AI is a foundational revolution - Rochon views the shift toward generative AI as a transformative era equivalent to the early internet, requiring massive infrastructure builds to sustain future growth.
“AI is a revolution on par with the early internet, and the circular investment dynamic in AI infrastructure is redefining what it means for companies to both defend and grow their businesses.”
“Micron Technology has had quite, quite a positive performance recently. It is a leading semiconductor memory and storage company, so they make DRAM, NAND, Flash, and high bandwidth memory. It's one of the few major global suppliers in an industry that has a lot of high barriers to entry, not just because of input costs, but also because of the required technological understanding and ability to develop these very complex and small products. This HBM, it's high bandwidth memory, right? This is really what's been driving it here.”
The US-Iran conflict is escalating toward critical civilian infrastructure - New threats to target Iranian power plants cross a strategic red line that could trigger retaliatory strikes against regional desalination and nuclear facilities, destabilizing global energy markets.
“The US plans include targeting all of Iran's civilian electric power generation plants, probably simultaneously. That's exactly the red line that Iran has previously said would cause it to retaliate by targeting desalination plants.”
Humanoid robots demonstrate rapid physical AI progress
“Melania Trump brought in the Figure 3 humanoid robot, and it was basically walking around on two feet. It was greeting guests. It was speaking in 11 different languages. Now, I think on the surface, you can really look at this like a PR moment for Figure 3, but I think the reason why it matters is it's a signal of how fast physical AI is moving.”
Software volatility stems from AI monetization concerns
“What really drove the market today? Well, it was the feeling that there was a bit of a bottoming in software. It was a focus as groups attempted to break seven straight declines. Bit of a pick up in commentary. We saw a lot of discussion about very oversold conditions and some pushback against some of the more dire predictions revolving around that AI competition that was part and parcel for why the market was doing what it was doing. In addition, you had elevated hyperscaler capex, still a positive for the broader AI trade.”
AI adoption is outpacing all previous technological shifts
“We’re releasing this technology faster than we released every other technology in history. It took something like two years for Instagram to go from zero users to 100 million users. And it took two months to go from zero to 100 million users for ChatGBT. And of course, they’re going from ChatGBT 3 or 4 to now at 5.2. And it went from barely being able to finish a sentence with ChatGBT 2 to GPT 3 writing full essays, to GPT 4 passing the bar exam.”
AI develops emergent capabilities without human instruction
“The more GPUs and NVIDIA chips you point at growing this digital brain, the more intelligent it gets, and the more it picks up capabilities that we didn’t intentionally teach it. There was a famous example where you just train it on the internet and then it’s answering questions in English, and suddenly it learns how to answer questions in Farsi, like doing Q&A in a different language. And no one taught it that language, it just sort of learned that on its own.”
Industrials show resilience despite shifting economic narratives
“Ticker XLI is the State Street Industrial Select Sector SPDR ETF... Even if the economy is starting to turn, you're not really seeing signs of a breakdown in industrials and certainly not seeing a sign of a breakdown in this ETF. A lot of what has happened in the market this week has been centered around the narrative of AI, AI spending, and really the lack of monetization across the board and hasn't really spilled over into other sectors. Unless you're overweight a ridiculous amount relative to what the market weight is of industrials, I don't see any reason why you would want to fully exit this industrials ETF.”
The industry goal is reaching Artificial General Intelligence
“And there are quotes from people like inside of OpenAI who believe that they’re not just building this like narrow technology that’s a helpful blinking cursor. They want to build artificial general intelligence. And so what that means is being able to do that everything that a human mind can do. We are essentially growing this digital brain that's trained on the entire Internet.”
“Additionally, the latter half of the year saw many large mergers and acquisitions, some of the largest announcements being in oil and gas with ExxonMobil's purchase of Pioneer Natural Resources for nearly $60 billion and Chevron's acquisition of Hess Corporation for $50 billion, both in October and pending regulatory approval prior to closure.”
“I saw the master of hype, Casey Newton, talking about this. He was like, yeah, it could suggest planning Halloween costumes. It's like, that is solved by Party City. If you have children, they will just tell you what they want to wear. If you were a parent, it's like, what the fuck am I going to do for my kid's Halloween thing?”
SoftBank targets forty billion dollar investment in OpenAI
“SoftBank's $40 billion OpenAI investment. So they're putting together this big round for OpenAI. I think this is obviously a massive number, but that's almost secondary to what it represents when industry is really headed in an interesting direction. I think for me, what it's showing is there is a barrier to entry for building these kind of top-line AI models, and this barrier to entry is very high.”
Market rotation from software-as-a-service (SaaS) into infrastructure may be overextended as the industry prepares for a major shift from training to inference-optimized workloads.
“The question isn’t who has the best model, but who has the most creative financing to build out AI infrastructure and beyond.”
“It is initially available for pro subscribers. So 200 bucks a month. So this shit is expensive. No, but if they're releasing a feature only to pro subscribers, it means it's too expensive. And as usual, this shit just works for you overnight. What the fuck are you talking about, Sammy?”
OpenAI's record-breaking fundraise is driven by circular vendor financing - The $122 billion round is largely comprised of in-kind compute credits and contingent loans from partners like Amazon and Nvidia rather than pure cash, effectively creating a procurement-based circular economy.
“It's actually a $25 billion round of cash is sort of up front... the rest is in kind. So it seems from looking at this... it's a bit like a procurement round.”
Preferred stocks serve as supplemental income tools
“Typically, people want to invest in preferred stocks because they have a bit of an income focus. They typically pay higher fixed dividends than common stocks and often have some pretty attractive yields, anywhere from 5% to 8%, and so that makes them pretty attractive for these steady cash flow seekers. But that also changes where they are as well with respect to their position in the capital stack. They sit above common equity, meaning if a company goes bankrupt, you would get some claim on assets before common stock shareholders do, but they are below bonds as well.”
Claude Mythos leak reveals unprecedented cybersecurity risks
“The biggest story is that there is a data leak at Anthropic, and it revealed a secret model called Claude Mythos. Anthropic's own internal documents describe it as a quote unquote step change in capabilities, and they're saying that it poses an unprecedented cybersecurity risk. This is coming from the safety company, so we're going to unpack all of that on the podcast today.”
“What makes AI different is that you’re designing and you’re not really coding it. Like, I want it to do this. You’re more like growing this digital brain that’s trained on the entire Internet. And when you grow the digital brain, you don’t know what it’s capable of or what it’s going to do. If I did a brain scan in your brain, could I know from just the brain scan what you’re capable of? No. I can see that this part of your brain lights up when you have that thought, but I can't have a comprehensive picture of what Chris is capable of.”
“We've all seen how tech earnings calls have really highlighted a new risk. There isn't enough electricity to power the new data centers. We'll talk about the utility super cycle as power companies raise rates to build this new capacity. We'll also touch on a story I saw today about KPMG pressing its auditors to cut costs, or rather to cut the price they charge KPMG due to AI cost savings. What does that mean for the audit industry and really industry as a whole?”
“They were like, well, okay, everyone, we should really be concerned because there's only, we need $2 trillion of revenue to make this worth it. And then like, but we're going to be 800 billion short. What? There's $55 billion, which is including Core, we've Nebius and all the different people selling AI computers. About $55 billion of revenue. How are we getting the other $1.9 trillion, $95 trillion?”
Massive data centers are scaling to unprecedented sizes
“When people hear about these huge data centers getting built out, like Facebook’s building one, or Metta’s building one the size of Manhattan, and you ask, what is that? What’s going on there? It’s like they’re building a bigger and bigger digital brain that that’s what goes from GPT-3 to GPT-4, with more neurons. When you hear the number of parameters of an AI model, that’s essentially the number of neurons in an AI model.”
“They're recovering from the trauma that they experienced living in captivity. And for them to open up and trust you while you are there with them, helping them work through it, it's indescribable.”
The perception divergence A massive gap has emerged between the public's understanding of AI progress and the actual unit economics and technical scaling occurring within top-tier labs.
“The industry-wide gap between perception and reality has never been wider.”
“The big question is whether or not all of this AI spending is a bubble. I feel very safe in saying yes. You have committed to failure, there is no doing this. If they gave every dollar just to Sam Altman, the guy who can't even tell you why you're giving the money to him, when you're like, what are you going to do? Sam is like, why can't we do that?”
Market mispricing in software - Despite the broader AI-driven sell-off in software stocks, high-quality compounders like Constellation Software remain undervalued as investors overestimate the immediate threat of disruption.
“AI is a revolution on par with the early internet, and the circular investment dynamic in AI infrastructure is redefining what it means for companies to both defend and grow their businesses.”
“Apple is planning to open up Siri to third party AI services through the App Store in iOS 27. Basically what this means is that you could have Claude or Gemini or Grok or really any other AI model running your Siri for you, as long as the developer builds integration. You'd essentially be choosing your AI assistant the same way you choose your default browser on iPhones.”
Structural capital shifts The AI cycle is fundamentally collapsing the traditional boundaries between venture and growth stages as infrastructure requirements demand unprecedented, front-loaded capital.
“The industry-wide gap between perception and reality has never been wider.”
OpenAI shifts compute from Sora to robotics research
“The new detail is that the compute that they're basically turning off for SORA. So it was kind of very computationally intensive to run that video model. So they're shutting that down, and they're actually going to be giving that directly to robotics research. I think they looked at AI video generation, they looked at robotics, and basically as a business decision, they had to pick one and they picked robotics.”
The AI business model faces a fundamental unit economics crisis - High inference costs mean that companies currently lose money on every query, making the venture-subsidized $20-per-month subscription model unsustainable without a massive shift in pricing or hardware efficiency.
“The rest of the space is actually negative on using the product in terms of the unit economics. So the more you use the product, the more you lose the money.”
“You know, 100 billion is a small dent in it. And the numbers are also like... They're missing the story of what this amount of infrastructure is capable of doing. Like 10 gigawatts of compute, again, easy to throw around numbers like that. But the amount of work... this is the real deal. This is the thing people have been waiting for.”
McCarthy speakership defined by far-right rebellion
“The dominant political story of the year has been the 270-day-long speakership of Representative Kevin McCarthy, whose slim majority in the House of Representatives has enabled a far-right rebellion to exert more weight over the lower chamber. The battle between the rebellious Freedom Caucus and McCarthy has been at the heart of an averted debt ceiling crisis and the annual budget debate nearly devolving into a government shutdown, all culminating in the removal of McCarthy on October 3.”
“The rise of artificial intelligence and large language models dominated not only the economy but has also been at the root of a Hollywood double strike conducted by Writers Guild of America and a SAG APTRA strike. These were part of a larger phenomenon of labor strikes across the country, in which such large diverse groups, such as Teamsters and Auto Workers won new contracts.”
AI infrastructure financing is evolving rapidly through creative debt structures and GPU collateralization as capital expenditure is projected to hit $700 billion by 2026.
“The question isn’t who has the best model, but who has the most creative financing to build out AI infrastructure and beyond.”
Regional banks triggered global financial instability
“2023 also saw the roots of a global banking crisis arise out of four American regional banks, the two largest being Silicon Valley Bank and First Republic Bank. 2021's inflation surge moderated in 2023, while the Federal Reserve continued to raise its interest rates in the first half of the year.”