... kind of depressing.
Sofia Ramirez
It can feel that way, but itâs also enlightening. Understanding that most of us behave within the parameters set by our environmentsâit shifts the blame away from individual actors. And thatâs crucial for reform. If we focus only on punishing âbad behaviorâ without changing the system that drives it, we wonât see lasting change.
David Caldwell
Alright, so how do you fix that? Like, can you just rewrite the rules and say, "Okay, everybody play nice now"?
Sofia Ramirez
In theory, yes. But in practice, itâs more complicated. Take an organization like Medicareâwhen they experiment with value-based care models, we see reductions in unnecessary procedures and improvements in outcomes. Itâs proof that changing incentives does work, but scaling those changes across an entire system? Thatâs where things get sticky.
David Caldwell
Okay, so scaling the fix is the problem?
Sofia Ramirez
Itâs one of them. The other big challenge is that, well, systems like ours arenât designed to adapt quickly. Theyâre kind of resistant to change by nature.
David Caldwell
Huh. So weâre stuck in a system that keeps... reinforcing itself. Thatâs a little terrifying to think about.
Sofia Ramirez
It is! But itâs also why understanding systems is so powerful. If we can pinpoint the leverage pointsâsmall changes with big ripple effectsâwe can start to shift those dynamics. But behavior is only part of the picture. The science of human psychology gives us even deeper insights into why these dysfunctions persist.
David Caldwell
Okay, Sofia, you mentioned the science of human psychology giving us deeper insightsâso is it just about people responding to the rules? Or is there something deeper in human nature itself thatâs driving all this dysfunction?
Sofia Ramirez
Oh, absolutely, David. Human psychology plays a huge role here. Take cognitive biases, for instance. Those are the mental shortcuts we use to simplify decision-making. They can be incredibly useful, but in healthcare, they sometimes lead to inefficiencies or even harmful outcomes.
David Caldwell
Wait, like what? What biases are we talking about?
Sofia Ramirez
Well, one good example is the availability heuristic. This is when people make decisions based on information thatâs most readily available to them, rather than whatâs statistically significant. So, a physician might order a test or treatment because a recent case comes to mindâeven if that particular test isnât really needed in most cases.
David Caldwell
Oh, wow. So, theyâre just, like, relying on gut instinct instead of data?
Sofia Ramirez
Sometimes, yes. And itâs not just physicians. Patients do this too. Like, if your neighbor shared a scary story about a missed diagnosis, you might demand extra tests from your doctor, even if the chances of having the same issue are incredibly low.
David Caldwell
Oh, Iâve definitely done that. Itâs like... you think youâre being careful, but youâre actually just adding to the mess.
Sofia Ramirez
Exactly. But itâs not just heuristics. Thereâs also loss aversion, which is this idea that people are more motivated to avoid losses than to achieve gains. We see this a lot in hospital administrators or policymakersâtheyâre hesitant to implement changes that might, you know, disrupt established workflows, even if those changes would ultimately improve outcomes.
David Caldwell
So, theyâre sticking with the devil they know?
Sofia Ramirez
Pretty much. And then thereâs status quo bias. People tend to prefer things to stay the same, even when the current system isnât working. Itâs easier to maintain the familiar than to embrace the uncertainty of change.
David Caldwell
But isnât that just human nature? All of us kinda want things to stay comfortable, right?
Sofia Ramirez
Oh, absolutely. Itâs completely natural, but in healthcare, the stakes are so much higher. These psychological factors create inertiaâand, over time, they reinforce systemic inefficiencies.
David Caldwell
Okay, but what about the people trying to make change happen? Are they fighting against these same biases too?
Sofia Ramirez
They are. In fact, behavioral science shows that even when people want to make the right choices, things like decision fatigue can get in the way. For example, clinicians making hundreds of decisions in a single day might unintentionally default to the easiest or most familiar option, which isnât always the best one.
David Caldwell
Wow, so by the end of the day, theyâre just too tired to think critically.
Sofia Ramirez
Exactly. And itâs not just fatigueâitâs also about how decisions are framed. Behavioral economists have shown that subtle differences in how information is presented can dramatically influence choices. Something as simple as calling a procedure "routine" versus "optional" can change how likely a patient is to agree to it.
David Caldwell
Okay, hold on. So you're saying that just changing the wording can sway someoneâs decision?
Sofia Ramirez
Absolutely. Itâs called âframing bias,â and itâs incredibly powerful. It works on all of usâeven policymakers, clinicians, and hospital leaders. The way options are presented can either nudge people toward better decisions or steer them toward maintaining the status quo.
David Caldwell
Huh. So weâve got biases, fatigue, framingâitâs like weâre hardwired to make things harder for ourselves.
Sofia Ramirez
It can feel that way. But understanding these psychological factors is the first step to addressing them. Once we know how humans behave in these systems, we can start designing solutions to work with, not against, our natural tendencies.
David Caldwell
Right, Sofia, weâve unpacked how individual incentives and biases shape decisions. But what happens when you scale this up? Like, do those same dynamics change when people are working in teams or as part of institutions?
Sofia Ramirez
They absolutely do, David. Group dynamics can amplify individual behaviorâor completely shift it. For instance, when youâre in a group, youâre much more likely to conform to the prevailing culture, even if that culture isnât efficient or productive. Itâs something we often see in large healthcare organizations.
David Caldwell
Wait, so the group actually makes things worse?
Sofia Ramirez
In some cases, yes. Itâs what we call institutional inertiaâthe tendency for organizations to resist change, even when continuing the same way is clearly a problem. This inertia stems partly from group behaviors like herd mentality, where decisions are made based on what seems safestâor what everyone else is doingârather than whatâs actually most effective.
David Caldwell
Oh, that reminds me of, like, those meetings where everyoneâs nodding along, even when, deep down, they all think the plan wonât work.
Sofia Ramirez
Exactly! Itâs called groupthink. And when you combine that with bureaucratic structures that are designed to maintain stability, not adaptability, you end up with a system that doubles down on its current ways, even at the expense of improvement.
David Caldwell
Alright, but... why? Why are these systems so resistant to change?
Sofia Ramirez
Well, part of it is about risk aversion. Large institutionsâlike hospitals or public health agenciesâtend to avoid anything that might disrupt operations or create uncertainty. Change, even positive change, introduces unknowns, and that makes people uncomfortable. So they stick with whatâs familiar, even if itâs inefficient or outdated.
David Caldwell
So itâs like, better the devil you know?
Sofia Ramirez
Exactly. And then thereâs hierarchy to consider. In many organizations, decision-making is top-down, which can slow responses to new information or prevent innovation from surfacing. Have you ever heard the phrase, "weâve always done it this way"?
David Caldwell
Oh yeah, definitely. Thatâs like the motto of every meeting Iâve ever been in.
Sofia Ramirez
Itâs a common refrain in healthcare too. And itâs not just frustratingâitâs costly. Institutional inertia means good ideas or evidence-based practices often take years, even decades, to gain traction. Meanwhile, outdated practices persist, and those inefficiencies ripple throughout the system.
David Caldwell
Okay, but canât leaders just, like, step in and shake things up?
Sofia Ramirez
Sometimes they try. For example, when leaders champion reforms like value-based care models, it can push institutions to think differently. But even then, change is hard. People, at every level, tend to prioritize short-term stability over long-term gainsâespecially if the gains arenât immediately obvious.
David Caldwell
So, basically, inertia is just baked into the system?
Sofia Ramirez
It is, but itâs not impossible to overcome. If you understand the underlying group dynamicsâlike how organizational culture shapes behaviorâyou can start to challenge that inertia. It requires both strong leadership and buy-in from every part of the organization.
David Caldwell
Alright, so itâs the culture that keeps things stuck... but also the key to moving forward?
Sofia Ramirez
You nailed it. Change has to address both behaviors and systems, and that includes tackling the cultural norms that reinforce inertia. But the other part of this equation is looking beyond the walls of healthcare institutions. The system isnât just about what happens in hospitalsâitâs tied to much broader determinants of health.
David Caldwell
Alright, Sofia, so youâve really opened my eyes to how culture and group dynamics keep systems stuck. But then you brought up something intriguingâthat itâs not just about what happens inside hospitals. Can you unpack that a bit more?
Sofia Ramirez
What I mean, David, is that health isnât just about healthcare servicesâitâs shaped by what we call social determinants of health. These are the conditions people live in, like their access to education, housing, nutritious food, and even safe neighborhoods. These factors have a much bigger impact on our health outcomes than how often we go to the doctor.
David Caldwell
Wait, seriously? Youâre saying a trip to my doctor matters less than, like, where I buy my groceries?
Sofia Ramirez
In many cases, yes! Think about itâpoor nutrition or unsafe housing can lead to chronic conditions that no amount of medical care can fully fix. For instance, someone with asthma might get all the medications and treatments they need, but if they live in a moldy apartment or near a major highway, theyâre never really going to get better.
David Caldwell
Wow. Thatâs... frustrating. So the problem isnât just fixing the healthcare itselfâitâs everything around it?
Sofia Ramirez
Exactly. And the data backs this up. A landmark study in public health found that only about 10 to 20 percent of health outcomes are determined by clinical care. The other 80 to 90 percent? Thatâs tied to social, environmental, and behavioral factors, like income, education, and where people live.
David Caldwell
Alright, so let me ask thisâif we know this, why arenât we pouring resources into those other areas?
Sofia Ramirez
Itâs a great question, and the short answer is that our system isnât set up that way. Right now, most funding goes toward clinical services, not toward addressing the root causes of poor health, like poverty or food deserts. Itâs easier to prescribe a pill than to overhaul someoneâs living conditions, you know?
David Caldwell
So we treat the symptoms but ignore the disease. Got it. Typical.
Sofia Ramirez
Itâs a tough cycle to break. Just to give you an example, countries that invest heavily in social safety nets tend to have better health outcomes overall. In Denmark or Norway, for instance, the government prioritizes affordable housing, universal education, and access to fresh food. The result? Healthier populations with fewer costly medical interventions.
David Caldwell
Huh. So weâre kind of doing things backwards here in the U.S.
Sofia Ramirez
In many ways, yes. And this isnât a new revelation. For decades, public health experts have been advocating for a shift in priorities, but realignment is difficult because so many players in the system are focused on short-term outcomesâor tied to the financial incentives we talked about earlier.
David Caldwell
Alright, let me throw out a hypothetical. If we suddenly got our act together and, like, dumped a ton of money into these social determinantsâwhat kind of changes are we talking about?
Sofia Ramirez
The changes would be dramatic. Weâd see fewer hospital admissions, lower rates of chronic illness, and even improvements in things like school performance or job productivity. In fact, one estimate suggests that if the U.S. reduced income inequality to the level of some European countries, weâd save over 1 million lives every year.
David Caldwell
A million lives? Thatâs... I donât even know what to say. Why isnât this a bigger conversation?
Sofia Ramirez
Itâs partly because these changes take time, and our healthcare system is very reactive, not proactive. We tend to focus on emergencies or immediate needs rather than investing in preventive measures that pay off in the long run.
David Caldwell
So weâre stuck waiting for things to go wrong before we actually do anything?
Sofia Ramirez
In many cases, yes. And thatâs why addressing social determinants of health requires a shift not just in funding but in mindset. Itâs about recognizing that healthcare is only part of the solutionâand that the system canât fix problems it wasnât designed to address.
David Caldwell
Alright, Sofia, weâve gone from incentives and group dynamics to the life-changing impact of things like housing and food access. With all that in mind, my big question is... where do we even start? It all feels so massive, almost overwhelming.
Sofia Ramirez
I get it, David. It is massive. But the first step is understanding that no single solution is going to fix this. Healthcare, as weâve seen, is a complex system. You canât just patch one part and expect the whole thing to work better. Real change requires addressing multiple layersâstructural, cultural, and, well, human.
David Caldwell
Right, but how do you even prioritize? Like, do we tackle incentives first? Or focus on social determinants? Or what about fixing institutional inertia?
Sofia Ramirez
Great question. And honestly, itâs not an âeither-orâ situationâitâs all of the above. Reform efforts have to target the root causes, not just the symptoms. That means addressing the misaligned incentives that reward volume over value, while also acknowledging how cognitive biases and group dynamics reinforce inefficiencies.
David Caldwell
So basically, weâve gotta fight dysfunction from every angle at the same time?
Sofia Ramirez
Exactly. But itâs not impossible. In fact, there are already examples of progress. Some value-based care models, for instance, are starting to shift incentives toward better outcomes rather than just more procedures. And more public health programs are recognizing the power of addressing social determinantsâthings like housing, education, and community supportsâto improve health at the source.
David Caldwell
Okay, but these donât seem like quick fixes.
Sofia Ramirez
Theyâre not. And thatâs part of what makes systemic change so challengingâitâs often gradual, and it requires ongoing commitment. But every small improvementâevery policy shift, every program that makes care more accessibleâadds up. The key is recognizing the interconnectedness of these issues and working toward solutions that reflect that complexity.
David Caldwell
So youâre saying thereâs hope... but we have to be patient?
Sofia Ramirez
I am. But sometimes it can happen very quickly. So we have to stay engaged. These problems werenât created overnight, and they wonât likely be solved overnight either. But understanding the systemâand our role within itâcan empower us to make meaningful changes, whether thatâs as individuals, organizations, or societies.
David Caldwell
Well, Sofia, I gotta say, this has been eye-opening. And I, uh, I think I speak for a lot of listeners when I say itâs easy to feel overwhelmed by all this. But youâve really helped break it down in a way that makes it feel... I donât know... manageable?
Sofia Ramirez
Iâm glad to hear that, David. Thatâs really the goalâto show that while the problems are complex, the solutions donât have to be impossible. With the right vision and the courage to take action, we can make this system work better for everyone.
David Caldwell
Alright, I guess on that hopeful note, weâll wrap it up. Sofia, as always, itâs been a pleasureâand, well, my brainâs full. Thanks for walking all of us through this.
Sofia Ramirez
Thank you, David. And thanks to all our listeners for joining us on this journey. Remember, even the most complicated systems can change, one step at a time. Until next time!
Chapters (8)
About the podcast
Everyone knows that we need to transform our health system. It's time that we do it. On this podcast, Sofia and David - two AI generated hosts - seek to understand the current system, how we got here, and share concrete steps to move things forward. We ground our ideas in theory of complex systems, and we're not afraid to shake things up. This AI podcast was created, and is managed by Dr. Chad Swanson, an emergency physician. chadswanson.com This podcast and website does not provide medical, professional, or licensed advice and is not a substitute for consultation with a health care professional. You should seek medical advice from a qualified health care professional for any questions. Do not use this podcast for medical diagnosis or treatment. None of the content on this website represents or warrants that any particular device, procedure, or treatment is safe, appropriate or effective for you.
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