Business Law Prof Blog

Are Lawyers, Lawmakers, and Law Professors Really Ready for AI in 2024?

We just finished our second week of the semester and I’m already exhausted, partly because I just submitted the first draft of a law review article that’s 123 pages with over 600 footnotes on a future-proof framework for AI regulation to the University of Tennessee Journal of Business Law. I should have stuck with my original topic of legal ethics and AI.

But alas, who knew so much would happen in 2023? I certainly didn’t even though I spent the entire year speaking on AI to lawyers, businesspeople, and government officials. So, I decided to change my topic in late November as it became clearer that the EU would finally take action on the EU AI Act and that the Brussels effect would likely take hold requiring other governments and all the big players in the tech space to take notice and sharpen their own agendas.

But I’m one of the lucky ones because although I’m not a techie, I’m a former chief privacy officer, and spend a lot of time thinking about things like data protection and cybersecurity, especially as it relates to AI. And I recently assumed the role of GC of an AI startup. So, because I’m tech-adjacent, I’ve spent hours every day immersed in the legal and tech issues related to large and small language models, generative AI (GAI), artificial general intelligence (AGI), APIs, singularity, the Turing test, and the minutiae of potential regulation around the world. I’ve become so immersed that I actually toggled between listening to the outstanding Institute for Well-Being In Law virtual conference and the FTC’s 4-hour tech summit yesterday with founders, journalists, economists, and academics. Adding more fuel to the fire, just before the summit kicked off, the FTC announced an inquiry into the partnerships and investments of  Alphabet, Inc., Amazon.com, Inc., Anthropic PBC, Microsoft Corp., and OpenAI, Inc. Between that and the NY Times lawsuit against OpenAI and Microsoft alleging billions in damages for purported IP violations, we are living in interesting times.

If you’ve paid attention to the speeches at Davos, you know that it was all AI all the time. I follow statements from the tech leaders like other people follow their fantasy football stats or NCAA brackets. Many professors, CEOs, and general consumers, on the other hand, have been caught by surprise by the very rapid acceleration of the developments, particularly related to generative AI.

However, now more members of the general public are paying attention to the concept of deepfakes and demanding legislation in part because the supernova that is Taylor Swift has been victimized by someone creating fake pornographic images of her. We should be even more worried about the real and significant threat to the integrity of the fifty global elections and occurring in 2024 where members of the public may be duped into believing that political candidates have said things that they did not, such as President Biden telling people not to vote in the New Hampshire primary and to save their votes for November.

For those of us who teach in law schools in the US and who were either grading or recovering from grading in December, we learned a few days before Christmas that Lexis was rolling out its AI solution for 2Ls and 3Ls. Although I had planned to allow and even teach my students the basics of prompt engineering and using AI as a tool (and not a substitute for lawyering) in my business associations, contract drafting, and business and human rights class, now I have to also learn Lexis’ solution too. I feel for those professors who still ban the use of generative AI or aren’t equipped to teach students how to use it ethically and effectively.

Even so, I’m excited and my students are too. The legal profession is going to change dramatically over the next two years, and it’s our job as professors to prepare our students. Thompson Reuters, the ABA, and state courts have made it clear that we can’t sit by on the sidelines hoping that this fad will pass.

Professionally, I have used AI to redraft an employee handbook in my client’s voice (using my employment law knowledge, of course), prepare FAQs for another client’s code of conduct in a very specialized industry, prepare interview questions for my podcast, and draft fact patterns for simulations for conferences and in class. I’ve also tested its ability to draft NDAs and other simple agreements using only ChatGPT. It didn’t do so well there, but that’s because I know what I was looking for. And when I gave additional instructions, for example, about drafting a mutual indemnification clause and then a separate supercap, it did surprisingly well. But I know what should be in these agreements. The average layperson does not, something that concerns Chief Justice Roberts and should concern us all.

How have you changed your teaching with the advent of generative AI? If you’re already writing or teaching about AI or just want more resources, join the 159 law professors in a group founded by Professors April Dawson and Dan Linna. As for my law review article, I’m sure a lot of it will be obsolete by the time it’s published, but it should still be an interesting, if not terrifying, read for some.

Generative AI Is the Greatest Thing Since the Discovery of Fire And/Or Will Kill Us All

Depending on who you talk to, you get some pretty extreme perspectives on generative AI. In a former life, I used to have oversight of the lobbying and PAC money for a multinational company. As we all know, companies never ask to be regulated. So when an industry begs for regulation, you know something is up. 

Two weeks ago, I presented the keynote speech to the alumni of AESE, Portugal’s oldest business school, on the topic of my research on business, human rights, and technology with a special focus on AI. If you're attending Connecting the Threads in October, you'll hear some of what I discussed.

I may have overprepared, but given the C-Suite audience, that’s better than the alternative. For me that meant spending almost 100 hours  reading books, articles, white papers, and watching videos by data scientists, lawyers, ethicists, government officials, CEOs, and software engineers. 

Because I wanted the audience to really think about their role in our future, I spent quite a bit of time on the doom and gloom scenarios, which the Portuguese press highlighted. I cited the talk by the creators of the Social Dilemma, who warned about the dangers of social media algorithms and who are now raising the alarms about AI's potential existential threat to humanity in a talk called the AI Dilemma.

I used statistics from the Future of Jobs Report from the World Economic Forum on potential job displacement and from Yale's Jeffrey Sonnenfeld on what CEOs think and are planning for. Of the 119 CEOs from companies like Walmart, Coca-Cola, Xerox and Zoom, 34% of CEOs said AI could potentially destroy humanity in ten years, 8% said that it could happen in five years,  and 58% said that could never happen and they are “not worried.” 42% said the doom and gloom  is overstated, while 58% said it was not. I told the audience about deepfakes where AI can now mimic someone's voice in three seconds.

But in reality, there's also a lot of hope. For the past two days I've been up at zero dark thirty to watch the live stream of the AI For Good Global Summit in Geneva. The recordings are available on YouTube. While there was a more decidedly upbeat tone from these presenters, there was still some tamping down of the enthusiasm.

Fun random facts? People have been using algorithms to make music since the 60s. While many are worried about the intellectual property implications for AI and the arts, AI use was celebrated at the summit. Half of humanity's working satellites belong to Elon Musk. And  a task force of 120 organizations is bringing the hammer down on illegal deforestation in Brazil using geospatial AI. They've already netted 2 billion in penalties. 

For additional perspective, for two of the first guests on my new podcast, I've interviewed lawyer and mediator, Mitch Jackson, an AI enthusiast, and tech veteran, Stephanie Sylvestre, who's been working with OpenAI for years and developed her own AI product somehow managing to garner one million dollars worth of free services for her startup, Avatar Buddy. Links to their episodes are here (and don't forget to subscribe to the podcast).

If you’re in business or advising business, could you answer the following questions I asked the audience of executives and government officials in Portugal?

• How are you integrating human rights considerations into your company's strategy and decision-making processes, particularly concerning the deployment and use of new technologies?

 

• Can you describe how your company's corporate governance structure accounts for human rights and ethical considerations, particularly with regards to the use and impact of emerging technologies?

 

• How are you planning to navigate the tension between increasing automation in your business operations and the potential for job displacement among your workforce?

 

• How does your company approach balancing the need for innovation and competitive advantage with the potential societal and human rights impact of technologies like facial recognition and surveillance?

 

• In what ways is your company actively taking steps to ensure that your supply chain, especially for tech components, is free from forced labor or other human rights abuses?

 

• As data becomes more valuable, how is your company ensuring ethical data collection and usage practices? Are these practices in line with both domestic and international human rights and privacy standards?

 

• What steps are you taking to ensure digital accessibility and inclusivity, thereby avoiding the risk of creating or enhancing digital divides?

 

• How is your company taking into account the potential environmental impacts of your technology, including e-waste and energy consumption, and what steps are being taken to mitigate these risks while promoting sustainable development?

 

• What financial incentives do you have in place to do the ”right thing” even if it’s much less profitable? What penalties do you have in place for the “wrong” behavior?

 

• Will governments come together to regulate or will the fate of humanity lie in the hands of A few large companies?

Luckily, we had cocktails right after I asked those questions.

Are you using generative AI like ChatGPT4 or another source in your business 0r practice? If you teach, are you integrating it into the classroom? I'd love to hear your thoughts. 

Spring 2021 Reading

On sabbatical, so this was a pretty good semester of reading (for me). 23 books and two online courses. A good bit about contemplation and religion with some philosophy and fiction. The Remains of the Day and A River Runs Through It were probably my two favorite, though the Merton and Willard books were meaningful too.  

Private Government: How Employers Rule Our Lives (and Why We Don’t Talk About it) - Elizabeth Anderson (2017)  (Philosophy). Tanner Lectures on Human Values at Princeton University. Four commenting essays by different professors follow, then Professor Anderson responds. Her main claim is that Adam Smith and others envisioned a free market with large amounts of self-employment. But powerful modern employers have become “unaccountable communist dictators” who use the rhetoric of freedom, but provide very little of it within their firms. Many employees have no “dignity, standing, or autonomy” in their firms and Anderson calls for more of an employee role in governance, perhaps along the German codetermination model. 

Invitation to Solitude and Silence- Ruth Haley Barton (2004) (Religion). “We are starved for quiet, to hear the sound of sheer silence that is the presence of God himself.”

The Stranger - Albert Camus (1942) (Novel). Death, relationships, crime, and the absurd. “I opened myself to the gentle indifference of the world.” 

The Shallows: What the Internet Is Doing to Our Brains - Nicholas Carr (2011) (Culture). Extending Marshall McLuhan’s Understanding Media (1964) and Neil Postman’s Amusing Ourselves to Death (1985) to the Internet. Since reading Postman’s book, I’ve been curious about what he would say about the Internet, and Carr attempts to do some of that work, looking especially at our diminished attention spans. 

My Name is Hope - John Mark Comer (2011) (Religion). Faith, anxiety, and depression. A bit memoir and a bit self-help. Admits that he is not a doctor or a therapist, but posits that there are root situational or historic causes under most cases of anxiety and depression. Makes calls for attention to the mind/body connections, prayer and meditation, and transparency and forgiveness. 

Garden City - John Mark Comer (2015) (Religion). Faith, work, and rest. “The American Dream...has devolved over the years into a narcissistic desire to make as much money as possible, in as little time as possible, with as little effort as possible, so that we can get off work and go do something else.”

Happy Money - Elizabeth Dunn and Michael Norton (2013) (Behavioral Science). Buy experiences, not stuff. Make it a treat, not daily indulgence. Savor. Buy time;  outsource dreaded time-consuming tasks. Time affluence tied to greater happiness. Stay present. The slow movement. Buy now, consume later (“delaying consumption allows spenders to reap the pleasures of anticipation without the buzzkill of reality, vacations provide the most happiness before they occur.”) Invest in others; people who donate to charity report feeling wealthier. 

The Happiness Hypothesis - Jonathan Haidt (2006) (Psychology). Happiness and meaning and positive psychology through the lens of ancient wisdom. Elephant (desire) and the rider (reason). Happiness = Set Point (Meditation, Cognitive Therapy, Prosac) + Living Conditions ($70K, commute, relationships) + Voluntary Activities (gratitude, building community, being useful).

The Remains of the Day - Kazuo Ishiguro (1988) (Novel). British butler ponders duty, dignity, family, love, bantering, and tradition on a few days of countryside driving and reminiscing. 

How to Be an Antiracist - Ibram X. Kendi (2019) (Race). The expectations and comments of his teachers struck me. I have known about the powerful positive potential of our words as professors, but Kendi’s work reminds me that we can do great harm as well. Kendi writes “ I internalized my academic struggles as indicative of something wrong not just with my behavior but with Black behavior as a whole, since I represented the race, both in their eyes - or what I thought I saw in their eyes-and in my own.” He noted that “Black students who have at least one Black teacher in elementary school are 29 percent less likely to drop out of school.” He did a nice job showing problems with standardized testing, but did not have much in terms of detailed proposals in changing college admissions. 

The Practice of the Presence of God - Brother Lawrence (1895) (Religion). “His only thought was about doing little things for the love of God, since he was not capable of doing great things. Afterward, whatever happened to him would be according to God’s will, so he was not at all worried about it.” “Our sufferings will always be sweeter and more pleasant when we are Him, and without Him, our greatest pleasure will be but a cruel torture.” “I would like to be able to persuade you that God is often nearer to us in our times of sickness and infirmity than when we enjoy perfect health.” 

Abolition of Man - C.S. Lewis (1943) (Education). Short book on education, truth, the doctrine of objective value, recognizing our flaws (Lewis did not like being around small children). justice, and valor. 

Extraterrestrial: The First Signs of Intelligent Life Beyond Earth- Avi Loeb (2021) (Space). Harvard astronomy professor discusses Oumaumua, an odd interstellar object, sighted for 11 days in October of 2017 and the possibility that we are not alone in the universe. He bemoans the closed mindedness of some academic disciplines and argues for humility (even as he brags a bit about his accomplishments). 

A River Runs Through It - Norman Maclean (1989) (Novel). Family and fishing. Younger brother, troubled and beautiful. Supposedly first novel published by University of Chicago Press.  

No Man is an Island- Thomas Merton (1955) (Religion). OK to be ordinary. “All things are at once good and imperfect. The goodness bears witness to the goodness of God. But the imperfection of all things reminds us to leave them in order to live in hope. They are themselves insufficient. We must go beyond them to Him in Whom they have their true being.” “Everything in modern city life is calculated to keep man from entering into himself and thinking about spiritual things. Even with the best of intentions a spiritual man finds himself exhausted and deadened and debased by the constant noise of machines and loudspeakers, the dead air and the glaring lights of offices and shops, the everlasting suggestions of advertising and propaganda.” (108-09). “The cornerstone of all asceticism is humility.” (113). “A [person] who is not at peace with himself projects his interior fighting into the society of those he lives with, and spreads a contagion of conflict all around him….In order to settle down in the quiet of our own being we must learn to be detached from the results of our own activity. We must withdraw ourselves, to some extent, from effects that are beyond our control and be content with the good will and the work that are the quiet expression of our inner life...Our Christian identity is, in fact, a great one; but we cannot achieve greatness unless we lose all interest in being great.” 

New Seeds of Contemplation- Thomas Merton (1964) (Religion). "There is no true peace possible for the man who still imagines that some accident of talent or grace or virtue segregates him from other men and places him above them" “Hate in any form is self-destructive, and even when it triumphs physically it triumphs in its own spiritual ruin.”  “Hurry ruins saints as well as artists.” “If we were incapable of humility we would be incapable of joy, because humility alone can destroy the self-centeredness that makes joy impossible.” “A humble man can do great things with an uncommon perfection because he is no longer concerned about incidentals, like his own interests and his own reputation, and therefore he no longer needs to waste his efforts in defending them.” 

In the Name of Jesus - Henri Nouwen (1989) (Religion). From Harvard to working with people with mental challenges at L’Arche. Brought Bill with him to talk to aspiring ministers in Washington D.C. - “we did it together.”

Can You Drink the Cup? - Henri Nouwen (1996) (Religion). “Joys are hidden in sorrow.” "We want to drink our cup together and thus celebrate the truth that the wounds of our individual lives, which seem intolerable when lived alone, become sources of healing when we live them as part of a fellowship of mutual care.” 

The Tyranny of Merit - Michael Sandel (2020) (Philosophy). Even if we had a level playing field, the talented would win and talent is not deserved or earned. A bit short on solutions, but suggests a lower bar for elite college admissions and then lottery to select who goes. Thinks this would inject a bit of humility into the process and dispel that elite college admissions is earned by the individual. 

The Ethics of Authenticity - Charles Taylor (1991) (Philosophy). Searches for a nuanced view of authenticity--exploring subjectivism, narcissism, apathy, horizons of significance, dialogue, and social traditions. (Lectures entitled “Malaise of Modernity”)

The Spirit of the Disciplines - Dallas Willard (1988) (Religion). Disciplines of Abstinence (solitude, silence, fasting, frugality, chastity, secrecy, sacrifice). Disciplines of Engagement (study, worship, celebration, service, prayer, fellowship, confession, submission).

The Great Omission - Dallas Willard (2014) (Religion). The great commission is not just about conversions, but about making *disciples* of all kinds of people. 

Called to Business - Dallas Willard (2019) (Religion) Extremely short book. A few articles on faith and work; serving others while making a living. 

Selected Listening.

The Promise Podcast (2020) - ~5 hours. Season 2. East Nashville public schools, diversity, wealth, and school choice. 

Justice. Professor Michael Sandel (Harvard) (edX Online).

Philosophy and Science of Human Nature - Tamar Gendler (Yale) (Open Online).

The Pope and the Politics of Climate Change

Apparently, there is a split of opinion on what some people believe God wants the world to do about the climate. On one side, Senator Jim Inhofe does not believe the man is responsible for climate change. He has publicly stated that, “[T]he Genesis 8:22 that I use in there is that ‘as long as the earth remains there will be seed time and harvest, cold and heat, winter and summer, day and night.’ My point is, God’s still up there. The arrogance of people to think that we, human beings, would be able to change what He is doing in the climate is to me outrageous.” When I mentioned this quote to a European audience at a conference on climate change and business in 2013, there was an audible gasp. He also wrote a 2012 book, The Greatest Hoax: How the Global Warming Conspiracy Threatens Your Future. His position did not change after the 2013 Intergovernmental Commission on Climate Change Report definitively declared that climate change was largely man made. This would all be irrelevant if Senator Inhofe wasn’t the Chair of the Senate committee that oversees the environment. Inhofe was the keynote speaker last week at the Heartland Institute’s annual conference on climate change (watch the video clip in the article in which the Catholic Church and the Pope get special mention).

On the other side of the debate, Pope Francis will enter the fray with a new Encyclical on climate change next week, and it's expected to have some influence on upcoming UN talks on the subject. Many US politicians argue that the Pope should "mind his own business" and stick to issues that affect the poor and the faithful around the world. Climate change is actually directly related to the ability of poor people to gain access to water, grow crops, and avoid natural disasters, and thus I would argue that this is the Pope’s “business.” It’s also Senator Inhofe’s business as he's allegedly received over $1.7 million from the oil and gas industry over his career.

Although oil and gas companies have contributed to Senator Inhofe, a number of them have already tried to be proactive in their CSR reports and other marketing efforts. The tide may be turning against climate change deniers. Norway’s $900 billion sovereign wealth fund just divested from 122 fossil fuel companies ($945 million), and that fund was largely financed by Norway’s oil wealth. In any event, I look forward to reading the Pope’s comments and seeing how foreign governments and US businesses respond to it.

 

Changing Corporate Law to Make Companies More Sustainable- Perspectives from governments, academics and practitioners

On December 5^th and 6^th I attended and presented at the third annual Sustainable Companies Project Conference at the University of Oslo.  The project, led by Beate Sjafjell began in 2010 and attempts to seek concrete solutions to the following problem:

Taking companies’ substantial contributions to climate change as a given fact, companies have to be addressed more effectively when designing strategies to mitigate climate change. A fundamental assumption is that traditional external regulation of companies, e.g. through environmental law, is not sufficient. Our hypothesis is that environmental sustainability in the operation of companies cannot be effectively achieved unless the objective is properly integrated into company law and thereby into the internal workings of the company.  

Members of the Norwegian government, the European Commission, the Organisation for Economic Cooperation and Development (“OECD”), and the United Nations Environmental Programme  (UNEP) Finance Initiative also presented with academics and practitioners from the US, Europe, Asia and Africa.

I did not participate in the first two conferences, but was privileged this year to present my paper entitled “Climate Change and Company Law in the United States: Using Procurement, Pay and Policy Changes to Influence Corporate Behavior.” The program and videos of the entire conference (click on the link of the panel discussions) are here. I presented last and my paper, with the others, will appear in a special edition of the Journal of European Company Law in 2014.

Professors David Millon and Celia Taylor rounded out the US delegation. Millon, who I learned first coined the phrase “shareholder primacy,” proposed a constituency statute for Delaware, but acknowledged that his proposal (even if it were passed) might not have much impact because of the twin influence of inventive-based compensation for executives and the role of institutional investors, who also seek short-term profit maximization. Taylor discussed the SEC Guidance on climate change disclosures recommending that they be made mandatory, but cautioned against disclosure overload and potential greenwashing.

Others provided insight on shareholder primacy and board duties from the UK, Norway, and Indonesia, and Tineke Lambooy presented the results of a meta study regarding boards and sustainability.  Gail Henderson, from Canada, used the concept of "undue hardship" in human rights law to propose a new burden to reduce environmental impacts. Mark Taylor, who was one of the many attendees who like me came straight from the UN Forum on Business and Human Rights, explained due diligence provisions in EU member state laws and argued that due diligence is emerging as a standard for compliant businesses.  Carol Liao discussed "catalytic innovation" and hybrid entities. Her blog about the conference is here.

A number of presenters focused on: auditing; integrated reporting; insurance, bankruptcy, contract, and insolvency law; and the role of sustainable investors (there are 50 sustainable stock indices), particularly large sovereign pension funds.  One of the more interesting proposals came from Ivo Mulder of UNEP, who is conducting a study on a sovereign credit risk model.  Sovereign bond markets represent 40% of global bond markets but there is no integration of environmental, social or governance factors even though risk mitigation is a key factor in fixed-income investing. He called for a new way of thinking about how bond securities are valued in primary and secondary markets.

Perhaps one of the most innovative proposals came from Endre Stavang, who suggested an “environmental option.” Specifically he and his co-author recommend enacting legislation that will empower certain green companies to transfer a call option to buy a block of its shares to an established company of their choice. He stressed that the option is free and that the exercise price would be the price of the green company’s share at the time of the transfer. The non-green receiving company would have a period of five years to exercise.

The abstracts from all of the presenters are available here. It was an intense two days of creative presentations, but hopefully these kinds of substantive public policy discussions, which include government, intergovernmental organizations, stakeholders and academics will have an impact. It’s the reason I joined academia.

Happy Holidays to all, and to my new Norweigian colleagues, Gledelig høytid.

 

 

 

 

Can Law Reviews Learn from Ideas to Improve Scientific Research?

Last week, I posted a response to the New York Times article criticizing law reviews.  A friend pointed me to a cover story from the Economist, How science goes wrong: Scientific research has changed the world. Now it needs to change itself.  It's an interesting read.  This paragraph jumped out at me:

In order to safeguard their exclusivity, the leading journals impose high rejection rates: in excess of 90% of submitted manuscripts. The most striking findings have the greatest chance of making it onto the page. Little wonder that one in three researchers knows of a colleague who has pepped up a paper by, say, excluding inconvenient data from results “based on a gut feeling”. And as more research teams around the world work on a problem, the odds shorten that at least one will fall prey to an honest confusion between the sweet signal of a genuine discovery and a freak of the statistical noise. Such spurious correlations are often recorded in journals eager for startling papers. If they touch on drinking wine, going senile or letting children play video games, they may well command the front pages of newspapers, too.

 The article also calls for more acceptance of what it calls "humdrum" or "uninteresting" work that confirms or replicates other trials, a long-standing practice underappreciated by both journals and those who award grants.  

Not all is lost. One interesting suggestion:  "Peer review should be tightened—or perhaps dispensed with altogether, in favour of post-publication evaluation in the form of appended comments." The article notes that the areas of physics and mathematics have made progress using the latter method.

 We do have some versions of the post-publication evaluation in the law review world, often published as responses to the work of others, or articles that build upon such work.  Over at The Conglomerate the post, Bebchuk v. Lipton on Corporate Activism,  provides a good example of two papers take opposite views, with David Zaring's post itself serving the role of post-publication evaluator (on a small, but I think important, scale):

Some of the studies cited are quite old, and not all of the journals are top-drawer.  But others seem quite on point.  Perhaps the disputants will next be able to identify some empirical propositions with which they agree, and others with which they do not (other than, you know, sample selection).

Many blogs do this (including, sometimes, the Business Law Prof Blog), and I think it is a important role. Perhaps it is one the should be more formalized so that the value of such commentary can be more clearly recognized as part of the scholarly realm. For example, perhaps law reviews and other journals should consider publishing updates, major citiations, or critiques from various sources made about articles the review/journal has previously published. 

There are many ideas out there, and we should keep looking for ways to keep developing useful scholarship. And by useful, I mean complete, thoughtful, and careful work, including what some people might consider "not novel," if not "humdrum" or "uninteresting."  We don’t always need the legal equivalent of studies about drinking wine and letting kids play video games, not that there's anything wrong with either of those things.