Hard Fork – "The Great A.I. Build-Out + H-1B Visa Chaos + TikTok Braces for the Rapture"

Host: The New York Times (Kevin Roose & Casey Newton)
Date: September 26, 2025

Overview

This episode unpacks three of the most hot-button topics at the intersection of technology and culture:

1. The staggering escalation of investment in artificial intelligence infrastructure, highlighted by the new $100 billion Nvidia-OpenAI deal and OpenAI's massive Stargate data center expansion.
2. The chaos surrounding President Trump's introduction of a $100,000 H-1B visa fee and the potential ramifications for the U.S. tech sector and immigrant workers, with expert insight from Jeremy Neufeld.
3. The viral ‘Rapture Talk’ phenomenon on TikTok, where millions braced for—and debunked—the end of days.

Roose and Newton blend analysis, humor, and on-the-ground expertise to map out how these stories shape technology, work, and internet culture.

1. The Great AI Build-Out: Is This a Bubble?

[02:28-17:57]

Massive Investments & Infrastructure Boom

• Nvidia and OpenAI announced a deal where Nvidia will invest up to $100 billion in OpenAI over time, in $10 billion increments, gaining equity in exchange. The investment is primarily for building immense data centers filled with Nvidia’s AI chips.

  • "Nvidia is giving OpenAI cash and getting equity in return. This is designed to help OpenAI build out massive new data centers that will run on Nvidia’s AI chips." (Kevin Roose, 03:13)

• OpenAI announced five new Stargate data center sites across Texas, Ohio, New Mexico, and the Midwest, with $400 billion in planned investment over three years and a combined capacity of 7 gigawatts.

  • "Altogether, these new sites will bring Stargate to nearly 7 gigawatts of planned capacity and over $400 billion in investment over the next three years." (Kevin Roose, 03:52)

• Kevin likens this surge to the mid-century Interstate Highway System—except the AI sector now spends twice as much in one year ($600 billion) as the entire highway system cost over 36 years ($300 billion in today’s dollars).

  • "This year, the AI industry is projecting to spend basically twice as much as as the cost of the entire Interstate highway system in one year." (Kevin Roose, 06:14)

• Casey frames the investment for Gen Z by comparing it to Labubu factories: $100B could build 5,000 toy factories, underscoring the surreal scale.

  • "For this $100 billion that Nvidia may now invest in OpenAI, they could have built 5,000 Labubu factories." (Casey Newton, 07:29)

Weird Deals & Circular Financing

• The hosts examine "round tripping" or "vendor financing," where companies like Nvidia and OpenAI invest in each other and become major customers for each other's products.

  • "With OpenAI and Nvidia, Nvidia is investing billions of dollars in OpenAI, OpenAI is going to turn around and spend many of those billions on Nvidia chips. This is sometimes called round tripping." (Kevin Roose, 08:14)
  • "Chicanery is what I call it." (Kevin Roose, 08:46)

• Financing gets creative (and opaque); Sam Altman teased "creative new financing strategy," prompting skepticism.

  • "When I hear phrases like creative new financing strategy, that’s when you know you should start looking for your wallet." (Kevin Roose, 09:39)

Are We in a Bubble?

• Casey argues these investments far outpace any near-term profits, a hallmark of a speculative bubble.

  • "We're not yet connecting this to any reasonable expectation of profits ... we're spending hundreds of billions of dollars well in advance of any expectation that that is going to be profitable." (Casey Newton, 10:57)

• Yet, both agree that leading tech CEOs (Zuckerberg, Altman, Page) seem hyper-committed, operating on ego, FOMO, and a high-stakes, winner-take-most logic:

  • "You now have the leaders of the biggest technology companies in the world saying effectively in unison that they do not care how much it costs to build all the way to AGI ... and for the most part, no one can stop them." (Kevin Roose, 12:03)

• "No one wants to be the fourth place finisher in the race to build AGI because that is going to dramatically affect how your obituary gets written." (Casey Newton, 12:43)

• Yields and risks: There may be room for only one or two winners, making this year’s mania risky and likely to produce spectacular failures.

  • "There will be at least one [profitable company]. I'm not sure there are going to be three. There are probably not going to be seven." (Casey Newton, 14:45)

Real-World Impact and Takeaway

• The investments are already impacting electricity prices and U.S. infrastructure:

  • "There are shovels in the ground. ... we're already starting to see the effects that these data centers are having on things like electricity prices for consumers." (Kevin Roose, 16:37)

• "We are now one nation under AI capital expenditures. And I just think we need to kind of internalize that." (Kevin Roose, 17:31)

2. $100,000 H-1B Visa Fee Chaos

[20:12-39:05] (Guest: Jeremy Neufeld, Institute for Progress)

Sudden Policy Flip – The Confusion

• President Trump announced a new $100,000 fee for new H-1B visa applicants, causing panic in the tech industry.

  • "There would be a new $100,000 fee for employees who are hired under the H-1B visa program." (Kevin Roose, 20:30)

• Tech workers scramble—emails urge H-1B holders not to leave the country; companies are confused; would-be applicants are in limbo.

H-1B System: Who It Serves, Who It Doesn’t

• Neufeld explains: H-1B is both a pipeline for "top founders of tech companies like Elon Musk" and lower-skill IT workers via outsourcing "body shops."

  • "It is an incredibly valuable source for top talent ... at the same time, it’s being used for lower level, lower skilled talent like IT consultancy services work." (Jeremy Neufeld, 24:37)
  • "Both of these sides have a point because the H1B program is not one thing, it’s a lot of different kinds of things." (Neufeld, 25:08)

• Outsourcing firms have learned to game the lottery by flooding it with applications, winning about a third of all visas.

  • "H1B dependent companies ... represent about a third of all of the visas that get given out. Outsourcing companies are ... about 15% of all of the capped H1Bs." (Neufeld, 27:16)

Potential Unintended Consequences (and Loopholes)

• The $100K fee is only for new applications, with some loopholes—for example, intra-company transfers (L visas) and those already in the U.S. may avoid it.

• Outsourcers can adapt more easily than startups, universities, or research labs; large multinational firms can circumvent the fee via alternative visas or transfers.

  • "Outsourcers ... can bring people here on Ls and then they can transfer them over to H1Bs without paying the fee in a way that a lot of other companies can’t adapt because they’re not multinational." (Neufeld, 29:08)

• The policy prioritizes older, mid-level (often lower paid) workers over high-skill entry-level researchers due to wage-level classifications.

• Universities and startups are hit hardest; they typically lack the funds to pay the fee, threatening America’s science and innovation pipeline.

  • "Incredibly, 60% of the top AI startups in the United States are founded by immigrants." (Neufeld, 33:37)
  • "Universities trying to bring in the best associate professor ... they're not going to be able to do it." (Neufeld, 32:17)

Legal Uncertainty, Potential for Influence Peddling

• Exemptions can be granted at the administration’s discretion—opening the door to selective favoritism.

• Neufeld sees more risk that outsourcers will maintain or even increase their share, while the best and brightest are squeezed out.

  • "The end result of all of this is that the outsourcers will come out of this actually ahead ... even though the administration says they’re trying to clamp down on the outsourcers." (Neufeld, 31:33)

• Legal challenges to the fee are expected; in the meantime, the threat alone deters prospective talent.

• "Next Wednesday, China is rolling out a new visa program for high skilled STEM talent. ... And the United States, by contrast, seems to be walking away from the field, maybe seeding the biggest advantage we have in technological competition." (Neufeld, 37:48)

3. ‘Rapture Talk’ on TikTok: Platform Panic or Cultural Shift?

[41:20-54:14]

Internet-wide End Times Fad

• Over the past week, TikTok surged with predictions that the rapture—the biblical end times event—was imminent, specifically set for September 23 or 24.

  • "On Tuesday, according to many folks on TikTok, it was going to be the Rapture and we were going to be living in the scenario described by the Left behind series and also the Bible." (Casey Newton, 43:37)

• The trend was sparked by South African influencer Joshua Malella claiming he received a prophetic DM from Jesus that “the end of the world would occur on September 23rd or 24th.”

  • Quoting Malella: "'...after the rapture of September 2025, the chaos that will be in the world...there will be no World Cup 2026.'" (Newton, 44:34)

Virality, Memes, and Phone Prep

• “Rapture Talk” trended: users posted videos prepping their non-Christian friends (“left behind”) with lock-screen warnings, staged vintage clothing “donations,” and more.

  • "So this starts a trend that becomes so prevalent on the app that it comes to be known as Rapture Talk." (Newton, 45:51)

• Many enjoyed lampooning the belief, while others took it seriously. Ratio of jokes to true believers seems to lean toward mockery, but sincerity existed.

  • "I would estimate that more people were sort of laughing about the rapture ... than they were sort of believing that it was really going to happen." (Newton, 48:38)

• After the prophesied rapture failed to materialize, Malella and others doubled down (“it’s still coming”) instead of backing off.

Reflections on Platform Incentives and Cultural Undercurrents

• Casey points out that platforms, via recommendation algorithms, amplify the most sensational stories:

  • "Rapture talk is just a platform phenomenon. Platforms are always looking to amplify the craziest, wildest stories and rumors. And what could be wilder than the idea that billions of people were about to leave the Earth simultaneously?" (Newton, 51:07)

• Kevin links the online spectacle to a broader, perhaps growing, religious curiosity even among tech circles, noting Peter Thiel’s recent lecture about the Antichrist.

  • "I am starting to hear more people than usual ... talking about God and church and faith. ... Some little counterculture ... getting interested in religion and some of these older religious ideas." (Kevin Roose, 52:18)

• The segment ends in classic Hard Fork fashion: with dry jokes and a warning about the enduring appeal of apocalypse content.

  • "One TikTok user did have an alternate theory ... Jesus did come back, but was very quickly intercepted by ICE." (Newton, 52:54)
  • "I have no notes. Seems like our information economy is working great." (Roose, 53:05)
  • "Every day, we stray further from God's light." (Rachel, 53:11)

Notable Quotes & Moments

| Timestamp | Speaker | Quote/Highlight | |-----------|---------|-----------------------------| | 03:25 | Kevin | "Nvidia is giving OpenAI cash and getting equity in return. This is designed to help OpenAI build out massive new data centers that will run on Nvidia’s AI chips." | 06:14 | Kevin | "This year, the AI industry is projecting to spend basically twice as much as the cost of the entire Interstate highway system in one year." | 09:39 | Kevin | "When I hear phrases like creative new financing strategy, that’s when you know you should start looking for your wallet." | 10:57 | Casey | "We're not yet connecting this to any reasonable expectation of profits ... we're spending hundreds of billions of dollars well in advance of any expectation that that is going to be profitable." | 13:16 | Casey | "No one wants to be the fourth place finisher in the race to build AGI because that is going to dramatically affect how your obituary gets written ... you might be able to upload your mind to the cloud." | 16:37 | Kevin | "There are shovels in the ground... we're already starting to see the effects that these data centers are having on things like electricity prices for consumers." | 24:37 | Neufeld | "It is an incredibly valuable source for top talent ... at the same time, it’s being used for lower level, lower skilled talent like IT consultancy services work." | 33:37 | Neufeld | "60% of the top AI startups in the United States are founded by immigrants." | 37:48 | Neufeld | "Next Wednesday, China is rolling out a new visa program for high skilled STEM talent... And the United States, by contrast, seems to be walking away from the field." | 41:44 | Casey | "We only try to do this when we only have to dive into the surface of things. You know, we're bringing you what the youth are talking about." | 44:34 | Casey | "'...after the rapture of September 2025, the chaos that will be in the world...there will be no World Cup 2026.'" | 51:07 | Casey | "Rapture talk is just a platform phenomenon. Platforms are always looking to amplify the craziest, wildest stories and rumors." | 53:05 | Kevin | "I have no notes. Seems like our information economy is working great." | 53:11 | Rachel | "Every day, we stray further from God's light."

Segment Timestamps

• [02:28] – Start of The Great AI Build-Out discussion
• [20:12] – H-1B Visa policy change and interview with Jeremy Neufeld
• [41:20] – TikTok Rapture Talk phenomenon

Tone and Style

• Conversational, witty, and skeptical.
• Kevin and Casey balance big-picture analysis with irreverent humor and pop culture nods for accessibility.
• The immigration segment is factual and urgent; the TikTok segment veers into playful absurdity, with a return to seriousness about the power of platforms.

For Listeners

This episode is an essential briefing on what’s shaping the future: corporate megadeals fueling the AI surge, political decisions threatening the innovation pipeline, and the social dynamics of viral belief—all through the lens of true experts who bring both insight and levity to a rapidly changing world.