The Line: AI And The Future Of Personhood

by Mark R. DeLong

The cover of The Line: AI and the Future of Personhood by James Boyle shows a human head-shaped form in deep blue with a lattice of white lines connecting white dots, like a net or a network. A turquoise background with vertical white lines glows behind the featureless head. In the middle of the image, the title and the author's name are listed in horizontal yellow bars. The typeface is sans serif, with the title spelled in all capital letters.
Cover of The Line: AI and the Future of Personhood by James Boyle. The MIT Press and the Duke University TOME program have released the book using a Creative Commons CC BY-NC-SA license. The book is free to download and to reissue, augment, or alter following the license requirements. It can be downloaded here: https://doi.org/10.7551/mitpress/15408.001.0001.

Duke law professor James Boyle said an article on AI personhood gave him some trouble. When he circulated it over a decade ago, he recalled, “Most of the law professors and judges who read it were polite enough to say the arguments were thought provoking, but they clearly thought the topic was the purest kind of science fiction, idle speculation devoid of any practical implication in our lifetimes.” Written in 2010, the article, “Endowed by Their Creator?: The Future of Constitutional Personhood,” made its way online in March 2011 and appeared in print later that year. Now, thirteen years later, Boyle’s “science fiction” of personhood has shed enough fiction and fantasy to become worryingly plausible, and Boyle has refined and expanded his ideas in that 2011 article into a new thoughtful and compelling book.

In the garb of Large Language Models and Deep Learning, Artificial Intelligence has shocked us with their uncanny fluency, even though we “know” that under the hood the sentences come from clanky computerized mechanisms, a twenty-first century version of the Mechanical Turk. ChatGPT’s language displays only the utterance of a “stochastic parrot,” to use Emily Bender’s label. Yet, despite knowing the absence of a GPT’ed self or computerized consciousness, we can’t help but be amazed or even a tad threatened when an amiable ChatGPT, Gemini, or other chatbot responds to our “prompt” with (mostly) clear prose. We might even fantasize that there’s a person in there, somewhere.

Boyle’s new book, The Line: AI and the Future of Personhood (The MIT Press, 2024) forecasts contours of arguments, both legal and moral, that are likely to trace new boundaries of personhood. “There is a line,” he writes in his introduction. “It is a line that separates persons—entities with moral and legal rights—from nonpersons, things, animals, machines—stuff we can buy, sell, or destroy. In moral and legal terms, it is the line between subject and object.”

The line, Boyle claims, will be redrawn. Freshly, probably incessantly, argued. Messily plotted and retraced. Read more »



Monday, July 29, 2024

Chess, Greasy Pigs, and American Politics

by Mark Harvey

When eating an elephant take one bite at a time. ––Creighton Abrams

In the game of chess, some of the greats will concede their most valuable pieces for a superior position on the board. In a 1994 game against the grandmaster Vladimir Kramnik, Gary Kasparov sacrificed his queen early in the game with a move that made no sense to a middling chess player like me. But a few moves later Kasparov won control of the center board and marched his pieces into an unstoppable array. Despite some desperate work to evade Kasparov’s scheme, Kramnik’s king was isolated and then trapped into checkmate by a rook and a knight.

I like to think that President Biden played a bit of Kasparovian chess in delaying his withdrawal from the November election until after the Republican convention in Milwaukee. I don’t know if there’s any truth to my fantasy, but in many ways the timing was perfect. The entire Trump campaign was centered around defeating an aging president who was showing alarming signs of mental decline. Despite some real accomplishments like the passage of the infrastructure bill and multiple wins for conservation of the natural world, Biden appeared to be headed for defeat. The attempted assassination of Donald Trump galvanized an already cultish following and the Democratic Party was in the doldrums—vanquished and confused.

Oh what a difference a week makes!

At this writing, no one yet knows who the Democratic nominee will be now that Biden has withdrawn from the race, and frankly a lot of us aren’t that choosy as long as he or she has a pulse and beats Donald Trump in November. It appears that Kamala Harris will be chosen and money—the singular expression of enthusiasm in American politics—is rushing in like a storm. Harris raised more than $80 million in just 24 hours. Read more »

Monday, April 8, 2024

Third Places and American Libraries

by Mark Harvey

Don’t join the book burners. Don’t think you are going to conceal faults by concealing evidence that they ever existed. Don’t be afraid to go in your library and read every book…  —President Dwight Eisenhower, 1953

Andrew Carnegie

The other day I stopped in at one of those coworking spaces to see if it would be worth joining in an effort to increase my productivity. Productivity, in my case, is a fancy word to describe getting my taxes done on time, answering a few emails, staying atop some small businesses, and doing a little writing. I’m not exactly a threat to mainland China.

Unfortunately the place I visited had all the charm of a gulag in far east Russia, with poor lighting, and about four pale characters staring at their computer screens as if they could see the eternal void in the universe and had a longing to visit. No thanks.

It did get me thinking about “third places,” and libraries in particular. I believe the term, third place, was coined by the writer Ray Oldenburg in his book The Great Good Place. First places are our homes, second places are where we work, and third places are where we go to get relief from the first and second places. They include churches, libraries, pubs, cafes, parks, gyms, and clubs.

My second place is a beautiful ranch in Colorado, so I have little to complain about, but when it comes to the close work of being on a computer, I really value third places. Scholars have described Oldenburg’s third place as having eight features including neutrality, leveling qualities, accommodation, a low profile, and a sense of home. In short, it’s a place that is welcoming, not fancy, free of social hierarchies, free of dues, and imparts no obligation to be there. That perfectly describes American libraries, one of our greatest institutions. Read more »

Monday, March 4, 2024

On War: A St. Patrick’s Day Offering

by Barbara Fischkin

My 1985 photo of the priest who helped me to sneak into Armagh Jail, Father Raymond Murray: Jail chaplain, with former inmate Catherine Moore.

I arrived in Ireland in the mid-1980s to cover the seemingly intractable bloody conflict colloquially known as “The Troubles.” I studied up on materiel: Armalite rifles, homemade fertilizer bombs, the plastic bullets protestors ducked. And on the glossary of local politics: Loyalists were mostly Protestants who wanted to remain British citizens; Republicans were mostly Catholics who yearned for a united Irish nation. I interviewed people on both sides of the conflict but more women than men. I wanted to make their voices heard in the United States.

I was taken by one issue that had already created international headlines—the strip searches of female political prisoners.

But the stories I read did not quote the women who were being strip searched. They quoted politicians and  sociologists instead of the women themselves. The stories said the policy was routine, part of the process of getting inmates out of civilian clothes and into prisoner uniforms. Not true. This was actually a well-conceived British military psychological operation to humiliate the women, a technique intended to “break” the women.

I decided that the only way to write about this was to getting inside the 100-year-old stone walls of Her Majesty’s Prison Armagh—and to talk to the women directly.

But to get in, even to speak to only one woman, I had to lie. I could not say I was a reporter. I had to say I was a cousin, visiting from the states. The Northern Ireland Office, run by dutiful Protestant colonists controlled by the British, kept the press out. Perpetrators of abuse do not like publicity. Now, as St. Patrick’s Day approaches, and two larger wars rage—wars that unlike the one in Ireland threaten us all—my mind keeps racing back to what is better known as “Armagh Jail.” Read more »

Monday, February 12, 2024

Orange Creamsicles: Facing the Idiotic Within our Borders

by Mark Harvey

Trump Rally

In fiction, there is one story that never gets old: the good man or good woman who is imprisoned or abused, but through strength of character and the force of justice retakes their rightful place in the world. It can be the story of a woman violated by a man or degraded by her envious sisters, a giant of a man lashed down by Lilliputians, a patriot wrongly accused of a crime he didn’t commit or an entire town poisoned by the effluence of a shameless company.

What we love about these stories is the painful sense of injustice followed by a courageous walk to redemption. The dirtier the crime against our hero, the more delicious his or her comeback.

America is deep in the midst of this story. What we love about this country—its possibility to reinvent itself, its original aspiring words about freedom and equality, its grand universities, its thousands of life-changing inventions, its artists and scientists—is in the midst of being degraded and defiled by a bunch of craven, shrill, fake patriots. They’re called MAGATS.

Like many Americans, I tried hard to understand their complaints about the world after Donald Trump got elected in 2016. I read books and articles about how America’s rural states were ignored, about how the flyover states were being left behind, and about how the coastal elites were conspiring to create socialism under a deep state. I’m a bit of an empath so I really tried to walk in the MAGAT moccasins.

I took consideration of the fact that it’s really hard, if not impossible, to lead the old American life of raising a family on one income. I took consideration of the increasing disparities of income between the bottom quintile and the top one percent. Some of the complaints are legitimate, but MAGAT politicians show little interest in alleviating those things and mostly bring forth legislation that makes things worse. Read more »

Monday, January 15, 2024

Nicaragua and The Tragedy of Daniel Ortega

by Mark Harvey

Slaughterers of ideals with the violence of fate
Have cast man in the darkness of labyrinths intricate
To be the prey and carnage of hounds of war and hate.
–Ruben Dario, Nicaraguan Poet

Daniel Ortega in his Younger Years

Between my junior and senior years of college, I spent part of a summer in Costa Rica studying Spanish in the capitol city of San Jose. This was 1987 when the war was still going on in neighboring Nicaragua between the Sandinistas and the Contras. I met a young Texan studying Spanish at the same school and he and I hit it off and became friends. We were both interested in the war going on in Nicaragua and decided we’d fly up there for a few days to see what was really going on. On the day we were supposed to fly from Costa Rica to Managua, my friend called me and said he had decided not to go. I had a moment of hesitation, but having bought a plane ticket and very eager to see Nicaragua I decided to go on my own.

As our plane descended into the Managua airport, I saw a lot of military vehicles along the runway and began questioning my judgment: Americans were, after all, giving military aid to the Contras, the army fighting the newly established government under Daniel Ortega. Why on earth would the customs people let me into their country? But they did.

At the time visitors were required to exchange about $400 US for Nicaraguan currency and that amounted to a huge cellophane-wrapped package of Nicaraguan bills. In those days with the war going on, there was no easy way to line up lodging or transportation, so I walked out of the airport on a dark night with a huge package of currency in my hands and no idea where I was going to spend the night. Read more »

Monday, August 28, 2023

Supreme Corruption: The Highest Extort in the Land

by Mark Harvey

Out of the crooked timber of humanity, no straight thing was ever made. —Immanuel Kant

Justice Clarence Thomas

I have a couple of friends in my county who might be considered high-powered on the local level. One is a district judge and the other is a county commissioner. I’ve invited the judge to a few local gatherings that support relatively benign conservation groups. He has always declined, saying that he may at some point have to rule on one of their cases, so he doesn’t want any appearance of supporting the group outside of court. I recently invited the county commissioner to a benefit dinner for another conservation group. He accepted the invitation but insisted on paying his way through a donation to the organization as he didn’t want to accept any gift from me. Compared to some of the all-powerful Supreme Court justices like Clarence Thomas and Samuel Alito, who rule the land, their ethics are studied and consistent. On Chief Justice John Robert’s court, their ethics might be considered quaint and would find no home.

Thomas and Alito have both accepted extravagant paid vacations worth tens and hundreds of thousands of dollars by political operatives and businessmen who have a lot to gain from having Supreme Court decisions go their way. In Alito’s case, he joined hedge-fund billionaire Paul Singer on his jet to Alaska for a fishing trip in 2008 and then failed to recuse himself on a 2014 Supreme Court decision that ensured Singer netted billions of dollars from a business deal. ProPublica, arguably the best investigative journalism operation in the world, wrote about the story in June. Anticipating the story when ProPublica sent him a list of questions about the Singer trip, Alito wrote a sort of preemptive editorial in the Wall Street Journal defending the trip—before the story was even written.

Part of Alito’s defense of flying on Singer’s jet to Alaska was that there was an empty seat that would have otherwise gone unused. That feeble excuse harkens back to the days of the notoriously corrupt New York Alderman, George Washington Plunkitt, who made the famous distinction between “honest graft” and “dishonest graft.” Serving in the New York City government in the late 19th century, Plunkitt knew in advance what lands would be necessary to complete a public park. So he bought the land and then sold it to the city at a very tidy profit. As he put it, “There’s an honest graft, and I’m an example of how it works. I might sum up the whole thing by sayin’: ‘I seen my opportunities and I took ’em.’” Read more »

Monday, May 29, 2023

Responsibility Gaps: A Red Herring?

by Fabio Tollon

What should we do in cases where increasingly sophisticated and potentially autonomous AI-systems perform ‘actions’ that, under normal circumstances, would warrant the ascription of moral responsibility? That is, who (or what) is responsible when, for example, a self-driving car harms a pedestrian? An intuitive answer might be: Well, it is of course the company who created the car who should be held responsible! They built the car, trained the AI-system, and deployed it.

However, this answer is a bit hasty. The worry here is that the autonomous nature of certain AI-systems means that it would be unfair, unjust, or inappropriate to hold the company or any individual engineers or software developers responsible. To go back to the example of the self-driving car; it may be the case that due to the car’s ability to act outside of the control of the original developers, their responsibility would be ‘cancelled’, and it would be inappropriate to hold them responsible.

Moreover, it may be the case that the machine in question is not sufficiently autonomous or agential for it to be responsible itself. This is certainly true of all currently existing AI-systems and may be true far into the future. Thus, we have the emergence of a ‘responsibility gap’: Neither the machine nor the humans who developed it are responsible for some outcome.

In this article I want to offer some brief reflections on the ‘problem’ of responsibility gaps. Read more »

Monday, April 3, 2023

Open Letter Season: Large Language Models and the Perils of AI

by Fabio Tollon and Ann-Katrien Oimann

DALL·E 2 generated image

Getting a handle on the impacts of Large Language Models (LLMs) such as GPT-4 is difficult.  These LLMs have raised a variety of ethical and regulatory concerns: problems of bias in the data set, privacy concerns for the data that is trawled in order to create and train the model in the first place, the resources used to train the models, etc. These are well-worn issues, and have been discussed at great length, both by critics of these models and by those who have been developing them.

What makes the task of figuring out the impacts of these systems even more difficult is the hype that surrounds them. It is often difficult to sort fact from fiction, and if we don’t have a good idea of what these systems can and can’t do, then it becomes almost impossible to figure out how to use them responsibly. Importantly, in order to craft proper legislation at both national and international levels we need to be clear about the future harm these systems might cause and ground these harms in the actual potential that these systems have.

In the last few days this discourse has taken an interesting turn. The Future of Life Institute (FLI) published an open letter (which has been signed by thousands of people, including eminent AI researchers) calling for a 6-month moratorium on “Giant AI Experiments”. Specifically, the letter calls for “all AI labs to immediately pause for at least 6 months the training of AI systems more powerful than GPT-4”. Quite the suggestion, given the rapid progress of these systems.

A few days after the FLI letter, another Open Letter was published, this time by researchers in Belgium (Nathalie A. Smuha, Mieke De Ketelaere, Mark Coeckelbergh, Pierre Dewitte and Yves Poullet). In the Belgian letter, the authors call for greater attention to the risk of emotional manipulation that chatbots, such as GPT-4, present (here they reference the tragic chatbot-incited suicide of a Belgian man). In the letter the authors outline some specific harms these systems bring about, advocate for more educational initiatives (including awareness campaigns to better inform people of the risks), a broader public debate, and urgent stronger legislative actions. Read more »

Monday, November 21, 2022

Reclaiming the American Narrative

by Mark Harvey

“It is certain, in any case, that ignorance, allied with power, is the most ferocious enemy justice can have.” —James Baldwin

The election a couple of weeks ago came as a relief to many of us. It was not a feeling of happily getting back on track again but rather a sense of relief that we hadn’t entirely lost our democracy to shrill lunatics intent on building a bargain-bin version of American fascism. The Republican Party today is unrecognizable even to rock-ribbed Republicans. When someone from the Cheney family threatens to leave the party for its cowardice and extremism, you know you’re dealing with a party that has completely lost its way.

A Republican used to be someone like Dwight Eisenhower, a moderate who worked well with the opposing party, even meeting weekly with their leadership in the Senate and House. Eisenhower expanded social security benefits and, against the more right-wing elements of his party, appointed Earl Warren to be the Chief Justice of the Supreme Court. Warren, you’ll remember, wrote the majority opinion of Brown v Board of Education, Miranda v Arizona, and Loving v Virginia. If Dwight Eisenhower were alive today, he would be branded a RINO and a communist by his own party. I suspect he would become registered as unaffiliated. Read more »

Monday, August 8, 2022

Epicurus and the Ethics of Pleasure

by Dwight Furrow

If philosophy is not only an academic, theoretical discipline but a way of life, as many Ancient Greek and Roman philosophers thought, one way of evaluating a philosophy is in terms of the kind of life it entails.

On that score, if we’re playing the game of choose your favorite ancient philosopher, I would say I’m most inspired by the vision of Epicurus. This is not because he had compelling arguments for his views. The fragments of original texts that we have, and the unreliability of many of the commentaries of his contemporaries, leave us with little knowledge of his actual arguments. What is attractive about Epicurus is the vision of a good life that emerges from his work and life.

Unlike Plato and Aristotle at their academies or Stoic sages who populated the ruling class (or endured crushing hardship from the wrong side of that boot), Epicurus presided over “The Garden.” In that tranquil private space outside Athens, he and his followers gathered to enact a humble life of modest pleasure enjoying the bounty of the harvest with friends in conversation. The ideal was that even people of limited means could live a life of contentment and ease if they thought clearly about the nature of pleasure, grasped the need for moderation, and rejected superstitious religious and political beliefs that caused psychological turmoil. Read more »

Monday, July 4, 2022

Robots, Emotions, and Relational Capacities

by Fabio Tollon

The Talon Bomb Disposal Robot is used by U.S. Army Special Forces teams for remote-controlled explosive ordnance disposal.

I take it as relatively uncontroversial that you, dear reader, experience emotions. There are times when you feel sad, happy, relieved, overjoyed, pessimistic, or hopeful. Often it is difficult to know exactly which emotion we are feeling at a particular point in time, but, for the most part, we can be fairly confident that we are experiencing some kind of emotion. Now we might ask, how do you know that others are experiencing emotions? While, straightforwardly enough, they could tell you. But, more often than not, we read into their body language, tone, and overall behaviour in order to figure out what might be going on inside their heads. Now, we might ask, what is stopping a machine from doing all of these things? Can a robot have emotions? I’m not really convinced that this question makes sense, given the kinds of things that robots are. However, I have the sense whether or not robots can really have emotions is independent of whether we will treat as if they have emotions. So, the metaphysics seems to be a bit messy, so I’m going to do something naughty and bracket the metaphysics. Let’s take the as if seriously, and consider social robots.

Taking this pragmatic approach means we don’t need to have a refined theory of what emotions are, or whether agents “really” have them or not. Instead, we can ask questions about how likely it is that humans will attribute emotions or agency to robots. Turns out, we do this all the time! Human beings seem to have a natural propensity to attribute consciousness and agency (phenomena that are often closely linked to the ability to have emotions) to entities that look and behave as if they have those properties. This kind of tendency seems to be a product of our pattern tracking abilities: if things behave in a certain way, we put them in a certain category, and this helps us keep track of and make sense of the world around us.

While this kind of strategy makes little sense if we are trying to explain and understand the inner workings of a system, it makes a great deal of sense if all we are interested in is trying to predict how an entity might behave or respond. Consider the famous case of bomb-defusing robots, which are modelled on stick insects. Read more »

Monday, June 13, 2022

Stoicism: Is it Therapy or Philosophy?

by Dwight Furrow

One of the more remarkable developments in popular philosophy over the past 20 years is the rebirth of stoicism. Stoicism was an ancient Greek and Roman philosophy founded around 300 BCE by the merchant Zeno of Citium, in what is now Cyprus. Although, contemporary professional philosophers occasionally discuss Stoicism as a form of virtue ethics, most consider it to be a minor philosophical movement in the history of philosophy with limited influence. Yet it has captured the attention of the non-professional philosophical world with many websites and online communities devoted to its practice. Some estimate membership in these communities at about 100,000 participants. Stoicism has also played a seminal role in the development of cognitive/behavioral therapy in psychology.

The puzzle is why Stoicism is now having its moment—because it is genuinely weird.

To be sure, Stoic ethics gives some good advice. One central tenet is that we place far too much value on external things such as wealth, popularity, or prestige at the expense of moral virtue. In an age of celebrity worship, groveling for likes on social media, and a mad dash for cash, none of which does much to promote happiness, we could surely use more focus on what really matters in life. But this sort of advice isn’t unique to Stoicism. It is hard to imagine any mainstream ethical theory not condemning our fascination with bling, careerism, and greed. Nevertheless, the Stoic reasoning on these ethical matters is distinctive and important because it deeply shapes the practical advice that has made it so popular. Read more »

Monday, February 21, 2022

The Value of Metaphysics

by Dwight Furrow

Among the ideas in the history of philosophy most worthy of an eye-roll is Aristotle’s claim that the study of metaphysics is the highest form of eudaimonia (variously translated as “happiness” or “flourishing”) of which human beings are capable. The metaphysician is allegedly happier than even the philosopher who makes a well-lived life the sole focus of inquiry. “Arrogant,” self-serving,” and “implausible” come immediately to mind as a first response to the argument. It’s not at all obvious that philosophers, let alone metaphysicians, are happier than anyone else nor is it obvious why the investigation of metaphysical matters is more joyful or conducive to flourishing than the investigation of other subjects.

Is there an insight here to be salvaged? Can this implausible argument about the glorious lives of metaphysicians be separated from the rest of Aristotle’s argument that philosophy is not only a way of life but the quintessentially superior way of life?

Aristotle argued that the activity of all beings is governed by their characteristic function which drives developmental processes. Reason is the characteristic function of human beings, and it’s the perfection of our capacity to reason so that we come to know the truth about a subject matter that constitutes flourishing. All human activity is directed toward this goal of flourishing although most human beings haven’t grasped its true nature or lack the necessary habits and self-control to achieve it. Thus, our pursuit of it is confused. Read more »

Monday, November 22, 2021

A Neoliberal COP-out

by Fabio Tollon

From a heat dome in North America, people drowning in their basements in New York, and a climate famine in Madagascar, you would think we would have started to take the climate crisis seriously. This is to say nothing of the volumes of scientific evidence that support the theory that we are teetering on the edge of catastrophe and are in the middle of an extinction event. With this backdrop, you would be forgiven for thinking that an event with the purpose of addressing this crisis would propose significant changes to our current production and consumption patterns. As luck would have it, we seem to inhabit the worst of all possible worlds, where such a common-sense expectation is not met.

The 26th Conference of the Parties (or, COP26) promised much but delivered little. Before the event, there was a genuine sense that this might be a turning point in the fight against climate catastrophe: maybe world leaders could come to together and, for once, put the long-term welfare of our planet and those who inhabit it over short-term profit. Unfortunately, what emerged from COP26 was not very much of anything. Although the so-called Glasgow Climate Pact, agreed to at COP26, “moves the needle” it is nowhere near enough to stop global warming from exceeding the critical threshold of 1.5°C above pre-industrial levels (our current pathway is for an increase of  2.4°C).

What remains clear (and what was reinforced at COP) is that there remains a gigantic disconnect between what is needed to get a handle on the climate crisis and what is being proposed. Talks of $100bn in aid from the developed to the developing world fall far short of what is actually required. John Kerry, the chief American negotiator, echoed this point by claiming that it is not billions that we need, but trillions (between $2.6tn and $4.6tn, per year). Read more »

Monday, July 5, 2021

How Can We Be Responsible For the Future of AI?

by Fabio Tollon 

Are we responsible for the future? In some very basic sense of responsibility we are: what we do now will have a causal effect on things that happen later. However, such causal responsibility is not always enough to establish whether or not we have certain obligations towards the future.  Be that as it may, there are still instances where we do have such obligations. For example, our failure to adequately address the causes of climate change (us) will ultimately lead to future generations having to suffer. An important question to consider is whether we ought to bear some moral responsibility for future states of affairs (known as forward-looking, or prospective, responsibility). In the case of climate change, it does seem as though we have a moral obligation to do something, and that should we fail, we are on the hook. One significant reason for this is that we can foresee that our actions (or inactions) now will lead to certain desirable or undesirable consequences. When we try and apply this way of thinking about prospective responsibility to AI, however, we might run into some trouble.

AI-driven systems are often by their very nature unpredictable, meaning that engineers and designers cannot reliably foresee what might occur once the system is deployed. Consider the case of machine learning systems which discover novel correlations in data. In such cases, the programmers cannot predict what results the system will spit out. The entire purpose of using the system is so that it can uncover correlations that are in some cases impossible to see with only human cognitive powers. Thus, the threat seems to come from the fact that we lack a reliable way to anticipate the consequences of AI, which perhaps make us being responsible for it, in a forward-looking sense, impossible.

Essentially, the innovative and experimental nature of AI research and development may undermine the relevant control required for reasonable ascriptions of forward-looking responsibility. However, as I hope to show, when we reflect on technological assessment more generally, we may come to see that just because we cannot predict future consequences does not necessary mean there is a “gap” in forward looking obligation. Read more »

Monday, February 15, 2021

GPT-3 Understands Nothing

by Fabio Tollon

It is becoming increasingly common to talk about technological systems in agential terms. We routinely hear about facial recognition algorithms that can identify individuals, large language models (such as GPT-3) that can produce text, and self-driving cars that can, well, drive. Recently, Forbes magazine even awarded GPT-3 “person” of the year for 2020. In this piece I’d like to take some time to reflect on GPT-3. Specifically, I’d like to push back against the narrative that GPT-3 somehow ushers in a new age of artificial intelligence.

GPT-3 (Generative Pre-trained Transformer) is a third-generation, autoregressive language model. It makes use of deep learning to produce human-like texts, such as sequences of words (or code, or other data) after being fed an initial “prompt” which it then aims to complete. The language model itself is trained on Microsoft’s Azure Supercomputer, uses 175 billion parameters (its predecessor used a mere 1.5 billion) and makes use of unlabeled datasets (such as Wikipedia). This training isn’t cheap, with a price tag of $12 million. Once trained, the system can be used in a wide array of contexts: from language translation, summarization, question answering, etc.

Most of you will recall the fanfare that surrounded The Guardians publication of an article that was written by GPT-3. Many people were astounded at the text that was produced, and indeed, this speaks to the remarkable effectiveness of this particular computational system (or perhaps it speaks more to our willingness to project understanding where there might be none, but more on this later). How GPT-3 produced this particular text is relatively simple. Basically, it takes in a query and then attempts to offer relevant answers using the massive amounts of data at its disposal to do so. How different this is, in kind, from what Google’s search engine does is debatable. In the case of Google, you wouldn’t think that it “understands” your searches. With GPT-3, however, people seemed to get the impression that it really did understand the queries, and that its answers, therefore, were a result of this supposed understanding. This of course lends far more credence to its responses, as it is natural to think that someone who understands a given topic is better placed to answer questions about that topic. To believe this in the case of GPT-3 is not just bad science fiction, it’s pure fantasy. Let me elaborate. Read more »

Monday, September 7, 2020

Tax and the Ethical Community

by Chris Horner

Just about everybody knows what tax is for, and why they need to pay it. Most do so, with varying degrees of reluctance. A few do all they can to avoid paying it, using legal, and sometimes illegal methods. There is a sense that those who do dodge paying tax are doing something wrong, a sense that can be hard to articulate. I want to try to clarify and support people’s sense about tax avoidance as wrong. And I want to suggest why the issue of tax is importantly connected to our lives as social beings.  Why it’s not just about the cash, in other words. 

A lot of a people don’t like paying tax. But they obey the law, and in most cases see the link between the things the state provides and the tax they pay. But they wish they didn’t have to pay it. This is understandable, but misguided. It arises because of a misunderstanding about what tax is, and more than that, a failure to see what one’s place is in the social fabric: a sign that something has done wrong with the way we lead our collective lives. This failure creates an atmosphere in which tax avoidance comes to seem reasonable.

Tax avoidance should be viewed not only as wrong, but as a symptom of a social pathology. It concerns our nature as social creatures, and what it means to be free. Now, while there’s general agreement that there is a big difference between tax evasion (illegal: breaching the law to escape tax), and tax avoidance (legally minimising one’s tax liabilities), there is a lot of confusion about what one’s duties are here. Is it enough to not break the law? I say it isn’t. We should have the right attitude to tax, and failure to have that right attitude indicates something is amiss with the society we live in. I am not considering here the principled decision to withhold tax on ethical or political grounds. That is another matter and one with ramifications that I can’t get into now. I am just considering the general attitude to paying tax in the first place. Read more »

Monday, August 31, 2020

Are We Asking the Right Questions About Artificial Moral Agency?

by Fabio Tollon

Human beings are agents. I take it that this claim is uncontroversial. Agents are that class of entities capable of performing actions. A rock is not an agent, a dog might be. We are agents in the sense that we can perform actions, not out of necessity, but for reasons. These actions are to be distinguished from mere doings: animals, or perhaps even plants, may behave in this or that way by doing things, but strictly speaking, we do not say that they act.

It is often argued that action should be cashed out in intentional terms. Our beliefs, what we desire, and our ability to reason about these are all seemingly essential properties that we might cite when attempting to figure out what makes our kind of agency (and the actions that follow from it) distinct from the rest of the natural world. For a state to be intentional in this sense it should be about or directed towards something other than itself. For an agent to be a moral agent it must be able to do wrong, and perhaps be morally responsible for its actions (I will not elaborate on the exact relationship between being a moral agent and moral responsibility, but there is considerable nuance in how exactly these concepts relate to each other).

In the debate surrounding the potential of Artificial Moral Agency (AMA) this “Standard View” presented above is often a point of contention. The ubiquity of artificial systems in our lives can often lead to us believing that these systems are merely passive instruments. However, this is not always necessarily the case. It is becoming increasingly clear that intuitively “passive” systems, such as recommender algorithms (or even email filter bots), are very receptive to inputs (often by design). Specifically, such systems respond to certain inputs (user search history, etc.) in order to produce an output (a recommendation, etc.). The question that emerges is whether such kinds of “outputs” might be conceived of as “actions”. Moreover, what if such outputs have moral consequences? Might these artificial systems be considered moral agents? This is not to necessarily claim that recommender systems such as YouTube’s are in fact (moral) agents, but rather to think through whether this might be possible (now or in the future). Read more »

Monday, August 3, 2020

YouTube: Designed to Seduce?

by Fabio Tollon

In 2019 Buckey Wolf, a 26-year-old man from Seattle, stabbed his brother in the head with a four-foot long sword. He then called the police on himself, admitting his guilt. Another tragic case of mindless violence? Not quite, as there is far more going on in the case of Buckey Wolf: he committed murder because he believed his brother was turning into a lizard. Specifically, a kind of shape-shifting reptile that lives among us and controls world events. If this sounds fabricated, it’s unfortunately not. Over 12 million Americans believe (“know”) that such lizard people exist, and that they are to be found at the highest levels of government, controlling the world economy for their own cold-blooded interests. This reptilian conspiracy theory was first made popular by well-known charlatan David Icke.

What emerged from further investigation into the Wolf murder case was an interesting trend in his YouTube “likes” over the years. Here it was noted that his interests shifted from music to martial arts, fitness, media criticism, firearms and other weapons, and video games. From here it seems Wolf was thrown into the world of alt-right political content.

In a recent paper Alfano et al. study whether YouTube’s recommender system may be responsible for such epistemically retrograde ideation. Perhaps the first case of murder by algorithm? Well, not quite.

In their paper, the authors aim to discern whether technological scaffolding was at least partially involved in Wolf’s atypical cognition. They make use of a theoretical framework known as technological seduction, whereby technological systems try to read user’s minds and predict what they want. In these scenarios, such as when Google uses predictive text, we as users are “seduced” into believing that Google knows our thoughts, especially when we end up following the recommendations of such systems. Read more »