More Perfect Union delivers a scathing indictment of Sam Altman, arguing that the AI mogul's entire career is built on a pattern of "just trust me, bro" moments that have escalated from a failed startup to a global economic gamble. The piece is notable not for new financial data, but for connecting Altman's early history of exaggerating user numbers to his current demand that society entrust its entire energy grid, data sovereignty, and future economy to his unproven vision. For busy readers, this is a crucial reality check: the narrative of AI as a benevolent savior may be a carefully constructed sales pitch to offload massive risks onto the public while Altman and his investors secure the profits.
The Pattern of "Trust Me"
The author anchors the argument in Altman's early career, specifically the sale of his first company, Looped. More Perfect Union writes, "Loop sold to the Green Dot Corporation who shut it down immediately and never used any of the tech," revealing that Altman walked away with millions for an app that effectively did not exist. The commentary highlights how Altman consistently refused to provide evidence for his claims, insisting on a user base that was merely a fraction of what he promised. This historical context is vital because it establishes a precedent for the author's central thesis: Altman's credibility is not a new problem, but a lifelong strategy.
The argument gains traction by linking this behavior to his time at Y Combinator, where he allegedly used his insider position to funnel investments into his own venture capital firm, Hydraine Capital, despite public denials. As More Perfect Union puts it, "Altman used his inside view to get a cut of YC's power." This is a damning charge of conflict of interest that reframes Altman not just as a visionary, but as a dealmaker who has repeatedly prioritized personal gain over transparency. Critics might note that venture capital often involves complex, opaque structures, and that Altman's critics may be conflating aggressive deal-making with outright fraud. However, the sheer volume of alleged contradictions makes the skepticism difficult to dismiss.
The Ultimate "Eggs in One Basket"
The piece pivots to the present, arguing that Altman is now asking society to stake its future on a single, high-risk bet. The author notes that OpenAI has committed to spending over $1 trillion on infrastructure while generating less than 1% of that in revenue. More Perfect Union writes, "In exchange for all that, Altman is asking all of society to put all of our eggs, our data, our economy, our water and resources, everything into one basket." This framing effectively strips away the technical jargon of "AGI" and "compute capacity" to reveal the underlying transaction: a massive transfer of public resources for a promise of future abundance that may never materialize.
The commentary suggests that Altman's solution to the energy crisis is not just inefficient, but self-serving. By investing in nuclear startups like Helion and Oklo, Altman positions himself to profit from the very infrastructure his AI demands. As the author points out, "Altman is invested in all the stuff necessary to build Open AI," creating a circular economy where he funds the problems and then sells the solutions. This is a sophisticated critique of vertical integration in the AI sector, suggesting that the "savior" narrative is actually a mechanism for market consolidation.
He's offering us one massive "just trust me, bro."
The author also scrutinizes Altman's involvement with Reddit, where he facilitated a deal allowing OpenAI to scrape user data while simultaneously holding a significant stake in the platform. The piece draws a sharp parallel between Altman's actions and the fate of Reddit co-founder Aaron Swartz, noting that Altman "wanted to put it in his product" rather than open knowledge to everyone. This historical echo adds emotional weight to the argument, suggesting that Altman's approach to data is extractive rather than collaborative. A counterargument worth considering is that data scraping is standard industry practice and that OpenAI's models require vast datasets to function, regardless of the source. Yet, the author's focus on the conflict of interest—Altman owning the data source and the data consumer—remains a potent ethical concern.
The Circular Economy of AI
The most striking part of the coverage is the dissection of the financial circularity surrounding OpenAI. The author describes a system where investors like Microsoft and Nvidia pour billions into OpenAI, only for that money to flow directly back to the investors in the form of infrastructure purchases. More Perfect Union writes, "The entire economy is tied to the success of Altman's project," and illustrates this with a metaphor of a circular debt trap: "Here's 10. I owe you 10. Here's 10 I owe you." This analogy makes a complex financial structure accessible, revealing how the AI boom is sustained by internal capital flows rather than genuine market demand.
Furthermore, the piece highlights the government's role as the ultimate backstop. The author notes that OpenAI's CFO admitted that "banks, private equity, maybe even... governmental... the ways governments can come to bear" are responsible for the financing. This suggests that if the AI project fails, the public will bear the cost through subsidies or bailouts, while the private sector retains the upside. The author concludes that Altman's promise of a post-scarcity world via Worldcoin or Universal Basic Income is a distraction from the reality of a system designed to concentrate wealth and power.
Bottom Line
More Perfect Union's strongest asset is its ability to connect Altman's early, small-scale deceptions to his current, society-scale ambitions, creating a coherent narrative of untrustworthiness that transcends typical tech skepticism. The piece's biggest vulnerability is its reliance on a "bad actor" framework that may overlook the genuine, albeit risky, potential of the technology itself. Readers should watch for how regulators respond to the circular financial deals and whether the promised "solutions" to energy and job loss ever materialize beyond the pitch deck.