[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 →
Over at the Mercatus Center Bridge blog, Trace Mitchell and I just posted an essay entitled, “A Non-Partisan Way to Help Workers and Consumers,” which discusses the new Federal Trade Commission’s (FTC) Economic Liberty Task Force report on occupational licensing.
We applaud the FTC’s calls for greater occupational licensing uniformity and portability, but regret the missed opportunity to address root problem of excessive licensing more generally. But while FTC is right to push for greater occupational licensing uniformity and portability, policymakers need to confront the sheer absurdity of licensing so many jobs that pose
zero risk to public health & safety. Licensing has become completely detached from risk realities and actual public needs.
As the FTC notes, excessive licensing limits employment opportunities, worker mobility, and competition while also “resulting in higher prices, reduced quality, and less convenience for consumers.” These are unambiguous facts that are widely accepted by experts of all stripes. Both the Obama and Trump Administrations, for example, have been completely in league on the need for comprehensive licensing reforms. Continue reading →
In theory, the Food & Drug Administration (FDA) exists to save lives and improve health outcomes. All too often, however, that goal is hindered by the agency’s highly bureaucratic, top-down, command-and-control orientation toward drug and medical device approval.
Today’s case in point involves families of children with diabetes, many of whom are increasingly frustrated with the FDA’s foot-dragging when it comes to approval of medical devices that could help their kids. Writing today in
The Wall Street Journal, Kate Linebaugh discusses how “Tech-Savvy Families Use Home-Built Diabetes Device” to help their kids when FDA regulations limit the availability of commercial options. She documents how families of diabetic children are taking matters into their own hands and creating their own home-crafted insulin pumps, which can automatically dose the proper amount of proper amount of the hormone in response to their child’s blood-sugar levels. Families are building, calibrating, and troubleshooting these devices on their own. And the movement is growing. Linebaugh reports that:
More than 50 people have soldered, tinkered and written software to make such devices for themselves or their children. The systems—known in the industry as artificial pancreases or closed loop systems—have been studied for decades, but improvements to sensor technology for real-time glucose monitoring have made them possible.
The Food and Drug Administration has made approving such devices a priority and several companies are working on them. But the yearslong process of commercial development and regulatory approval is longer than many patients want, and some are technologically savvy enough to do it on their own.
Linebaugh notes that this particular home-built medical project (known as OpenAPS), was created by Dana Lewis, a 27-year-old with Type 1 diabetes in Seattle. Linebaugh says that: Continue reading →
I’ve just released a short new paper, co-authored with my Mercatus Center colleagues Christopher Koopman and Matthew Mitchell, on “The Sharing Economy and Consumer Protection Regulation: The Case for Policy Change.” The paper is being released to coincide with a Congressional Internet Caucus Advisory Committee event that I am speaking at today on “Should Congress be Caring About Sharing? Regulation and the Future of Uber, Airbnb and the Sharing Economy.”
In this new paper, Koopman, Mitchell, and I discuss how the sharing economy has changed the way many Americans commute, shop, vacation, borrow, and so on. Of course, the sharing economy “has also disrupted long-established industries, from taxis to hotels, and has confounded policymakers,” we note. “In particular, regulators are trying to determine how to apply many of the traditional ‘consumer protection’ regulations to these new and innovative firms.” This has led to a major debate over the public policies that should govern the sharing economy.
We argue that, coupled with the Internet and various new informational resources, the rapid growth of the sharing economy alleviates the need for much traditional top-down regulation. These recent innovations are likely doing a much better job of serving consumer needs by offering new innovations, more choices, more service differentiation, better prices, and higher-quality services. In particular, the sharing economy and the various feedback mechanism it relies upon helps solve the tradition economic problem of “asymmetrical information,” which is often cited as a rationale for regulation. We conclude, therefore, that “the key contribution of the sharing economy is that it has overcome market imperfections without recourse to traditional forms of regulation. Continued application of these outmoded regulatory regimes is likely to harm consumers.” Continue reading →
Anupam Chander, Director of the California International Law Center and Martin Luther King, Jr. Hall Research Scholar at the UC Davis School of Law, discusses his recent paper with co-author Uyen P. Lee titled The Free Speech Foundations of Cyberlaw. Chander addresses how the first amendment promotes innovation on the Internet; how limitations to free speech vary between the US and Europe; the role of online intermediaries in promoting and protecting the first amendment; the Communications Decency Act; technology, piracy, and copyright protection; and the tension between privacy and free speech.
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Ian Brown and Christopher T. Marsden’s new book, Regulating Code: Good Governance and Better Regulation in the Information Age, will go down as one of the most important Internet policy books of 2013 for two reasons. First, their book offers an excellent overview of how Internet regulation has unfolded on five different fronts: privacy and data protection; copyright; content censorship; social networks and user-generated content issues; and net neutrality regulation. They craft detailed case studies that incorporate important insights about how countries across the globe are dealing with these issues. Second, the authors endorse a specific normative approach to Net governance that they argue is taking hold across these policy arenas. They call their preferred policy paradigm “prosumer law” and it envisions an active role for governments, which they think should pursue “smarter regulation” of code.
In terms of organization, Brown and Marsden’s book follows the same format found in Milton Mueller’s important 2010 book Networks and States: The Global Politics of Internet Governance; both books feature meaty case studies in the middle bookended by chapters that endorse a specific approach to Internet policymaking. (Incidentally, both books were published by MIT Press.) And, also like Mueller’s book, Brown and Marsden’s Regulating Code does a somewhat better job using case studies to explore the forces shaping Internet policy across the globe than it does making the normative case for their preferred approach to these issues. Continue reading →
[UPDATE
4/30/13: This article was subsequently published in Volume 65, Issues 2 of the Federal Communications Law Journal in April 2013. The links below now point to the final FCLJ version.]
The Mercatus Center at George Mason University has just released a new paper by Brent Skorup and me entitled, “Uncreative Destruction: The War on Vertical Integration in the Information Economy.” Brent, who is the research director for the Information Economy Project at the George Mason University School of Law, and I have been working on this paper since the Spring and we are looking forward to getting it published in a law review shortly. The paper focuses on Tim Wu’s “separations principle” for the digital economy, something I’ve spent some time critiquing here in the past. Here’s the introduction from the 44-page paper that Brent and I just released:
Are information sectors sufficiently different from other sectors of the economy such that more stringent antitrust standards should be applied to them preemptively? Columbia Law School professor Tim Wu responds in the affirmative in his book The Master Switch: The Rise and Fall of Information Empires. Having successfully pushed net-neutrality regulation into the policy spotlight, Wu has turned his attention to what he regards as excessive market concentration and threats to free speech throughout the entire information economy.To support his call for increased antitrust intervention, Wu explains his view of competition in the information economy—a view that deviates substantially from current mainstream antitrust theory.
Continue reading →
The Mercatus Center at George Mason University has just released my new white paper, “The Perils of Classifying Social Media Platforms as Public Utilities.” [PDF] I first presented a draft of this paper last November at a Michigan State University conference on “The Governance of Social Media.” [Video of my panel here.]
In this paper, I note that to the extent public utility-style regulation has been debated within the Internet policy arena over the past decade, the focus has been almost entirely on the physical layer of the Internet. The question has been whether Internet service providers should be considered “essential facilities” or “natural monopolies” and regulated as public utilities. The debate over “net neutrality” regulation has been animated by such concerns.
While that debate still rages, the rhetoric of public utilities and essential facilities is increasingly creeping into policy discussions about other layers of the Internet, such as the search layer. More recently, there have been rumblings within academic and public policy circles regarding whether social media platforms, especially social networking sites, might also possess public utility characteristics. Presumably, such a classification would entail greater regulation of those sites’ structures and business practices.
Proponents of treating social media platforms as public utilities offer a variety of justifications for regulation. Amorphous “fairness” concerns animate many of these calls, but privacy and reputational concerns are also frequently mentioned as rationales for regulation. Proponents of regulation also sometimes invoke “social utility” or “social commons” arguments in defense of increased government oversight, even though these notions lack clear definition.
Social media platforms do not resemble traditional public utilities, however, and there are good reasons why policymakers should avoid a rush to regulate them as such. Continue reading →
PFF today released the fifth installment in our ongoing series on “The Wrong Way to Reinvent Media.” This series of papers explores various tax and regulatory proposals that would have government play an expanded role in supporting the press, journalism, or other media content. In the latest essay, Berin Szoka, Ken Ferree, and I discuss proposals for direct subsidies for failing media outlets and out-of-work journalists.
We argue taxpayer support for failing outlets and unemployed journalists implicates significant First Amendment concerns. On the whole, subsidies can make “journalists and media operators more dependent upon the State; compromise press independence and diminish public trust in the free press; and result in government discrimination in the politically inescapable dilemma of determining eligibility for subsidies.” Such an agenda would also entail huge cost to taxpayers—initially about $35 billion per year according to advocates—and would represent “a massive wealth transfer from one class of speakers to another…”
We warn that calls for seemingly beneficent bailouts “to save” the media and journalism may actually be driven by those who have something more nefarious in mind: a “post-corporate” world shorn of media capitalists, and “such radicalism must be rejected if we hope to sustain a truly free press and uphold America’s proud tradition of keeping a high and tight wall of separation between Press and State.”
The ideas within these and other essays in the series will be worked into a major PFF filing in the Federal Communications Commission’s (FCC) proceeding on the “Future of Media” on May 7. The paper may be viewed online here and I’ve attached it down below in a Scribd reader.
Continue reading →
As I’ve mentioned here previously, PFF has been rolling out a new series of essays examining proposals that would have the government play a greater role in sustaining struggling media enterprises, “saving journalism,” or promoting more “public interest” content. We’re releasing these as we get ready to submit a big filing in the FCC’s “Future of Media” proceeding (deadline is May 7th). Here’s a podcast Berin Szoka and I did providing an overview of the series and what the FCC is doing.
In the first installment of the series, Berin and I critiqued an old idea that’s suddenly gained new currency: taxing media devices or distribution systems to fund media content. In the second installment, I took a hard look at proposals to impose fees on broadcast spectrum licenses and channeling the proceeds to a “public square channel” or some other type of public media or “public interest” content.
In our latest essay, “The Wrong Way to Reinvent Media, Part 3: Media Vouchers,” Berin and I consider whether it is possible to steer citizens toward so-called “hard news” and get them to financially support it through the use of “news vouchers” or “public interest vouchers”? We argue that using the tax code to “nudge” people to support media — while less problematic than direct subsidies for the press — will likely raise serious issues regarding eligibility and be prone to political meddling. Moreover, it’s unlikely the scheme will actually encourage people to direct more resources to hard news but instead just become a method of subsidizing other content they already consume.
I’ve attached the entire essay down below.
Continue reading →
The Technology Liberation Front is the tech policy blog dedicated to keeping politicians' hands off the 'net and everything else related to technology.
Running List of My Research on AI, ML & Robotics Policy
by Adam Thierer on July 29, 2022 · 0 comments
[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 →