AI's limits, an energy squeeze on two fronts, and a war expert's 70% forecast
Mark Cuban and Alex Hormozi separately argue AI still can't replace real judgment, while two shows converge on energy: Matthew Smith warns the AI boom's true bottleneck is a decade-old natural-gas pipeline shortfall, and Chris Martenson tells Tucker Carlson the closed Strait of Hormuz has pushed the world back to 2011 oil consumption. Robert Pape puts the odds of US ground troops entering Iran at 70% — an echo of last week's AI-doom forecast.
Jul 20 – Jul 26, 20267 episodes5 shows210 claims on the record37 new predictions
01
AI's judgment problem: Cuban and Hormozi push back on the hype
Two guests, two industries, one thesis: AI's promise keeps outrunning what it actually replaces. On All-In, Mark Cuban disputes Dario Amodei's forecast that AI would eliminate half of white-collar jobs: 'Here we are two years later, they said within two years and employment is still growing, people are hiring, we need more AI literate people, right?' He points to Microsoft's 6,000 forward-deployed-engineer hires as proof enterprises still need people to make AI work. On Diary Of A CEO, Alex Hormozi reaches the operator's version of the same argument — 'I think outsourcing thinking to AI as of right now is still a really bad decision,' because someone still has to own the decision — and against a coming flood of AI content, he argues 'Reality is the moat.'
“Here we are two years later, they said within two years and employment is still growing, people are hiring, we need more AI literate people, right?”
Two energy squeezes: a decade-old pipeline problem meets a closed strait
Two shows described supply crunches with the same shape — the molecules exist, the delivery doesn't. Chronometer Partners' Matthew Smith told Patrick O'Shaughnessy the coming natural-gas crunch has less to do with AI than assumed: 'The dye was cast long before AI Compute came to the scene.' The binding constraint isn't gas in the ground but deliverability — processing, gathering lines, and especially interstate pipelines, of which only Mountain Valley has been built in over a decade — with US storage drawing to unprecedented lows between 2028 and 2030. On Tucker Carlson's show, energy researcher Chris Martenson made the acute version: with the Strait of Hormuz shut since April, the world is burning roughly 12 million barrels a day less than before the war, back to 2011 consumption — at which point the global economy was a third smaller than it is now.
“The dye was cast long before AI Compute came to the scene.”
“In the last 10 or 12 years, we've really built one Interstate Gas Pipeline. That was Mountain Valley Pipeline, connecting Appalachia to Mid-Atlantic.”
Iran war forecast: Robert Pape puts the odds of US ground troops at 70%
Robert Pape, who says he has modeled the Iran war for 20 years, argues the country has emerged from the conflict stronger, not weaker, despite the US killing its Supreme Leader and roughly 137 top officials: 'There's really no question at this point that Iran is stronger today than it was before the war started on February 28th.' The reason, he says, is Iran's control of the Strait of Hormuz. He traces the war's restart to the collapsed US-Iran memorandum of understanding, saying of the American side's approach: 'this is just a fundamental misunderstanding of international politics.' Pape now puts the odds of a US ground operation at 'within the next month, maybe even shorter than that,' and sees no negotiated way out: 'there is not an achievable off-ramp.'
“There's really no question at this point that Iran is stronger today than it was before the war started on February 28th.”
Two views of the mind: Huberman Lab's guests split on effort and self
Huberman Lab's two guests this week offer opposite theories of how the mind works. Neuroscientist Tommy Wood argues cognitive capacity comes from feeding the brain genuinely novel, effortful input — the adult brain, he says, is 'not really making new cells,' so gains come from refining and pruning existing connections through hard practice; even the famous '10,000 hours' figure, he notes, 'was the average amount of time that an expert violinist had spent practicing by the time they reached 20 years old,' not a threshold anyone must cross. Sam Harris, in an Essentials rebroadcast, argues the opposite: the effortful self doing all that work is itself an illusion — meditation, he says, 'is not a practice that you're adding to your life... it's actually ceasing to do something.'
“compared to the rest of the brain, you're not really making new cells.”
“the study showed was that 10,000 hours was the average amount of time that an expert violinist had spent practicing by the time they reached 20 years old.”
“Ultimately, meditation is not a practice that you're adding to your life. It's not doing more of anything. It's actually ceasing to do something. It's ultimately non-distraction.”
Cuban says this AI bubble is narrower than dot-com's — the casualties are concentrated venture funds and private-equity firms chasing outsized returns, not the broader public. ALL-IN →
Martenson says heating oil is up 84% year-on-year and New York Harbor diesel just hit an all-time high, and expects $6 gasoline this year — while arguing the quoted Brent price no longer reflects what buyers actually pay. TUCKER CARLSON →
Hormozi opens by revealing his mother died four weeks after his $106 million product launch, and later calls marrying his wife Leila the best financial decision he ever made. DIARY OF A CEO →
Natural-experiment studies in Wales, Australia, and Canada suggest the shingles vaccine may lower dementia risk, per Tommy Wood. HUBERMAN LAB →
Matthew Smith models natural gas rising from about 10% to 20-30% of hyperscalers' cost of compute by 2029 as the gas deficit bites. ILTB →
Pape predicts that if Iran consolidates control of the Strait of Hormuz, it is likely to acquire nuclear weapons within a year or two. DIARY OF A CEO →
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Japan is his dark-horse candidate for triggering a broader financial crisis, as a weakening yen and lost control of bond yields force market closures and treasury sales.
Chris Martenson · TUCKER CARLSON · about a year from reopening · source 1:08:35
Even if the Strait reopened immediately, flows would not return to 21 million barrels a day for about a year, with a minimum of three to four months just to untangle shipping.
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