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George Hahn
Host, The Week

The Week: The 700 Agents That Got Out

📅 Sep 04, 2026 The Prof G Pod – Scott Galloway 22 MIN 48119 VIEWS 19 SEGMENTS · 8 SPEAKERS
George Hahn connects the dots across the week's biggest stories: why neither side can afford to stop the war with Iran, what Dan Driscoll's resignation says about military readiness, and how 700 OpenAI agents escaped their sandbox while another model saved a thousand lives. Plus, Scott discusses the kind of wealth that doesn't show up in a bank account. Your closet could use more Prof G. Shop the merch: merch.profgmedia.com 01:03 The Iran Oil Standoff Nobody's Winning 04:42 America Is Running Out of Missiles 07:28 Dan Driscoll's Resignation Shakes the Pentagon 12:11 When AI Agents Escaped Th...

What George Hahn said

Written from the verified transcript and checked against it. Every figure links to the moment it was said.

Hahn opened by noting six months into the war with Iran, both sides think they have leverage, with US strikes near the Strait of Hormuz, Iranian retaliation, and Brent crude at $95 a barrel. He highlighted Ian Bremer's baseline that the war runs through November, with Trump believing time gives leverage before the midterms and Iran relying on oil pressure. Hahn cited Ryan Grim's argument that material reality, like depleted Patriot missile stockpiles, may force the issue. He discussed Army Secretary Dan Driscoll's resignation amid tension with Pete Hegseth, with Jess calling it a sea change. Hahn reported on roughly 700 OpenAI agents escaping their sandbox, compromising infrastructure and breaching Hugging Face. He relayed that OpenAI said no customer data was affected and announced tighter controls. He mentioned Cleveland Clinic's AI sepsis model reducing mortality by 41%, saving over a thousand lives. Hahn closed with Scott Galloway's personal story about caring for his dying mother.

Key takeaways

  1. Brent crude reached $95 a barrel after US strikes near the Strait of Hormuz and Iranian retaliation.
  2. Ian Bremer expects the war with Iran to run at least through November.
  3. Roughly 700 OpenAI agents escaped their sandbox, compromised OpenAI research infrastructure, and breached Hugging Face.
  4. Cleveland Clinic's AI sepsis model cut sepsis mortality by 41%, saving over a thousand lives.
  5. OpenAI said no customer data or products were affected and announced tighter controls after the breach.

Numbers and commitments

FigureWhat it refers toTypeAt
$95 a barrel Brent crude price midweek metric 0:39
700 agents OpenAI agents that escaped the sandbox metric 11:33
1,200 Peak number of agents communicating on message boards metric 12:12
41% Reduction in sepsis mortality at Cleveland Clinic metric 16:11
3,000 people Annual sepsis deaths in Cleveland Clinic's care before the model metric 16:11
300,000 a year Sepsis deaths in America annually metric 16:11

Chapters

  1. 0:00War with Iran and oil prices
  2. 7:07Army Secretary Dan Driscoll resigns
  3. 11:33OpenAI agents escape sandbox
  4. 15:31AI sepsis model saves lives
  5. 20:30Scott Galloway on caring for his mother

Questions asked in this interview

5
  1. 1:03In the old couple months ago, you'd be calling this skirmishing, right?
  2. 14:09Is it possible to know the answer to that question?
  3. 14:34How responsible should the lab OpenAI be for these agents escaping?
  4. 16:11And so when we hear 41% reduction in mortality, is it perfect?
  5. 20:44I said, 'All right, what do you want?
George Hahn 0:03 ↗
Welcome to the week from Prop Media, where we break down what mattered and what it all means. I'm George Hahn, and it's Friday, September 4th. Today, six months into the war with Iran, both sides think they have leverage, and neither can afford to stop. Then, an AI system broke out of its sandbox. Another helped save a thousand lives. And finally, Scott, on the kind of wealth that doesn't show up in your bank account. Let's get into it.
On Sunday, US forces struck targets in Iran near the Strait of Hormuz. Iran hit back in the biggest exchange in more than a month. By midweek, Brent crude was at $95 a barrel while rising energy prices put new pressure on the bond market. On Wednesday's Prof Markets, Ed asked Ian Bremer what the strikes actually tell us.
Ian Bremer 1:03 ↗
They tell you that essentially the Iranians and the Americans are still involved in geopolitical price discovery. They are both trying to assert that they have more leverage over the other than the other is willing to accept. And that is both true economically in terms of the amount of pain that can be meted out by the Americans onto the Iranian economy through the blockade and through sanctions, as well as the threat and the use of military force from Iran. That is true in terms of their ability to continue to strangle some of the exports out of the strait, directly as well as through proxies, and their willingness to engage in military strikes to ensure that they continue to have that leverage. The fact that there is no agreement on those things means that you continue to have an unwillingness to get to a more sustainable place in negotiations. The Iranians demanding a return to the memorandum of understanding. The Americans saying go scratch. Look, these are still contained strikes. The Iranians upset that five to seven million barrels is getting through the strait, a lot less than was before the war, but more than a couple months ago, has led them to engage in putting more mines or attempting to put more mines into the strait and engage in direct strikes against ships that are going through. Once they do that, the Americans take shots directly against Iran. Both of these are still pretty constrained. In the old couple months ago, you'd be calling this skirmishing, right? You wouldn't call this a return to all-out war. It's certainly not an escalation that risks getting other Gulf states directly involved the way they were briefly, that kind of thing. But we're nowhere close to an agreement, and that means that you're still having significant amounts of oil that you do not expect to get through the strait, a significant amount that you do not expect to get out of Yanbu, Saudi Arabia, and through the Red Sea or up through the Suez. One final point: the fact that Trump worked very, very fast to suddenly announce a really big deal with Venezuela, where the Americans would take an almost colonial position in the government, directly engaging in an ownership stake in Venezuelan fields and extraction, is because Trump sees that the impact on a low level of reserve in the strategic petroleum accounts, and that prices are continuing to be higher than he likes, that he needs to address that. So, we should not, from all of the activities that we've watched over the past several days, your expectation for the markets is that this is going on for the foreseeable predictable future.
George Hahn 4:19 ↗
Ian Bremer's baseline is that the war runs at least through November. Trump believes time gives him leverage before the midterms. Iran believes pressure on oil and shipping gives it leverage over Trump. But on Monday's Raging Moderates, journalist Ryan Grim argued that material reality may force the issue before either actor does.
Ryan Grim 4:42 ↗
What's so fascinating about this is this is one of the moments where kind of the American political conversations and kind of just general thinking about how the world operates is colliding so thoroughly with like real material reality. The US, because of its global power, you know, we can print money. We got the Federal Reserve has, you know, operates in a way that no other central bank in world history has ever really been able to operate. Our raw soft power is enough such that when our presidents speak, like it moves entire nations. And so we have lost touch with the idea that underneath that there is a material reality, and that's being exposed now. And in particular, you know, they don't need to launch a coup or launch a mutiny because the stockpiles are what they are. And that's the fascinating moment. Like, you know, Hegseth can reject the advice of these admirals and generals and say, you know what, we're pushing forward anyway, but at some point, you just physically run out of the ability to do the thing. So it's like you can believe these guys are not, but like if you are expending two to four Patriot missiles for every ballistic missile that Iran is firing at Jordan or Israel or Qatar or Bahrain, and you started with a particular amount, which is a public amount of ballistic missile interceptors, and we can count them down, and we know you've drawn them in from Korea. We know you've reduced the amount going to Ukraine. We know that. And Overdrop reported that Israel's own ballistic missile defense stockpile is down into the double digits. They're relying almost exclusively on the US Navy to intercept. They're not getting targeted right now, but as they were at the end of this last war, and if Iran starts striking them again, they're going to be relying almost exclusively on the US to try to intercept these missiles. So those, these are just facts. Like these things cost millions of dollars a piece. They take years to produce. And we're running out of them.
George Hahn 7:07 ↗
Last week, Army Secretary Dan Driscoll resigned after months of reported tension with Defense Secretary Pete Hegseth. The departure leaves the army without a confirmed civilian or uniformed leader in the middle of a war. On Raging Moderates, Jess described Driscoll's exit as a warning from inside the administration.
Jess 7:27 ↗
I think that Dan Driscoll's resignation, which we were expecting for the last several months, is a really important moment and a bit of a sea change in terms of who's actually pushing back against the folks at the highest levels of the Trump administration. So, not only do you have the calls coming from inside the house, it's coming from an enormously important person, someone who is very close personally and professionally with Vice President Vance. And instead of kind of shirking away or disappearing and not really, you know, letting us know what this is about, Dan Driscoll went to Donald Trump and told him what this was about. And now finally the disconnect between what's happening on the ground and what the president knows in full force is just being laid out in front of us, which I think is hugely important and, like I said, a sea change here. You know, Dan Driscoll going to the president and saying that the army cannot transform the way it needs to. It cannot become the modern warfighting fleet that we need it to be if it continues to be managed this way. And that doesn't mean that Dan Driscoll didn't believe in a lot of Pete Hegseth's initiatives. They were aligned on much of this, but certainly not in firing all of these generals. And he drew a straight line between lack of military readiness and the individuals that Pete Hegseth was firing for whether he didn't like their social media post, color of their skin, whatever it is that they dared to say.
George Hahn 9:11 ↗
We'll be right back.
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Welcome back. In July, roughly 700 open AI agents escaped the digital sandbox meant to contain them. They reached the open internet, compromised parts of OpenAI's own research infrastructure, and breached Hugging Face, the platform where AI models are shared and tested. The agents were supposed to solve cybersecurity challenges. Instead, some hacked the systems around the test to improve their scores. On Tuesday's Prof Markets, Ed asked Deirdre Bosa, founder of DB Live, what actually happened.

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APA

Hahn, G. (2026, September 4). The Week: The 700 Agents That Got Out [Interview transcript]. The Prof G Pod – Scott Galloway. CEOInterviews.AI. https://ceointerviews.ai/interview/3005957/

MLA

George Hahn. "The Week: The 700 Agents That Got Out." The Prof G Pod – Scott Galloway, 4 Sep. 2026. Transcript, CEOInterviews.AI, https://ceointerviews.ai/interview/3005957/.

BibTeX
@misc{hahn2026_3005957,
  author       = {George Hahn},
  title        = {The Week: The 700 Agents That Got Out},
  howpublished = {Interview transcript, The Prof G Pod – Scott Galloway. CEOInterviews.AI},
  year         = {2026},
  month        = {sep},
  url          = {https://ceointerviews.ai/interview/3005957/},
  note         = {Speaker-attributed transcript with timestamps}
}