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It was my pleasure this week to participate in a panel discussion about the future of innovation policy at the James Madison Institute’s 2022 Tech and Innovation Summit in Coral Gables, FL. Our conversation focused on the future of Progress Studies, which is one of my favorite topics. We were asked to discuss five major questions and below I have summarized some of my answers to them, plus some other thoughts I had about what I heard at the conference from others.

  1. What is progress studies and why is it so needed today?

In a sense, Progress Studies is nothing new. Progress studies goes back at least to the days of Adam Smith and plenty of important scholars have been thinking about it ever since. Those scholars and policy advocates have long been engaged in trying to figure out what’s the secret sauce that powers economic growth and human prosperity. It’s just that we didn’t call that Progress Studies in the old days.

The reason Progress Studies is important is because technological innovation has been shown to be the fundamental driver in improvements in human well-being over time.  When we can move the needle on progress, it helps individuals extend and improve their lives, incomes, and happiness. By extension, progress helps us live lives of our choosing. As Hans Rosling brilliantly argued, the goal of expanding innovation opportunities and raising incomes “is not just bigger piles of money” or more leisure time. “The ultimate goal is to have the freedom to do what we want.” Continue reading →

[last updated 4/3/2025 – Check my Medium page for latest posts]

This a running list of all the essays and reports I’ve already rolled out on the governance of artificial intelligence (AI), machine learning (ML), and robotics. Why have I decided to spend so much time on this issue? Because this will become the most important technological revolution of our lifetimes. Every segment of the economy will be touched in some fashion by AI, ML, robotics, and the power of computational science. It should be equally clear that public policy will be radically transformed along the way.

Eventually, all policy will involve AI policy and computational considerations. As AI “eats the world,” it eats the world of public policy along with it. The stakes here are profound for individuals, economies, and nations. As a result, AI policy will be the most important technology policy fight of the next decade, and perhaps next quarter century. Those who are passionate about the freedom to innovate need to prepare to meet the challenge as proposals to regulate AI proliferate.

There are many socio-technical concerns surrounding algorithmic systems that deserve serious consideration and appropriate governance steps to ensure that these systems are beneficial to society. However, there is an equally compelling public interest in ensuring that AI innovations are developed and made widely available to help improve human well-being across many dimensions. And that’s the case that I’ll be dedicating my life to making in coming years.

Here’s the list of what I’ve done so far. I will continue to update this as new material is released: Continue reading →

Why is it illegal in many states to purchase an electric vehicle directly from a manufacturer? In this new Federalist Society podcast, Univ. of Michigan law school professor Daniel Crane and I examine how state protectionist barriers block choice and innovation for no good reason whatsoever. The only group that benefits from these protectionist, anti-consumer direct sales bans are local car dealers who don’t want the competition.

Additional Reading :

Wishful thinking is a dangerous drug. Some pundits and policymakers believe that, if your intentions are pure and you have the “right” people in power, all government needs to do is sprinkle a little pixie dust (in the form of billions of taxpayer dollars) and magical things will happen.

Of course, reality has a funny way of throwing a wrench into the best-laid plans. Which brings me to the question I raise in a new 2-part series for  Discourse magazine: Can governments replicate Silicon Valley everywhere?

In the first installment, I explore the track record of federal and state attempts to build tech clusters, science parks & “regional innovation hubs” using state subsidies and industrial policy. This is highly relevant today because of the huge new industrial policy push at the federal level is building on top of growing state and local efforts to create tech hubs, science parks, or various other types of industrial “clusters.

At the federal level, this summer, the Senate passed a 2,300-page industrial policy bill, the “United States Innovation and Competition Act of 2021,” that included almost $10 billion over four years for a Department of Commerce-led effort to fund 20 new regional technology hubs, “in a manner that ensures geographic diversity and representation from communities of differing populations.” A similar proposal that is moving in the House, the “Regional Innovation Act of 2021,” proposes almost $7 billion over five years for 10 regional tech hubs. Meanwhile, the Biden administration also is pitching ideas for new high-tech hubs. In late July, the Commerce Department’s Economic Development Administration announced plans to allocate $1 billion in pandemic recovery funds to create or expand “regional industry clusters” as part of the administration’s new Build Back Better Regional Challenge. Among the possible ideas the agency said might win funding are an “artificial intelligence corridor,” an “agriculture-technology cluster” in rural coal counties, a “blue economy cluster” in coastal regions, and a “climate-friendly electric vehicle cluster.”

In my essay, I note that the economic literature on these efforts has been fairly negative, to put it mildly. Continue reading →

In a new essay in The Dallas Morning News (“Licensing restrictions for health care workers need to be flexible to fight coronavirus“),  Trace Mitchell and I discuss recent efforts to reform occupational licensing restrictions for health care workers to help fight the coronavirus.  Trace and I have written extensively about the need for licensing flexibility over the past couple of years, but it is needed now more than ever. Luckily, some positive reforms are now underway.

We highlight efforts in states like Massachusetts and Texas to reform their occupational licensing rules in response to the crisis, as well as federal reforms aimed at allowing reciprocity across state lines. We conclude by noting that:

It should not take a crisis of this magnitude for policymakers to reconsider the way we prevent fully qualified medical professionals from going where they are most needed. But that moment is now upon us. More leaders would be wise to conduct a comprehensive review of regulatory burdens that hinder sensible, speedy responses to the coronavirus crisis.

If nothing else, the relaxation of these rules should give us a better feel for how necessary strict licensing requirements truly are. Chances are, we will learn just how costly the regulations have been all along.

ImageCongress has become a less important player in the field of technology policy. Why did that happen, and what are the ramifications for technological governance efforts going forward?

I’ve spent almost 30 years covering technology policy. There was a time in my life when I spent almost all my time as a policy analyst preoccupied with developments in the federal legislative arena. I lived in the trenches of Capitol Hill and interacted with lawmakers and their staff morning, noon, and night.

In recent years, however, I have spent very little time focused on the Legislative Branch because it has effectively become a non-actor on technology policy. It is not that congressional lawmakers stopped caring about tech policy. Interest actually remains quite high—perhaps higher than ever before. Congress also continues to introduce lots of bills, host plenty of hearings, and issue mountains of press releases related to tech policy issues.

Nonetheless, all that interest and activity has not really translated into much important legislation. Continue reading →

[Cross-posted to Medium.]

The spread of “sanctuary cities”—local governments that resist federal laws or regulations in some fashion, and typically for strongly-held moral reasons—is one of the most interesting and controversial governance developments of recent decades. Unfortunately, the concept receives only a selective defense from people when it fits their narrow political objectives, such as sanctuary movements for immigration and gun rights.

But there is broader case to be made for sanctuaries in many different contexts as a way to encourage experiments in alternative governance models and just let people live lives of their choosing. The concept faces many challenges in practice, however, and I remain skeptical that sanctuary cities will ever scale up and become a widespread governance phenomenon. There’s just too much for federal officials to lose and they likely will crush any particular sanctuary movement that gains serious steam.

Sanctuary Cities as Political Civil Disobedience

First, let’s think about what local officials are really doing when they declare themselves a sanctuary. (Because they can be formed by city, county, or state governments, I will just use “sanctuaries” as a shorthand throughout this essay.)

Academics use the term “rule departure” when referencing “deliberate failures, often for conscientious reasons, to discharge the duties of one’s office.” [Joel Feinberg, “Civil Disobedience in the Modern World,” in Humanities in Society, Vol. 2, No. 1, 1979, p 37.] In this sense, sanctuary cities could be viewed as a type of collective civil disobedience by public officials because these governance arrangements are typically defended on moral grounds and represent an active form of resistance to policies imposed by higher-ups. Continue reading →

by Adam Thierer and Trace Mitchell

This essay originally appeared on The Washington Examiner on September 12, 2019.

You won’t find President Trump agreeing with Hillary Clinton and Barack Obama on many issues, but the need for occupational licensing reform is one major exception. They, along with many other politicians and academics both Left and Right, have identified how state and local “licenses to work” restrict workers’ opportunities and mobility while driving up prices for consumers.

Of course, not everybody has to agree with high-profile Democrats and Republicans, but let’s at least welcome the chance to discuss something important without defaulting to our partisan bunkers.

This past week, for example, ThinkProgress published an article titled “Koch Brothers’ anti-government group promotes allowing unlicensed, untrained cosmetologists.” Centered around an Americans for Prosperity video highlighting the ways in which occupational licensing reform could lower some of the barriers that prevent people from bettering their lives, the article painted a picture of an ideologically driven, right-wing movement.

In reality, it’s anything but that. Continue reading →

[This essay originally appeared on the AIER blog on May 23, 2019 under the title, “Spring Cleaning for the Regulatory State.”]


Spring is in full blossom, and many of us are in the midst of our annual house-cleaning ritual. A regular deep clean makes good sense because it makes our living spaces more orderly and gets rid of the gunk and grime that has amassed over the past year.

Unfortunately, governments almost never engage in their own spring-cleaning exercise. Statutes and regulations continue to accumulate, layer by layer, until they suffocate not only economic opportunity, but also the effective administration of government itself. Luckily, some states have realized this and have taken steps to help address this problem.

Mountains of Regulations

First, here are some hard facts about regulatory accumulation:

  • Red tape grows: Since the first edition of his annual publication Ten Thousand Commandments in 1993, Wayne Crews has documented how federal agencies have issued 101,380 rules. Other reports find agency staffing levels jumped from 57,109 to 277,163 employees from 1960 to 2017, while agency budgets swelled in real terms from $3 billion in 1960 to $58 billion in 2017 (2009$).
  • Nothing ever gets cleaned up: A Deloitte survey of U.S. Code reveals that 68 percent of federal regulations have never been updated and that 17 percent have only been updated once. If a company never updated its business model, it would fail eventually. But governments get away with doing the same thing without any fear of failure. “If it were a country, U.S. regulation would be the world’s eighth-largest economy, ranking behind India and ahead of Italy,” Crews notes.
  • The burden of regulatory accumulation is getting worse: “The estimate for regulatory compliance and economic effects of federal intervention is $1.9 trillion annually,” Crews finds, which is equal to 10 percent of the U.S. gross domestic product for 2017. When federal spending is added to regulatory costs are added to federal spending, Crews finds, the burden equals $4.173 trillion, or 30 percent of the entire economy. Mercatus Center research has found that “economic growth in the United States has, on average, been slowed by 0.8 percent per year since 1980 owing to the cumulative effects of regulation.” This means that “the US economy would have been about 25 percent larger than it actually was as of 2012” if regulation had been held to roughly the same aggregate level it stood at in 1980.

In sum, the evidence shows that the red tape is growing without constraint, hindering entrepreneurship and innovation, deterring new investment, raising costs to consumers, limiting worker opportunities/wages, and undermining economic growth.

Regulations accumulate in this fashion because the administrative state is on autopilot. Legislatures pass broad statutes delegating ambiguous authority to agencies. Bureaucrats are then free to roll the regulatory snowball down the hill until it has become so big that its momentum cannot be stopped.

The Death of Common Sense

Policy makers enact new rules with the best of intentions, of course, but we should not assume that the untrammeled growth of the regulatory state produces positive results. There is no free lunch, after all. Every regulation is a restriction on opportunities for experimentation with new and potentially better ways of doing things. Sometimes such restrictions make sense because regulations can pass a reasonable cost-benefit test. It would be foolish to assume that all regulations on the books do.

Spring cleaning for the regulatory state, therefore, should be viewed as an exercise in “good governance.” The goal is not to get rid of all regulations. The goal is to make sure that rules are reasonable and cost-effective so that the public can actually understand the law and get the highest value out of their government institutions.

Philip K. Howard, founder and chair of the nonprofit coalition Common Good and the author of The Death of Common Sense, has written extensively about how regulatory accumulation has become a chronic problem. “Too much law,” he argues, “can have similar effects as too little law.” “People slow down, they become defensive, they don’t initiate projects because they are surrounded by legal risks and bureaucratic hurdles,” Howard notes. “They tiptoe through the day looking over their shoulders rather than driving forward on the power of their instincts. Instead of trial and error, they focus on avoiding error.”

In such an environment, risk-taking and entrepreneurialism are more challenging and economic dynamism suffers. But regulatory accumulation also hurts the quality of government institutions and policies, which become fundamentally incomprehensible or illogical. “Society can’t function when stuck in a heap of accumulated mandates of past generations,” Howard concludes. This is why an occasional regulatory house cleaning is essential to unleash economic opportunity and improve the functioning of our democratic institutions.

Regulatory House Cleaning Begins

Reforms to address this problem are finally happening. In a series of new essays, my colleague James Broughel has documented how several states — including IdahoOhioVirginia, and New Jersey — are undertaking serious efforts to get regulatory accumulation under control. They are utilizing a variety of mechanisms, including “regulatory reduction pilot programs” and “red tape review commissions.” Recently, Idaho actually initiated a sunset of its entire regulatory code and will now try to figure out how to clean up its 8,200 pages of regulations containing 736 chapters of state rules.

Meanwhile, other states are undertaking serious reform in one of the worst forms of regulatory accumulation: occupational licenses. The Federal Trade Commission notes that roughly 30 percent of American jobs require a license today, up from less than 5 percent in the 1950s. Research by economist Morris Kleiner and others finds that “restrictions from occupational licensing can result in up to 2.85 million fewer jobs nationwide, with an annual cost to consumers of $203 billion.” And many of the rules do not even serve their intended purpose. A major 2015 Obama administration report on the costs of occupational licensing concluded that “most research does not find that licensing improves quality or public health and safety.”

ArizonaWest Virginia, and Nebraska are among the leaders in reforming occupational-licensing regimes using a variety of approaches. In some cases, the reforms sunset licensing rules for specific professions altogether. Other proposals grant workers reciprocity to use a license they obtained in another state. Finally, some states have proposed letting most professions operate without any license at all but then requiringall, but then require them to make it clear to consumers that they are unlicensed.

The Need for a Fresh Look

Sunsets are not silver-bullet solutions, and the recent experience with sunsetting and “de-licensing” requirements at the state level has been mixed because many legislatures ignore or circumvent requirements. Nonetheless, sunsets can still help prompt much-needed discussions about which rules make sense and which ones no longer do.

Sunsets can be forward-looking, too. I have proposed that when policy makers craft new laws, especially for fast-paced tech sectors, they should incorporate a clause that what we might think of as “the Sunsetting Imperative.” It would demand that any existing or newly imposed technology regulation should include a provision sunsetting the law or regulation within two years. Reforms like these are also sometimes referred to as “temporary legislation” or “fresh look” requirements. Policy makers can always reenact rules that are still relevant and needed.

By forcing a periodic spring cleaning, sunsets and fresh-look requirements can help stem the tide of regulatory accumulation and ensure that only those policies that serve a pressing need remain on the books. There is no good reason for governments not to clean up their messes on occasion, just like the rest of us have to.

Internet regulation advocates lost their fight at the FCC, which voted in December 2017 to rescind the 2015 Open Internet Order. Regulation advocates have now taken their “net neutrality” regulations to the states.

Some state officials–via procurement contracts, executive order, or legislation–are attempting to monitor and regulate traffic management techniques and Internet service provider business models in the name of net neutrality. No one, apparently, told these officials that government-mandated net neutrality principles are dead in the US.

As the litigation over the 2015 rules showed, o ur national laissez faire policy towards the Internet and our First Amendment guts any attempt to enforce net neutrality.  Recall that the 1996 amendments to the Communications Act announce a clear national policy about the Internet: Continue reading →