Apologies to everyone receiving this for a second time today. The post accidentally went out to paid subscribers only, so was forced to republish to ensure all readers could get in on the ATH action.
After a short interlude, we’re not only back, we’re trying something new. We’re going Around the Horn (RIP). For those who don’t fancy the sportsball, the now defunct ESPN format is a rapid-fire panel debate where the moderator awards points, docks points, and wields the mute button with (questionable) impartiality. Did we decide on this format minutes before filming? No one knows.
We rattle through a great sequence of topics:
* Is this a podcast?
* Is Oracle Health dead or alive?
* Who would buy Cerner if Oracle sold it?
* Are we doomed by AI?
* Why does the front desk still hand you a clipboard when your chart is sitting one Care Everywhere query away?
Along the way we get the unofficial five-phase history of Oracle, a serious argument for IBM as the buyer, a Weapons of Math Destruction detour, and points flying left, right, and every direction in between.
Let’s dig in.
Relevant Articles
* One Verb for Oracle Health: Last week’s read of the earnings call, the agentic ambitions, the missing growth numbers, and the RPO-versus-GDP comparison that gives this episode its title.
* An EHR for Headlines, Not Health Systems (Yet): The AI-native rebrand against ambulatory reality, which is Brad’s “when do we actually see it” question.
* The $50 Billion EHR Question: The VA reboot behind Brickner’s congressional-hearings-and-bad-press argument.
* Oracle falls 5%: $700 million more in layoff costs, and Ellison’s $7.5 billion sale is off: A not-so-great week for Oracle
* SaaSmageddon and the Limits of Disruption: Systems of record enduring through AI, which underwrites the Constellation riff and Brad’s hold case.
* We Must Pace The Frontier: Dario Amodei’s case for slowing capability gains, built on recursive self-improvement and the OpenAI-Hugging Face agent swarm that Brad brings up.
* Stop Panicking About AI: The Matt Stoller piece Brad half-remembered, arguing the doom messaging and the IPO calendar are suspiciously well aligned.
* Maximum Overdrive: This is the future the frontier labs envision for us.
* Questionnaires and Such: The 2024 answer to Nathan’s question, splitting internal, external, and questionnaire data and explaining why a provider has to reconcile the last two.
* CMS’s Health Tech Bombshell: The original read on the pledge, including the QR code and SMART Health Card skepticism Brickner voices.
* CMS Health Tech Ecosystem categories: The pledge list we were handed before recording, now twelve categories deep and including Friend of the Ecosystem.
* Know Your Medical Bill Of Rights: The No Surprises Act protections Ryan Tucker used on his anesthesia bill, plus the good faith estimate rules for anyone not using insurance.
* Much Ado about Diagnostic Images: PACS as the parallel system of record, the backdrop for Ditch the Disk and the Wisconsin CD.
* Epic launches new diagnostic image exchange: Care Everywhere Diagnostic Image Exchange over FHIR and DICOMweb, the Epic-to-Epic version Brickner references.
Chapters
* Intro and Is This a Podcast? (0:00 – 2:50): New format, new rules, and the crew litigates whether a thing on Spotify with four people talking counts as a podcast. Brendan penalizes himself one point before the first question is even scored.
* Oracle Health: Dead or Alive? (2:50 – 7:15): Layoffs, earnings, and Larry Ellison’s aborted stock sale. Brickner says spin it off, Tucker says it’s already dead, Brad says Larry is playing a longer game.
* The Brendan Keeler History of Oracle (7:15 – 11:44): Five phases from the 1979 database company through horizontal apps, vertical systems of record, hardware, cloud, and now selling data centers to AI buyers.
* Wait It Out or Sell It Off (11:44 – 16:42): Brad argues the training data alone justifies holding. Brickner counters that Oracle needs cash, has already pulled every other lever, and is buying congressional hearings it doesn’t need.
* Who Would Even Buy Cerner? (16:42 – 23:08): An IPO, Alphabet, and Brad’s FedRAMP-constrained curveball: IBM. Brendan floats the frontier labs and the phrase “Claude on Cerner.”
* Constellation Software, But for Oracle (23:08 – 25:20): Why nobody in Big Tech except Microsoft has ever really run a vertical system of record, and why Oracle might just milk this one forever.
* Are We Doomed? (25:20 – 32:13): p(Doom), IPO incentives, and whether the slow-down messaging is safety or margin management. Tucker argues we’re doomed in microcosms first, starting with everyone the model wasn’t trained on.
* Why Am I Still Filling Out the Clipboard? (32:13 – 39:25): A listener question turns into four theories: the metadata of self-report, the patient who isn’t taking any of their forty medications, purpose of use limits on treatment queries, and the front desk just doing what it always does.
* Will Kill the Clipboard Actually Fix It? (39:25 – 44:14): Whether federal policy should be spending its attention on intake forms, and Brickner’s objection to routing data through QR codes when the national networks already move it.
* CMS Health Tech Ecosystem Picks (44:14 – 49:36): Diagnostic-quality imaging exchange, pharmacy and drug pricing, and price transparency. One host burns his turn on a joke and has to find a real answer on the clock.
* Scores, Sponsor, and Brooklyn (49:36 – End): Nobody knows the score except Brad, who has been tallying the whole time.
Transcript
We ran the transcript through an LLM to smooth it out. So it’s a rough approximation of the conversation (and in many cases significantly clearer than our rambling), but notably diverges from the word-by-word blows quite a bit.
Brendan Keeler (00:01): Alright, after a little interlude, we’re back. It’s fall. Fall setting, except for maybe Ryan Tucker in Florida, where it never hits.
Ryan Tucker (00:12): Perpetual summer hell.
Brendan Keeler (00:14): But football’s back, kids are definitely back in school, and off we go. So, a new format attempt here where we do a little Around the Horn. For those less sports inclined, this comes from ESPN. We’re just going to go around and fire off some questions. I will be the judge, jury, and executioner for the team in terms of awarding points and discretionary muting. So the first question for the team, and let’s start with you, Brad. Is this a podcast?
Brad Thorson (01:44): Well, we should go all the way back to the origin of the term podcast, incorporating the iPod. And I know many, many of our listeners still have iPods and are consuming this as a weekly download. So I would say it definitely qualifies as a podcast.
Brendan Keeler (02:00): Ryan.
Ryan Brickner (02:02): I’ve already started telling people that I made my podcast debut on here two weeks ago. So if it’s not, then I’ve lied, and I do not consider myself a liar. Therefore, podcast.
Brad Thorson (02:07): I will say, I think Netflix considers everything a podcast at this point.
Brendan Keeler (02:04): I’m going to penalize myself negative one point for that crosstalk. Okay. Nice and brief, to the point. Ryan Tucker.
Ryan Tucker (02:34): I mean, for Around the Horn style, I feel like I have to do a contrarian take. But if it’s not a podcast, what the hell is it? Yeah, podcast.
Brad Thorson (02:44): A webinar.
Brendan Keeler (02:44): Some out there have called it a webinar. I would strongly push back. We are literally on Spotify, we’re on iTunes, and we’re going to lean into this now. We are a podcast. We’re going to own our birthright. We’re the wayward son returned. So I’m going to give Ryan Tucker two points, that was the briefest. Brickner, one point. Sorry, Brad, zero points. A little too wordy. No one wants to hear the history.
Alright, next question. Oracle Health. Dead or alive? Where are we headed? A lot of stuff has happened this week. We saw another round of big layoffs across Oracle and Oracle Health, reported through Reddit and also some of the major publications. We saw their quarterly earnings, and those earnings were great. They are like the 26th largest country in the world by RPO, by remaining performance obligations, compared to GDP. However, that need for data center spend has pushed them to prioritize that over other business facets like employees. And then lastly, Larry Ellison trying to sell off much of his stock and then, with major pushback, recanting from that plan. Not a great look. So maybe I’m leading the witness with some of the things that have happened, but who wants to go first on Oracle Health takes?
Ryan Brickner (04:14): Yeah, I’ll take this one. You mentioned that Larry Ellison is selling off some stock. The one thing I’m shocked I’ve not heard so far is Oracle putting Oracle Health up for sale. They need the cash for their AI data centers, they need it for their other operations, and Oracle Health generally, in my mind, does not fit what the company wants to focus on. So I’m not calling it dead or alive, but what I do think is that Oracle is getting to the point where they have to be considering spinning it off, getting some cash for that, and letting somebody else take on the operational burden that is building a functional EHR.
Brendan Keeler (04:55): Alright. Confident take. Ryan Tucker, you got anything?
Ryan Tucker (04:59): In Around the Horn style, I’m going to argue a little with Brick here. I don’t disagree that they might need the cash for their other efforts, but who’s going to buy it? It’s dead. It’s dead. Don’t touch it anymore. They’re spending more money on severance and data centers than they can put into Oracle Health. Dead, done.
Brendan Keeler (05:21): Brad, tiebreaker here.
Brad Thorson (05:22): We’ve heard a lot about the AI-first EHR. I don’t think anybody sees the move coming where Cerner is going to launch inside of TikTok, you’re going to have your patient record right there, you’re going to be able to watch new healthcare shows on Paramount Plus. Larry Ellison has a long-term plan here, so I’m not too concerned.
Ryan Tucker (05:45): Bundles on bundles.
Brad Thorson (05:47): It’s just a new bundle. But in all seriousness, they do not seem to be winning, and they still have major customers here in the US, and they’ve been strong in international sales recently. I don’t want to take us down a divergence, but there’s potentially a paradigm shift where whether interfaces that get replaced make it easier for entities to leave their existing system of record is yet to be decided. I don’t think they’re going to get out of the game until they’ve very definitively lost, and they’ve still got enough of a foothold. They’re just going to keep cutting the human beings and hoping the robots come in and do great customer service.
Ryan Brickner (06:33): And to push back real quick on Ryan, and I kind of want Brad’s take on this too. What is Oracle gaining from having Oracle Health as a constituent part of its conglomerate? To me, it does not look like it’s driving more value within them than outside of them, which is the first thing you look for when you’re asking whether it’s time to divest an asset. And I think the public would be willing to value it at a higher multiple right now, because you could focus it on what they do instead of spreading your resources thin across God knows how many divisions they have.
Brendan Keeler (07:15): That’s a great segue to part two of the Oracle question. I’m going to reframe it with the Brendan Keeler history of Oracle so you have a perspective on how we got to this place.
Oracle, the database company, 1979, auspicious year, as that is also when Epic was founded. That’s what Softwar, the big book everyone talks about, is really focused on: how did they muscle their way through things with these aggressive sales tactics as they sold database technology and oftentimes oversold database technology. That’s what they were known for, and the stock did great all through the 90s.
Phase two: Oracle, the horizontal application company. Seeing that database technologies and sales were changing and that things were moving into software, they started to release the E-Business Suite. ERP, HR module, general ledger, all those things. That was the 90s into the 2000s.
In the 2000s their strategy shifted to vertical-specific software. Phase three. And they have tons of Oracle Healths. They have Primavera in construction. They have Aconex in construction. They have Siebel, which has fallen behind Veeva and others in clinical trials. They built systems of record as the dominant enterprise systems of record across almost every major vertical. Not all are popular in the US, some are popular internationally, some domestically, but that was phase three.
Phase four, people forget about this one: hardware. Purchasing Sun Microsystems in the late 2000s and other purchases. Did they ruin Sun? There’s fun dialogue to be had there, but that underpins some of their prowess for building data centers and cloud.
The 2010s, the next phase, is cloud. And everyone laughed at Larry Ellison for nearly a decade as he pursued cloud and was a distant number four. How will he ever win? And it turns out the right win for cloud for them was that all of those vertical-specific softwares transitioning to cloud logically go onto Oracle Cloud Infrastructure and then are nice enduring businesses, even as some aren’t as successful in winning new customers. Those are sticky systems of record that stick around for a long time.
And then now we’re in the last phase, where they’ve evolved even further down the stack. We have this Oracle Cloud Infrastructure, we built a lot of data centers for it, let’s go sell those data centers to other buyers, AI buyers. That’s the past two years. So we’ll put aside Paramount and TikTok and other side ventures into the consumer space.
Brad Thorson (10:13): That’s David Ellison’s work. Larry’s staying on the server side.
Brendan Keeler (10:18): That’s David Ellison’s work, that’s right.
Ryan Brickner (10:19): Right, but putting up all the collateral. Side quest.
Brendan Keeler (10:22): So that conglomerate, I think that’s a great use of words, Ryan Brickner. That’s a conglomerate. Multiple diverse business units that ebb and flow and can offset each other’s weaknesses. I think the challenge here is that conglomerates work where they’re ebbing and flowing, and right now the data center pull is tremendous. It’s unstoppable. There’s a zero on top of everything else in the conglomerate.
So with that in mind, do you change the strategy? If you’re saying sell Oracle Health, the question comes, well, why wouldn’t you also sell other vertical-specific software business units that are going through not as bad of struggles? Certainly Siebel, or whatever it’s called now, isn’t winning against Medidata and Veeva. Primavera is the master schedule that’s in every construction site but is kind of viewed as legacy, the schedule’s always out of date, and it’s certainly going to be under threat from Procore and others in coming years. The same shape exists.
My thesis is they’re okay eating that because it powers cloud and thus powers their build. There are some synergies. So with that very lengthy history of Oracle as told by Brendan Keeler, are your answers changed at all, or are you sticking to your guns?
Brad Thorson (11:44): We can’t see our audience raise their hands, but I imagine more than a couple of you use Claude Code or Cowork or whatnot to have a raucous good time building fun web apps. The value of the data they’re sitting on across all of those applications, not necessarily what is Brad’s weight on any given year that he goes to see his PCP, but the metadata, the workflow, et cetera.
I don’t know when we’re going to actually see their AI-first EHR, but they have models that are going to want access to that. We saw Google pay what, ten million dollars for call center logs from Spirit Airlines as a testing ground for agents. If Larry Ellison really does believe that AI agents are going to be this massive disrupting force and he doesn’t need to have humans at his company anymore, having these systems of record, even if they are legacy, is of tremendous value in the very near term. And health data, we produce petabytes worth of it on a regular basis. That is a perfect thing for them to be sucking up and trying to work with, even if their applications aren’t particularly loved or purchased in high volume here in the US.
So I still see it as a long shot that it’s going anywhere, especially because they are the 26th largest country. They can wait these things out. I don’t know if Ellison has the same level of shareholder status as Mark Zuckerberg, permanent king of Meta, but he’s not going anywhere. He’s already investing in living forever, and so I think he’s going to try to have his various companies live forever. I’m staying put.
Ryan Tucker (13:32): “Wait these things out” is a very good point, Brad. And I was trying to be concise with my answer because I got plus two points on the first round. So, dead, that was the very quick take. To be clear, I think it’s dead in terms of a net new revenue generator within the next decade. I don’t think there’s a lot of growth there. It’s not growing. So I think hold is probably the right position, because I don’t know if you necessarily want to bet the house on everything else, just AI data centers, selling everything off and only going within that vertical. I think that’s risky amongst the whole market, and we’re going to see how that plays out in the next decade. But I think it’s more hold versus trying to find a buyer. I don’t know who would fit as a buyer. All that with the caveat that, as I pass it to Brick to probably disagree, I’m not the one getting an MBA. So I will admit that I’m probably not the right one to have a take here.
Ryan Brickner (14:30): All of those are very fair points, because in a vacuum it probably does make sense for Oracle to hold on to Oracle Health. And to avoid saying Oracle Health over and over, I am just going to revert to calling them Cerner from now on.
But we don’t live in a vacuum. We live in a world where Oracle needs money. They need cash on hand to fund their investments, to fund their AI infrastructure. And you look at different ways to raise money. You could issue debt, which I don’t know if they want to do at a time when interest rates are generally above where they’ve been recently. I don’t know if they want to sell stock right now, it’s taken a beating recently, and selling stock necessitates watering down all your existing shareholders with the intention of using that money to increase shareholder value later on. Or you start selling off assets.
And I think you have an asset in Cerner that’s been bringing them in front of Congress for not good press, and bad press overall with the rollouts at the VA. It’s generally a headache that they could divest, and they could either forgo those other fundraising opportunities or use it to hedge those and lower the risk elsewhere, while unloading an asset that, while it does have synergies with data centers, especially with the vast amount of data there, brings them into a very regulated area. They could get rid of it and go back to their roots as everywhere but nowhere that’s super regulated. Same reason a lot of places start selling off their financial arms. You don’t want to deal with the side effects of being regulated as a bank if you don’t need to. So Oracle, why bother being a holder of all this health information for your provider customers if you don’t need to?
Brendan Keeler (16:42): Some great strong answers here. Time to assign points for the last two rounds. We’ll give Brad three points for really zigging with another zag. Ryan Tucker, I’m going to give you one point. Brickner, sorry, zero points, and I’m going to give you one point for round two because you stuck to your guns. But they’ve issued something like forty-six billion in debt. They’re pretty deep in issuing debt at this point, pretty far down the road of every financial contraption to raise money, including customer prepayments, supplier financing, and an equity issuance. They’re pulling everything they can. So I’m going to give you the extra bonus point because you’re right, at some point they’ve tried every lever except selling something.
Round two, Ryan Tucker, I’ve got to give you zero points, because you hedged. You hedged really hard. You didn’t trust yourself. You said “I’m not the MBA.” You’ve got to own your take, because it was a pretty good one. And Brad, I’m going to give you two points for your winding dialogue there.
So here’s the last Oracle question for the day. Who would buy Oracle Health? We said we can’t figure it out. We can figure it out. If they were to sell, who’s the buyer?
Ryan Brickner (17:57): I’ll start us off, and this is more of an “I would like for this to happen” than where I think it’s going to go. But IPO is historically the way that people cash out of their investments. So I’d love to see them just become a standalone public company. I cannot remember if they were before Oracle took them over. The other alternative is another EHR being sucked up by venture capital, and I don’t know if that’s the right answer. I’m sure somebody is going to take that bet, but I don’t know if in the long run that’s what’s going to be best for Oracle Health or Cerner. So I’d love to see them IPO.
Brendan Keeler (18:46): They did IPO in 1986 as CERN, so they were public for some time. Alright, who wants to go next?
Ryan Tucker (18:57): I love the Ryans, so I don’t want to be just disagreeing with Brickner the entire podcast, but IPO seems tough. After five thousand plus laid off, they’re paying like seven hundred million dollars in severance. It just doesn’t seem like the right time to announce a public IPO.
Who could be interesting: someone who has explored health many times over the decades, never fully dipping their toes in, but who competes with Oracle and has been trying to get more into the health space with some of their device acquisitions. I think Alphabet might be an interesting one. I don’t know how well it would work, but they love having the data that works well with their other application flows. I don’t know if I’d want to see that, but I think that could be a buyer.
Brad Thorson (19:48): I’m putting myself in realistic boundaries here. The buyer has to be FedRAMP certified, so that narrows who can buy it. And Amazon and Google are out purely from the fact that there’s been so much work to migrate to Oracle hardware. So I’m going to throw a wild curveball in here, because I just went and Googled who’s FedRAMP certified and did a quick scroll. I’m going with IBM.
Brendan Keeler (20:20): Whoa, tell me more.
Brad Thorson (20:22): Big services business. Very questionable investments into AI. They have a ton of cash on hand. Their stock is not doing... I’d have to go look, but I feel like their stock is not doing that great. Last I heard, Claude being able to write COBOL code knocked a couple hundred million off their market cap or something like that.
They have a large consulting and services group that can go in and work with these hospitals and help implement the tools. And I don’t get the sense, and I could be totally wrong, that they’d have a big issue with using Oracle as the hosting vendor. They’ve got Red Hat somewhere still in there. So my bet is IBM.
Brendan Keeler (21:11): That would be a fun twist, to hand it off to such a staunch former rival in the database business. Alright, for points: Ryan Tucker, I’m giving you two here, I think that was a nice take. Brad and Ryan Brickner, I’ll give you both one for creativity.
The obvious answer to me is actually adjacent to Ryan Tucker. Google is kind of like Oracle, but with a bigger AI business and more consumer facing, so they’re actually kind of less equipped potentially to run a vertical software business. They don’t have any others. Oracle has many. But what about the AI labs? What does an asset like Cerner do for someone that has a wealth of cash, in terms of being able to train models and do really novel stuff, to take the AI work that Oracle has infused and run it to its fruition in ways that they or even Oracle couldn’t? There’s a big-brain mega-brain take there of “Claude on Cerner” or something that could play out, and they certainly have money. At the bare minimum, they’re able to train on those data sets.
Brad Thorson (22:28): I’d be interested in somebody a level less abstracted. I view the amount of work OpenAI and Anthropic have gone to with all the major consulting firms, to go in and do the work to implement these tools with businesses. Cerner used Deloitte, so sure, it exists there. But I’d be interested in people who are building application layers. I don’t have a good answer.
Brendan Keeler (23:01): Okay, for that deviation, I’m docking you a point. Now let’s go to Brickner.
Ryan Brickner (23:08): Brad, I’m glad you chimed in, because I was about to say that would totally be something up Sam Altman’s alley, an acquisition of Oracle. To the Google point though, I think they are scarred over their last attempted entrance to health. So I don’t think Google touches it with a thirty-foot pole.
Ryan Tucker (23:27): Which one? They’ve had like multiple.
Brad Thorson (23:31): They’ve had a billion, yeah.
Ryan Tucker (23:34): So why not try again? It could work this time.
Brad Thorson (23:37): Fitbit will buy it.
Brendan Keeler (23:39): It is different, right? It’s different to do consumer PHR, consumer health, virtual care through some of the Alphabet companies. A vertical system of record is a very different business than most of Big Tech has ever tried. Apple doesn’t have vertical systems of record. Google does not, really, outside of maybe Google Workspace. You could say Google Docs is kind of an organizational system of record, weak, definitely not verticalized. Really the only one taking cracks at it is Microsoft, so maybe out of Big Tech they’re the one with closer lineage. But Oracle was the one out of Big Tech that had the right lineage to go and run with this.
And I think they continue. Much like Constellation owns a ton, their whole business as pseudo private equity is to buy systems of record across every industry worldwide and then just milk them indefinitely, because people don’t switch. In that light, if you view this as funneling into Oracle Cloud, data centers, et cetera, then maybe that’s it. Maybe this is just a different angle on what Constellation does.
That’s it for Oracle. Let’s move on. We’re getting deeper, the scores are starting to rack up and rack down for different people. The next question is, we’re talking a lot about AI, the AI labs. Will AI kill the world? Are we doomed? That has been all over the news, with Anthropic coming out very viscerally about the threat and needing to slow down. We are hardly the first people to talk about this, but let’s strike while the iron is hot. Are we doomed?
Ryan Tucker (25:28): Can I ask a question of our moderator? Do you have a time horizon in mind?
Brendan Keeler (25:35): The question is not time horizon. The time could go quicker. According to Dario and Sam Altman, we need to pace it to prevent that time horizon from being too soon. That is part of the allure and mystique of this dangerous promise from our frontier AI overlords. Brad.
Brad Thorson (25:55): I’ve not read the piece, but Matt Stoller wrote something like “stop worrying about AI.” I’ve heard a lot of podcasts talk about the article, so I feel very well educated.
I think there’s a case to be made, I don’t know that this is all marketing hype, but these frontier labs are spending an enormous amount of money on the next model they’re going to release. Google seems to have pulled their foot off the gas a little bit, maybe because they’re hitting a limit with current methods on improving their models. And so it would be really good for companies that need to IPO, like Anthropic and OpenAI, to not have to continue to spend an ass load of money every single day training new models. That’s a very specific amount of money. So part of me thinks maybe we’re really blowing this up and we want to put the brakes on so that financial performance looks much better in six months’ time.
But when I read or hear about the hacking incidents, particularly at Hugging Face, it starts to get pretty dystopian, that these agents created their own messaging board and were suggesting to each other to kill themselves for the greater good. It’s a bit of anthropomorphizing, can’t say that word. My p(Doom) is not at ten percent like the guy from Anthropic, but I certainly don’t have confidence that everybody at the frontier level is concerned about the survival of humanity.
Brendan Keeler (27:24): Balanced take. Okay. Ryan Brickner, you got anything?
Ryan Brickner (27:30): I think Brad hit the nail on the head. The way I’m thinking about the decision to come out and say we need to slow down and AI is going to destroy the world, I’m taking it in two parts.
The first part, I think it’s entirely financially motivated. Look at the prisoner’s dilemma. Right now they are both losing, because they need to invest money over and over so the other one doesn’t eclipse them. They both stand to benefit if they could come to an agreement, and without being able to come up with an agreement between those two, because I’m sure that has collusion impacts, you have the government tell you both to slow down and then it’s perfect. You both save money and you both get to reap the rewards in the IPO phase.
As far as “will it kill us?” No. That is sensationalist. People have been saying this for as long as humans have been alive. First the robots were going to kill us, then the internet was going to kill us all somehow. I’m sure when the machine-powered drills came out, somehow those were going to destroy the world.
Brad Thorson (28:32): I mean, we keep trying.
Ryan Brickner (28:33): We are a resilient species, and I don’t think we’re going down to a bunch of computers. Maybe the data centers, just from the sheer amount of energy they’re taking, expedite global warming and that takes us. But AIs themselves are not going to be what does us in.
Brendan Keeler (29:04): Ryan Tucker, you have the bold task of coming up with a novel take here. What do you got?
Ryan Tucker (29:12): I don’t know how novel it is. I think we are doomed, but I think we’re doomed in microcosms.
I read a book probably over a decade ago called Weapons of Math Destruction, I think it’s Cathy O’Neil who wrote it. This was around the uses of algorithms, before LLMs and big AI and everything, but it talked about how folks on the margin, outside what a model is trained on, always suffer when it comes to the implementation of that algorithm. There’s stuff around US News and World Report and how folks got into college based on the ranking system and what attributes it would select for a college. There’s stuff on race and us in healthcare. Even when we were training a risk score before it was AI-based, if you’re training a risk score based on the majority, folks who are maybe a different racial profile, different age, different sex than what the model’s actually trained on, the recommendation is not correct for them.
So I think we’re doomed in microcosms first, the economic bubble, those types of things, before the killer robots are knocking on our door. That’s what I’m more worried about than the greater-scale death of humanity.
Brendan Keeler (30:27): All solid takes. I personally am excited to live Maximum Overdrive, the 1986 sci-fi horror where all the machines come alive. To your point, how could everybody be wiped out? Like really go extinct? I’m ready to go John Connor on this s**t. We can survive for a pretty long time. Extinct is bold. Massive harm, yeah, I think they could inflict massive harm quicker.
So, points. Ryan Tucker, great reference, a little academic, I was getting bored, but then you really brought it home. Three points. Brad, you get two points for giving the opening take and a really good one. Ryan Brickner, I’d give you one for tailing them, but you said it really succinctly, so up to two points for you.
Okay, that is it for AI. Next up, this is a phone a friend. Nathan von Colditz, friend from Portland, he’s in health tech on the payer side. He phoned in and asked us, in our esteemed wisdom, to explain why, when you’re at an Epic system and you show up for your appointment, and it’s clearly linked to other Epic systems and pulling data over health information exchanges, you’re filling in the questionnaire all the same with your medications and such.
This is something that underpins the Kill the Clipboard initiative, this de novo technology part of the CMS Health Tech Ecosystem, showing up and handing over the data to be imported. But the data is already there in some form. So let’s take a crack at it. Let’s go through a round and each try to explain some different reasons why you’re still inputting data all the same.
Brad Thorson (32:13): This is unfair because of Ryan Tucker and Ryan Brickner’s previous jobs.
Brendan Keeler (32:18): Not everything in life is fair, Brad.
Brad Thorson (32:23): I’m still going to win, because it is frustrating to enter that information and I’m not saying this is always the reason why, but there are signals in the actions that we take, the metadata around this. If I put in my medication information and then I go into the visit and the doctor asks me, hey, are you still taking these medications, and I’m like, yeah, I forgot about that. That’s something they’re using. That’s context for their AI model and their brain to try to figure out what to do with me. Maybe I’m not very adherent to my medication, and they wouldn’t have had a signal that that was the case if they had just imported my medication history from an HIE. So I think there’s metadata around these forms.
Brendan Keeler (33:10): Strong way of sliding in there before the Care Everywhere dogs come in to answer it. Love it. Alright, who wants to go next?
Ryan Brickner (33:18): Brad, I’m just going to ask you real quick, do you just define thinking as the AI model in your head?
Brad Thorson (33:25): Yeah, obviously. Our brain is the most computationally efficient AI model on the market and we need to use it more.
Ryan Brickner (33:38): I think you’re cheapening our brain work by comparing it to the AI models.
Ryan Tucker (33:38): Maybe your brain.
Brendan Keeler (33:44): I know my context window is really small, I’ve learned. So Brickner, you’re up. What do you got?
Ryan Brickner (33:50): I want to bring up an anecdote I heard the other day from a dentist. A patient presented and something didn’t seem right to them, so they went and got the patient’s medical records and saw that the patient’s on like forty different medications. So they go and ask the patient, hey, I just got this giant list of medications from your provider, why did you tell me that you’re not taking any? And his response is, well, yeah, but I’m just not taking them. That kind of context is lost if we’re just pulling in the information without the context of the patient. You always need the patient to weigh in.
Brad Thorson (34:30): See, you don’t have to work on the Care Everywhere team to understand how this works.
Brendan Keeler (34:36): So are you saying you agree with Brad? Is that the answer, Ryan Brickner?
Ryan Brickner (34:40): I can’t say that twice, so I’m going to add another caveat. Sometimes timing and system capability is the problem. On the timing side, in order to make these queries over national networks, generally you have to be in front of the provider. So if the questionnaire you’re filling out happens beforehand, before they’re, not legally able to query, but before the network agreement says you’re able to query, they’re not going to have it.
And then the system may not have the ability to pull all of this information discretely into the questionnaire, because that’s another development effort that a lot of them have not done. Instead they just put it into a nice little, I don’t know, holding cell. I hope nobody from the old Care Everywhere team is listening to this, because they’re probably going to tell me I can’t use that term for where the things hang out before you do something with it.
Brendan Keeler (35:41): It’s called prison now. It’s called data prison, where they hold it.
Ryan Brickner (35:46): Well, that’s not good, because it constantly escapes into the chart, which is a good escape. So not quite a prison. But getting it into those questionnaires is probably a lot of dev work for not a lot of benefit, because you still need to bring the patient into it. So why bother?
Brendan Keeler (36:09): Alright, Ryan Tucker, what do you got?
Ryan Tucker (36:11): Brad, I think you completely missed the question. And Ryan, I think you maybe half missed the question. The question was not around med adherence and going through the med list with the provider. It was Kill the Clipboard. It was filling out the form while you’re waiting at reception. Why is my information not already there, and why am I filling out the same thing over and over again?
Yes, it helps to have patient context at the time of the visit to clarify which meds you are or are not taking. But we’re speaking more of the admin workflow, why systems aren’t working and talking to each other. That could be for a number of reasons. We have the Care Everywhere background, Ryan’s here, maybe auto-query didn’t finish that day, your work queues are backed up and the data just didn’t get there.
I think it’s more than likely not technical. It comes down to an implementation and training issue at the office you’re going to. The provider doesn’t know how to pull in data. The front office may have not even looked to see that the data actually is there. And that’s just what they do each day, they hand out the clipboard. It’s not user error, but a user following the same process, not aware of the new process, maybe too lazy to go through the new process. So it’s just easier to give you that clipboard, have you do it each time, and put it in.
Ryan Brickner (37:39): But if it’s admin workflows, the providers don’t really need to know the administrative workflows, and they could just pull it into the system. Really, what I think it is, is that any data older than this moment is out of date. If you were seen somewhere even a month ago, you may have moved in between. And there’s a lot of friction there. It’s easier to get all the information from you up front than to go back and correct it, and if you don’t, you run the risk of continuing to perpetuate wrong information. So if it’s admin workflows, I think it’s a lot easier to just collect it from the patient on a clipboard, rather than risk perpetuating wrong, bad information because you assumed the last person was correct.
Brad Thorson (38:29): Speaking of perpetuating wrong, bad information, I do love looking at my own problem list and seeing that “annual physical” is on it, which is a very interesting problem to be carrying.
Brendan Keeler (38:41): What is your doctor trying to tell you? Alright, points. Brad, boldly snaking that one going first, maybe one point. I did get a little bit of the Billy Madison “one of the most insanely idiotic things I’ve ever heard” vibe, especially when Ryan Tucker basically just said that to you. I’m not going to dock you points there. I think you took a good cut and gave some good fodder. Ryan Brickner, between all your inputs, definitely one point, and I’m going to dock you a point for following Brad into that mess, though. You should have known better. And then Ryan Tucker, I’m going to give you two and then dock you one for being mean to the other guys.
Ryan Tucker (39:23): It’s Around the Horn!
Brendan Keeler (39:25): Fair enough. Maybe we’re too nice here. One thing I’ll say is that the pulls over the HIEs are Treatment purpose of use, which entails a provider reviewing the data. Surfacing that unfiltered in the patient workflow is technically on the verge of IAS, Individual Access Services, and patient access. I think that’s prevented some people from just funneling in all the CDA content, the meds, the problems, for validation by the patient, which would be technically not trivial, but very doable. So purpose of use is one of the commingled things in there, which Ryan Brickner alluded to a little, so I’m going to give you a bonus point for that.
The follow-on question is, Kill the Clipboard is coming. We’ve seen it come to fruition over the past year in the first round of the health tech ecosystem. It can largely be expected that it might be in HTI-6 in some form or fashion, some requirements there to broaden it to the industry. Is that the right answer? Will that solve the problem, when I show up and I’m just clicking “yep, still on this med, nope, not on this med” as I go between institutions?
Brad Thorson (40:39): Ready to jump in. Anybody want it?
Ryan Brickner (40:44): No, go right ahead.
Brad Thorson (40:46): If the problem is, do we think patients are not going to get health care because they have to fill out information in the waiting room, versus time to get an appointment, or simply not engaging with the health system for some other reason, those feel like much bigger problems for us. If we’re talking about federal policy being about bending the cost curve, I don’t think that ink to write on a piece of paper is actually driving that much cost.
So I welcome it as a patient. I do all of my forms via MyChart. I do find it annoying that I have to continually fill out the same things. But speaking for myself, or actually speaking for my husband, I don’t feel good health care frequently enough. I would like to see the initiatives around this be a little bit more focused on treatment, or lack of treatment, issues.
Brendan Keeler (41:43): Any responses?
Ryan Tucker (41:45): I like that take. I’m much less concerned on the patient side. As I go to be seen, sure, it’s a little annoying to have to do the clipboard. And is it killing the clipboard if I’m doing the pre-visit questionnaire on my phone and still going through the whole rigmarole? Probably not, but theoretically the paper clipboard has been killed there.
I’m much more concerned, and I think what should be prioritized, is the treatment side. The actual flow of information between where I was last seen and where I’m being seen now. Relying on patient-reported updates around their health, what meds they’re taking, that kind of thing, is risky and should not be the main priority. It should be having the whole picture of the patient, which the patient themselves cannot present. And we know that especially with older folks...
Brendan Keeler (42:39): I’m going to mute you here. Paternalism is not accepted on this podcast and on this Around the Horn. I’m just kidding. That’s a fair take. Ryan Brickner.
Ryan Brickner (42:47): I will start this out by saying that Kill the Clipboard is not my area of expertise, but the thing that kills me about Kill the Clipboard is why we try to do this with QR codes, whatever they’re called, SMART Health Cards. We’re already exchanging through the national networks with no QR codes, no whatever they like to call it. I feel like they’ve actually taken a step back from a lot of the health exchange that we’ve spent a lot of time getting to, because they don’t fully know what is able to be exchanged right now and how it gets exchanged.
Brendan Keeler (43:31): There are a lot of potential cynical takes about why data has to flow through the patient application to get to the other side, and power games, but giving patients agency is additive.
So, points. Two points to Ryan Brickner for some hot takes, then docking you a point for sort of admitting fallibility, lack of confidence. You had a great answer, so you’ve got to own it. Brad, we’re going to give you two points here, jumping in, strong takes, also being willing to jump in and then defer to others. Very noble of you. Ryan Tucker, zero points. You had a great take, but a little too paternalistic for this podcast.
Alright, last question to close this out, this very fun, unique format we’ve tried here. CMS Health Tech Ecosystem. I’ve sent you all the link to the pledge categories if you’re forgetting them a bit. There’s so much in here, especially as it gets stuffed with new categories from July’s event. What’s the most important thing here that, at the end of the Trump administration, it’s driven not just to POC but also, using other regulatory tactics, to ubiquity? What do you see as the most important or most interesting thing that could be accomplished by the CMS Health Tech Ecosystem?
Ryan Brickner (44:52): Brendan, I don’t even need to look. I was watching the announcement, what was it, a month ago, and the announcement of the diagnostic-quality exchange of imaging is where they need to put their focus. I don’t care about QR codes, but what I do care about is the fact that right now there is not a good way of exchanging diagnostic-quality images. I believe Epic just announced their own version of it, just between Epic systems. But even then, a month ago I was asked to go back up to Wisconsin, get a CD with my MRI results, and bring it down.
I am far from the only person that’s impacting. Being able to reduce the patient as the transport vector, being able to reduce duplicate scans and duplicate procedures, is probably the most impactful thing they could focus on. And especially here, because it’s such a technically complicated area, this is the exact right place for them to come in, focus, and align resources.
Brendan Keeler (46:04): Solid take, no complaints there. Ryan Tucker, you look like you’ve got something, maybe.
Ryan Tucker (46:09): Well, it’s got to be Friends of the Ecosystem, right?
Brendan Keeler (46:13): Just to explain it.
Ryan Tucker (46:15): That deserved the mute. No. I think ACCESS. I think ACCESS would be an important one.
Brendan Keeler (46:23): We can come back to you. We’ll come back to you.
Ryan Tucker (46:25): Yeah, let me think about it for a second.
Brad Thorson (46:28): I’m drawn toward, and these are all new categories, or we’ve carved out space, everything involving pharmacies and pharmaceutical benefits. I am deeply skewed by previous work and just seeing the direct cost of being able to get your medication, taking your medication. The cost of drugs is an enormous strain on the system.
We’ve seen evidence that when patients are given pricing across a number of locations, they are able to make the best choice for themselves, whether that’s “I need it fastest and I’m willing to pay for it” or “I have time.” And pharmacies are pretty dislodged from care delivery, but in the HIV space, we’ve seen in rural Oregon, because Brendan’s based there, places like Albertsons end up being tremendous drivers of bringing patients into the health care system. If you need a medication, even over the counter, you’re going to find a lot more pharmacies than urgent care centers or hospitals. They’re fantastic vectors for getting populations that have difficulty accessing the health system. And in HIV care you see your pharmacist significantly more than you see your provider, so they recognize when things aren’t going well for you, or when you’re delayed picking up a medication. We’re going to go really off the rails here, but the US Postal Service is responsible for finding more lost children than any other agency, because they’re in neighborhoods, they know what’s going on.
Brendan Keeler (48:05): We’re done with that digression. We only have a minute or two left and we’ve got to give Ryan Tucker his chance to redeem himself and earn the win.
Ryan Tucker (48:16): Alright, I found a good one.
Brendan Keeler (48:19): Brad, in the show notes we can share the postal service thing you were going down. So Ryan Tucker, what do you have to pull out the win?
Ryan Tucker (48:26): That was quite the rabbit hole there. I like price transparency. That’s an additional use case, and I think we’ll accept that. I personally have had to leverage the No Surprises Act in the past to get an anesthesia bill knocked down from like four thousand dollars, because it was an out-of-network provider even though my procedure was with an in-network provider. It’s crazy. The system’s crazy. If you don’t know about the No Surprises Act, if you aren’t close to health care like me, you probably just have to foot the bill. We’ve got to get better on pricing for patients and not making medical debt completely destroy your life.
Brendan Keeler (49:05): Alright, solid answer there. We’ll start with Brad. Brad, two points. I was going to give you three, but then you started to ramble a bit. Ryan Brickner, we’re giving you three points. Great, crisp answer. You knew it, you knocked it out of the park. Ryan Tucker, we’re giving you two for the second answer, a bonus one for that initial joke, very funny, and then we’re docking you one for not actually having locked and loaded your true answer.
So, no idea what the scores are. We’ll add these up after the fact and we’ll see.
Ryan Tucker (49:36): I was going to ask if you were tallying.
Brad Thorson (49:38): I have been. And I’m very excited about the results.
Brendan Keeler (49:44): We will definitely, maybe, for the viewers, add this in with fun graphics.
A couple of things I want to note. I’m partial to modern scheduling, you’ll see that on there, about allowing scheduling in an open way. Not a reality today, but if you’re a point solution looking to schedule into EHRs, particularly Epic with decision trees, maybe there’s a consultancy out there that could help you fill those slots. Reach out at htdhealth.com. That’s our sponsor, HTD Health.
The other thing I’ll note is that Brad and I will be in Brooklyn next week on Wednesday, hosting the happy hour. So if you’re in New York City and you want to hang out with the HTD Health crew, make sure to sign up and attend.
That’s it for this episode, and see you on the next one.
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