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 →
The race for artificial intelligence (AI) supremacy is on with governments across the globe looking to take the lead in the next great technological revolution. As they did before during the internet era, the US and Europe are once again squaring off with competing policy frameworks.
It seems the EU basically wants to have its cake and eat it too by marrying up an ambitious industrial policy with a precautionary regulatory regime. We’ve seen this show before. Europe is doubling down on the same policy regime it used for the internet and digital commerce. It did not work out well for the continent then, and there are reasons to think it will backfire on them again for AI technologies. Continue reading →
FCC Chairman Ajit Pai recently delivered an excellent speech at the Resurgent Conference, Austin, TX. In it, he stressed the importance of adopting a permissionless innovation policy vision to ensure a bright future for technology, economic growth, and consumer welfare. The whole thing is worth your time, but the last two paragraphs make two essential points worth highlighting.
Pai correctly notes that we should reject the sort of knee-jerk hysteria or technopanic mentality that sometimes accompanies new technologies. Instead, we should have some patience and humility in the face of uncertainty and be open to new ideas and technologies creations.
“Here’s the bottom line,” Pai concludes:
Whenever a technological innovation creates uncertainty, some will always have the knee-jerk reaction to presume it’s bad. They’ll demand that we do whatever’s necessary to maintain the status quo. Strangle it with a study. Call for a commission. Bemoan those supposedly left behind. Stipulate absolute certainty. Regulate new services with the paradigms of old.
But we should resist that temptation. “Guilty until proven innocent” is not a recipe for innovation, and it doesn’t make consumers better off. History tells us that it is not preemptive regulation, but permissionless innovation made possible by competitive free markets that best guarantees consumer welfare. A future enabled by the next generation of technology can be bright, if only we choose to let the light in.
Read the whole thing here. Good stuff. I also appreciate him citing my work on the topic, which you can find in my last book and other publications.
On May 3rd, I’m excited to be participating in a discussion with Yale University bioethicist Wendell Wallach at the Microsoft Innovation & Policy Center in Washington, DC. (RSVP here.) Wallach and I will be discussing issues we write about in our new books, both of which focus on possible governance models for emerging technologies and the question of how much preemptive control society should exercise over new innovations.
Of all the books of technological criticism or skepticism that I’ve read in recent years—and I have read stacks of them!—
A Dangerous Master is by far the most thoughtful and interesting. I have grown accustomed to major works of technological criticism being caustic, angry affairs. Most of them are just dripping with dystopian dread and a sense of utter exasperation and outright disgust at the pace of modern technological change.
Although he is certainly concerned about a wide variety of modern technologies—drones, robotics, nanotech, and more—Wallach isn’t a purveyor of the politics of panic. There are some moments in the book when he resorts to some hyperbolic rhetoric, such as when he frets about an impending “techstorm” and the potential, as the book’s title suggests, for technology to become a “dangerous master” of humanity. For the most part, however, his approach is deeper and more dispassionate than what is found in the leading tracts of other modern techno-critics.
This may be the best speech by a regulator that you will read in your entire life. Federal Communications Commission (FCC) Commissioner Robert McDowell delivered an address in Rome today entitled, “The Siren Call of “Please Regulate My Rival”: A Recipe for Regulatory Failure.” I highly recommend it (and not just because I’m cited in it!) It is infused with important insights about the ugly downsides of excessive regulation of technology markets.
McDowell is an astute student of regulatory history and he documents how, despite the best of intentions, economic regulation has often been turned into a tool that industry exploits for their own narrow interests. Sadly, examples of such “regulatory capture” are rampant, as I have documented here before. McDowell notes that many telecom and media companies “suffer from the ‘please regulate my rival’ malady of an industry that has been regulated too much and for too long. History is replete with such scenarios,” he says, “and the desire for more regulation for competitors always ends badly for the incumbent regulated industry in the form of unintended and harmful consequences.” That is exactly right.
I strongly encourage you to read the entire speech, but if you only have time to read one thing, make it the powerful and poetic closing paragraphs, which I have reprinted below:
Of all the shockingly naive and shamelessly self-serving editorials I’ve read by businesspeople in recent years, today’s Wall Street Journal oped by Netflix general counsel David Hyman really takes the cake. It’s an implicit plea to policymakers for broadband price controls. Hyman doesn’t like the idea of broadband operators potentially pricing bandwidth according to usage /demand and he wants action taken to stop it. Of course, why wouldn’t he say that? It’s in Netflix’s best interest to ensure that somebody else besides them picks up the tab for increased broadband consumption!
But Hyman tries to pull a fast one on the reader and suggest that scarcity is an economic illusion and that any effort by broadband operators to migrate to usage-based pricing schemes is simply a nefarious, anti-consumer plot that must be foiled. “Consumers and regulators need to take heed of what is happening and avoid winding up like the proverbial frog in a pot of boiling water,” Hyman warns. “It’s time to jump before it’s too late.”
Rubbish! The only thing policymakers need to do is avoid myopic, misguided advice like Hyman’s, which isn’t based on one iota of economic theory or evidence.
Last year, my PFF colleague Adam Thierer asked whether State AGs + NCMEC = The Net’s New Regulators? Adam noted that NCMEC, the National Center for Missing and Exploited Children, a private non-profit organization, was playing a law enforcement role in regulating child pornography—but without any clear mechanisms for ensuring its accountability and effectiveness. Adam’s point wasn’t just that transparency is a good thing, but that when it comes to a cause as important as protecting children from exploitation, it’s vital to ensuring that we’re that we’re actually doing a good job at it!
Yesterday, Emmanuel Lazaridis commented on that post:
Given the increasing regulatory and investigative powers of the NCMEC, it is no longer clear whether or not the [Freedom of Information Act] applies to NCMEC records. We are about to find out. I am right now bringing a case against the NCMEC in federal court for access to records under the FOIA and, failing that, for discovery under 28 U.S.C. § 1782(a).
Mr. Lazaridis’s complaint in the D.C. District Court claims that Lazaridis (a Greek national) has been unfairly deemed a fugitive from U.S. justice for having taken his daughter to Greece over the objections of the girl’s American mother, Lazaridis’s ex-wife. NCMEC got involved by placing the girl on their MissingKids.com registry of abducted children. Lazaridis wants the court to recognize his custody, deem him not to be a fugitive, and to order NCMEC to turn over all their records on the girl.
This is, of course, just one side of the story (and such cases are usually so complicated as to be indecipherable to outsiders). But even if Lazaridis’s case were wholly without merit, his basic argument would be a sound one: Why shouldn’t NCMEC, in exercising any of its essentially governmental functions, be subject to the same accountability requirements through FOIA as the FBI would be?
When the issue is the Lazaridis family’s trans-Atlantic custody battle, it may seem easy to ignore this question. But when NCMEC is essentially making policy regarding filtering Internet content, blacklistingwebsites, turning over user logs to law enforcement, or “cleaning up” Craigslist, the question of NCMEC’s accountability under FOIA cannot be avoided as a critical decision about the future of Internet governance. Continue reading →
The painful issue of cyberbullying has recently taken center stage in the ongoing debate about online child safety. Last week I wrote about Lori Drew’s acquittal on charges related to Megan Meier’s tragic suicide, suggesting that the judge in the case was right to overturn her conviction on a very expansive reading of the federal anti-hacking statute. While I think that decision was necessary on legal grounds, it’s sure to add “fuel to the fire” of calls for “action” in Congress. Thus, I emphasized that observers of the case need to separate their understandable outrage from the from the questions of (1) whether that statute was properly applied and (2) how the law should treat such cases in the future.
Cyberharassment generally: people of all ages using the Internet to harass each other
Adult-on-kid cyberharassment: For example, Lori Drew’s alleged (but still unclear) role in the Megan Meier case
In a nutshell, we argue that education is the better approach to cyberbullying (Problem #1)—an approach taken by a bill introduced in the Senate by Sen. Robert Menendez (D-NJ) and in the House by Rep. Debbie Wasserman Schultz (D-FL) . We go on to argue that, while it would be difficult to create criminal sanctions for cyberharassment generally (Problem #2) without infringing free speech and due process rights, it might be possible to craft laws narrowly tailored to cyberharassment of kids by adults (Problem #3). Continue reading →
As TLF readers may know, I took over in July as Chairman of the Board of the Space Frontier Foundation. As I explained in my recent interview on The Space Show, SFF has been the leading citizens’ advocacy group for space commercialization since 1988. Dedicated to promoting Princeton physicist Gerard O’Neill‘s vision of space settlement, as described in his 1976 masterpiece The High Frontier, the Foundation has always argued that “space is a place, not a program.”
We sent out the following press release on October 28, calling for a major transformation of the U.S. government’s space program by which the U.S. government would buy commercial transportation to the International Space Station. We’ll have more to say about this in the coming weeks.
Space Frontier Foundation Finds Funding Source for COTS-D
The Space Frontier Foundation today called upon Presidential candidates Barack Obama and John McCain to invest the $2 billion in new funds they have promised to NASA for reducing the “Gap” in U.S. human spaceflight (after the Space Shuttle is retired in 2010) to spur innovation and competition in America.
Foundation Chairman Berin Szoka said “It’s time that our national leaders give American entrepreneurs a shot at closing this gap. Let’s take the two billion dollars in the candidates’ plans and fund up to five winners of COTS-D.”
The NASA Authorization Act of 2008, recently signed into law by the President, directs NASA to “issue a notice of intent [by mid-April 2009] … to enter into a funded, competitively awarded Space Act Agreement with two or more commercial entities’ for transporting humans to the ISS”-the “Capability D” of NASA’s Commercial Orbital Transportation Services program (or COTS-D for short). But that directive is not yet funded.
Szoka continued, “Let’s have an American competition in space – to create good jobs, fuel innovation, and close the gap more quickly. With private funds matching government’s investment, we can dramatically leverage the $2 billion to produce breakthroughs in a new American industry – commercial orbital human spaceflight.” Continue reading →
The Federal Circuit significantly limited the patentability of software and business methods today. Mike Masnick at TechDirt summarizes the holding of the case as follows:
the court has said that there’s a two-pronged test to determine whether a software of business method process patent is valid: (1) it is tied to a particular machine or apparatus, or (2) it transforms a particular article into a different state or thing. In other words, pure software or business method patents that are neither tied to a specific machine nor change something into a different state are not patentable.
I’m sure several of my TLF colleagues will have a great deal to say about this. Tim Lee has already written about this on Ars Technica:
The Bilski decision, then, is a clear signal that the pendulum has begun to swing back toward tighter limits on software and business patents. However, it remains to be seen how far the court will go in this direction. Bilski was a relatively easy case. The applicant made little effort to hide the fact that he was seeking to patent a mental process, something the Supreme Court has clearly said is not allowed. Therefore, the Federal Circuit’s rejection of this patent doesn’t tell us how it will rule when confronted with software or business method patents that are tied more directly to a physical machine or a transformation of matter. And indeed, the Federal Circuit reiterated that some software and business method patents are valid, so we are unlikely to return to the near-prohibition on such patents that prevailed until the early 1980s.
The Technology Liberation Front is the tech policy blog dedicated to keeping politicians' hands off the 'net and everything else related to technology. Learn more about TLF →
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 →