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Artificial Intelligence

Sam Altman's (Not So) New Deal for Superintelligent AI

The plan’s deregulatory planks merit praise. Its calls for central planning and redistribution do not.

Jack Nicastro | 4.8.2026 11:15 AM

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Illustration of OpenAI CEO Sam Altman | Florian Gaertner/IMAGO/Newscom
(Florian Gaertner/IMAGO/Newscom)

OpenAI's "New Deal" for the AI age is full of old—and failed—ideas. 

On Monday, OpenAI published Industrial Policy for the Intelligence Age: Ideas to Keep People First. The 13-page white paper presents the frontier developer's economic and regulatory prescriptions for a world with superintelligent AI. 

Starting with the positives, the paper rightly recognizes that bundling fringe benefits—health insurance and retirement plans—with employers harms workers by limiting labor market mobility. To ameliorate the problems of employer-sponsored benefits, OpenAI recommends creating "portable benefit platforms that pool contributions from multiple sources and route them into standardized accounts attached to the individual, not the job."

The company also recommends "using AI to handle the overhead that usually blocks entrepreneurship," including "accounting, marketing, and procurement." Given the sheer amount of paperwork it can take to start a business, "startup-in-a-box" supports, which OpenAI defines as model contracts and shared back-office infrastructure, can be critical for helping innovators quickly translate ideas from the back of a napkin to multibillion-dollar companies, says Kevin Frazier, senior fellow at the Abundance Institute. 

But as the company makes the case for easing business costs, it makes several recommendations that would stifle innovation. This includes the call to radically alter the tax code by imposing "higher taxes on capital gains at the top [and] corporate income." OpenAI also advocates for creating a public wealth fund—whose funding source is unspecified—to allow every citizen to "invest in diversified, long-term assets that capture growth in both AI companies and the broader set of firms adopting and deploying AI." 

Research published by the Cato Institute has associated higher corporate income tax rates with less research and development investment and fewer patents filed per year. Similarly, hiking taxes on capital gains discourages investment in startups. This means less innovation and, consequently, slower economic growth. Meanwhile, the $1.48 trillion in debt amassed by state and local pension plans, as well as the Social Security trust fund's impending insolvency, suggest that the government is an irresponsible fiduciary that should not be entrusted to oversee even more capital. 

Unfortunately, this is not the only instance of OpenAI advocating for more state power; the plan also calls for the expansion of the existing safety net, which includes food stamps, unemployment insurance, "Social Security, Medicaid, and Medicare that are not just in place but fully functional, accessible, and responsive to the realities people will face during the transition [to superintelligence]." 

Given the transformative economic potential of AI, it's reasonable to believe that safety nets will likely have to be updated in response to superintelligence. But sticking to the same "tried and failed" mechanisms is the wrong approach, says Frazier. "The goal should not be to…attach AI to existing systems and assume that their flaws will immediately be remedied," he says, but to fundamentally reevaluate these systems.

In some ways, OpenAI's suggestions for the future of AI are better than other policies proposed by lawmakers. For example, instead of calling for a nationwide moratorium on new data center construction to reduce strain on the electric grid, the company calls for "the expansion of energy infrastructure required to power AI." Still, OpenAI's belief in the government's ability to allocate billions of dollars to the benefit of all Americans is a naive one. 

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NEXT: Viktor Orbán and His American Apologists All Deserve To Lose

Jack Nicastro is a policy analyst at the Information Technology and Innovation Foundation. 

Artificial IntelligenceIndustrial PolicyDisruptive TechnologiesWelfareLabor Market
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  1. Rick James   2 months ago

    Meanwhile, the $1.48 trillion in debt amassed by state and local pension plans, as well as the Social Security trust fund's impending insolvency,

    Can we get a grownup who will explain to the Reason Staff that there literally is no such thing?

  2. Homer Thompson   2 months ago

    if you could only sell AI short or buy put options

  3. MWAocdoc   2 months ago

    "bundling fringe benefits with employers harms workers by limiting labor market mobility."

    This is false right from the start. The line should read: "Government requiring the [bundling fringe benefits with employers harms workers by limiting labor market mobility.]" Employers should never be required to provide ANY "fringe" benefits for their employees! In a free market place, diverse employers with diverse needs would be free to hire employees to suit their needs as long as they do not systematically and intentionally discriminate based on gender, religion or race. Some employers will want to offer fringe benefits outside of salaries, and some will not. Some will want to offer fringe benefit options to help achieve their employment goals (for example, a healthy or stable workforce) and others will leave that entirely to their employees and their own resources. It is none of government's business, and government should stay strictly out of voluntary transactions between employers and employees. It is a matter of contract, not of regulation.

  4. MWAocdoc   2 months ago

    "portable benefit platforms that pool contributions from multiple sources and route them into standardized accounts attached to the individual, not the job."

    Sounds great, but as it is it's misleading. What they really mean is that government should operate pooled contribution systems and mandate empoyer contributions. The only thing preventing this currently is that it can't compete with the disastrous government system already being enforced.

  5. jubalharshaw   2 months ago

    Maybe one of these labs will crack government databases and wipe them out? End the government spying on their own citizens!

  6. BYODB   2 months ago

    Altman is a grifter and I'm not sure I would put any stock in anything the guy says.

    He's said before that the industry is overhyped, but then he turns around and hypes it even more so I don't really know what his goal is beyond make as much money as possible before AI is revealed as a vast intellectual property theft racket.

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