Showing posts with label law practice. Show all posts
Showing posts with label law practice. Show all posts

Tuesday, February 6, 2024

AI can make law better and more accessible; it won't

Gencraft AI image
Artificial intelligence is changing the legal profession, and the supply of legal services is growing even more disconnected from demand.

The latter proposition is my assessment, but experts agreed at a national bar conference last week that AI will change the face of legal practice for attorneys and clients, as well as law students and professors.

Lexis and Westlaw each recently launched a generative AI product, Lexis+ AI Legal Assistant and AI-Assisted Research on Westlaw Precision. One might fairly expect that these tools will make legal work faster and more efficient, which in turn would make legal services accessible to more people. I fear the opposite will happen.

The endangered first-year associate. The problem boils down to the elimination of entry-level jobs in legal practice. Panelists at The Next Generation and the Future of Business Litigation conference of the Tort Trial Insurance Practice Section (TIPS) of the American Bar Association (ABA) at the ABA Midyear Meeting in Louisville, Kentucky, last week told audience members that AI now performs the work of first- and second-year associates in legal practice.

The change might or might not be revolutionary. Popular wisdom routinely describes generative AI as a turning point on the evolutionary scale. But panelists pointed out that legal research has seen sea change before, and the sky did not fall. Indeed, doomsayers once predicted the end of responsible legal practice upon the very advent of Lexis and Westlaw in displacement of books and paper—a transformation contemporary with my career. Law practice adapted, if not for the better in every respect.

It's in the work of junior attorneys that AI is having the greatest impact now. It can do the background legal research that a senior lawyer might assign to a junior lawyer upon acquisition of a new client or case. AI also can do the grunt work on which new lawyers cut their teeth, such as pleadings, motions, and discovery.

According to (aptly named) Oregon attorney Justice J. Brooks, lawyers are under huge pressure from clients and insurers to use AI, regardless of the opportunity cost in bringing up new attorneys. Fortune 500 companies are demanding that AI be part of a lawyer's services as a condition of retention. The corporate client will not pay for the five hours it takes an associate to draft discovery requests when AI can do it in 1.5.

Observers of law and technology, as well as the courts, have wrung their hands recently amid high-profile reports of AI-using lawyers behaving badly, for example, filing briefs citing sources that do not exist. Brooks said that a lawyer must review with a "critical eye" the research memorandum that AI produces. Insofar as there have been ethical lapses, "we've always had the problem of lawyers not reading cases," Illinois lawyer Jayne R. Reardon observed.

Faster and cheaper, but not always better, AI. There's the rub for newly minted associates: senior lawyers must bring the same scrutiny to bear on AI work that they bring to the toddling memo of the first-year associate. And AI works faster and cheaper.

Meanwhile, AI performs some mundane tasks better than a human lawyer. More than cutting corners, AI sometimes sees a new angle for interrogatories in discovery, Brooks said. Sometimes AI comes up with an inventive compromise for a problem in mediation, Kentucky attorney Stephen Embry said. AI can analyze dialogs to trace points of agreements and disagreement in negotiation, Illinois lawyer Svetlana Gitman reported.

AI does a quick and superb job on the odd request for boilerplate, North Carolina attorney Victoria Alvarez said. For example, "I need a North Carolina contract venue clause." And AI can organize quickly large data sets, she said, generating spreadsheets, tables, and graphics.

What AI cannot yet do well is good jobs news for senior lawyers and professors such as me: AI cannot make complex arguments, Brooks said. In fact, he likes to receive AI-drafted memoranda from legal opponents. They're easily recognizable, he said, and it's easy to pick apart their arguments, which are on par with the sophistication of a college freshman.

Similarly, Brooks said, AI is especially bad at working out solutions to problems in unsettled areas of law. It is confused when its training materials—all of the law and most of the commentary on it—point in different directions. 

In a way, AI is hampered by its own sweeping knowledge. It has so much information that it cannot readily discern what is important and what is not. A lawyer might readily understand, for example, that a trending theory in Ninth Circuit jurisprudence is the peculiar result of concurring philosophical leanings among involved judges and likely will be rejected when the issue arises in the Fifth Circuit, where philosophical leanings tend to the contrary. AI doesn't see that. That's where human insight still marks a peculiar distinction—for now, at least, and until I retire, I hope.

It's that lack of discernment that has caused AI to make up sources, Brandeis Law Professor Susan Tanner said. AI wants to please its user, Oregon lawyer Laura Caldera Loera explained. So if a lawyer queries AI, "Give me a case that says X," AI does what was asked. The questioner presumes the case exists, and the AI follows that lead. If it can't find the case, it extrapolates from known sources. And weirdly, as Tanner explained it, "[AI] wants to convince you that it's right" and is good at doing so.

Client confidences. The panelists discussed other issue with AI in legal practice, such as the importance of protecting client confidences. Information fed into an open AI in asking a question becomes part of the AI's knowledge base. A careless lawyer might reveal confidential information that the AI later discloses in response to someone else's different query.

Some law firms and commercial services are using closed AIs to manage the confidentiality problem. For example, a firm might train a closed AI system on an internal bank of previously drafted transactional documents. Lexis and Westlaw AIs are trained similarly on the full data sets of those proprietary databases, but not, like ChatGPT, on the open internet—Pornhub included, clinical psychologist Dan Jolivet said.

But any limited or closed AI system is then limited correspondingly in its ability to formulate responses. And closed systems still might compromise confidentiality around ethical walls within a firm. Tanner said that a questioner cannot instruct AI simply to disregard some information; such an instruction is fundamentally contrary to how generative AI works.

Law schools in the lurch.  Every panelist who addressed the problem of employment and training for new lawyers insisted that the profession must take responsibility for the gap that AI will create at the entry level. Brooks said he pushes back, if sometimes futilely, on client demands to eliminate people from the service chain. Some panelists echoed the tantalean promise of billing models that will replace the billable hour. But no one could map a path forward in which there would be other than idealistic incentives for law firms to hire and train new lawyers.

And that's a merry-go-round I've been on for decades. For the entirety of my academic career, the bar has bemoaned the lack of "practice ready" lawyers. And where have practitioners placed blame? Not on their bottom-line-driven, profit-making business models, but on law schools and law professors.

And law schools, under the yoke of ABA accreditation, have yielded. The law curriculum today is loaded with practice course requirements, bar prep requirements, field placement requirements, and pro bono requirements. We have as well, of course, dedicated faculty and administrative positions to meet these needs.

That's not bad in of itself, of course. The problem arises, though, in that the curriculum and staffing are zero-sum games. When law students load up on practice-oriented hours, they're not doing things that law students used to do. When finite employment lines are dedicated to practice roles, there are other kinds of teachers absent who used to be there.

No one pauses to ask what we're missing.

My friend and mentor Professor Andrew McClurg, retired from the University of Memphis, famously told students that they should make the most of law school, because for most of them, it would be the last time in their careers that they would be able to think about the law.

Take the elective in the thing that stimulates your mind, McClurg advised students (and I have followed suit as an academic adviser). Explore law with a not-nuts-and-bolts seminar, such as law and literature or international human rights. Embrace the theory and philosophy of law—even in, say, your 1L torts class.

When, like my wife once was, you're a legal services attorney struggling to pay on your educational debt and have a home and a family while trying to maintain some semblance of professional responsibility in managing an impossible load of 70 cases and clients pulling 24/7 in every direction, you're not going to have the luxury of thinking about the law.

Profit machines. What I learned from law's last great leap forward was that the "profession" will not take responsibility for training new lawyers. Lawyer salaries at the top will reach ever more for the heavens, while those same lawyers demand ever more of legal education, and of vastly less well compensated legal educators, to transform and give of themselves to be more trade school and less graduate education.

Tanner put words to what the powers-that-be in practice want for law schools to do with law students today: "Train them so that they're profitable."  In other words, make billing machines, not professionals.

Insofar as that has already happened, the result has been a widening, not narrowing, of the gap between supply and demand for legal services. Wealthy persons and corporations have the resources to secure bespoke legal services. They always will. In an AI world, bespoke legal services means humans capable of discernment and complex argument, "critical eyes." 

Ordinary people have ever less access to legal services. What law schools have to do is expensive, and debt-burdened students cannot afford to work for what ordinary people are able to pay.

A lack of in-practice training and failure of inculcation to law as historic profession rather than workaday trade will mean more lawyers who are minimally, but not more, competent; lawyers who can fill out forms, but not conceive new theories; lawyers who have been trained on simulations and pro bono hours, but were never taught or afforded an opportunity to think about the law

These new generations of lawyers will lack discernment. They will not be able to make complex arguments or to pioneer understanding in unsettled areas of law. They will be little different from and no more capable than the AIs that clients pay them to access, little better than a human equivalent to a Staples legal form pack.

These lawyers will be hopelessly outmatched by their bespoke brethren. The ordinary person's lawyer will be employed only because the economically protectionist bar will forbid direct lay access to AI for legal services.

The bar will comprise two tribes: a sparsely populated sect of elite lawyer-professionals, and a mass of lawyer-tradespeople who keep the factory drums of legal education churning out form wills and contracts to keep the rabble at bay.

The haves and the have nots. 

It's a brave new world, and there is nothing new under the sun.

The first ABA TIPS panel comprised Victoria Alvarez, Troutman Pepper, Charlotte, N.C., moderator; Laura Caldera Loera and Amanda Bryan, Bullivant Houser Bailey, Portland, Ore.; Professor Susan Tanner, Louis D. Brandeis School of Law, Louisville, Ky.; and Justice J. Brooks, Foster Garvey, Portland, Ore. The second ABA TIPS panel referenced here comprised Svetlana Gitman, American Arbitration Association-International Center for Dispute Resolution, Chicago, Ill., moderator; Stephen Embry, EmbryLaw LLC and TechLaw Crossroads, Louisville, Ky.; Reginald A. Holmes, arbitrator, mediator, tech entrepreneur, and engineer, Los Angeles, Cal.; and Jayne R. Reardon, Fisher Broyles, Chicago, Ill.

Thursday, March 28, 2019

UMass Law Review hosts vibrant media law symposium

Today, as advertised, the UMass Law Review hosted a symposium on media law. The program videos are all on Facebook Live.  Check my Twitter feed for hot links to speakers' handles.  Three panels were organized by media "platform," from politics to digital to entertainment, raising issues from the investigative journalism to data breach law to streaming music copyright.  The program concluded with a keynote address by Richard P. Flaggert, a DLA Piper media attorney.  Here are some highlights:

After a thoughtful welcome by UMass Law Dean Eric Mitnick, UMass Law Professor Jeremiah Ho started the program with a discussion of why media matter.  The problem of law and policy, he said, is the gulf between "what matters" and "what excites us," with the media business model tending to cater to the latter.  Professor Ho is a co-adviser of the UMass Law Review.





  

Kicking off the first panel of the day, Rep. Christopher Markey, New Bedford, Mass., attorney, Commonwealth legislator, and UMass Law alumnus, gave the political perspective.  Money has distorted news from being an educational tool to being entertainment, he explained.  People must be media literate to elicit truth from what they see, hear, and read.  Recalling his years as a district attorney, Markey said that attorneys and judges were "better" when a beat reporter was sitting in the courtroom, that journalism "makes government better."  But those beat reporters are no longer there.

Jillian Fennimore provided her perspective from inside the busy office of Massachusetts Attorney General Maura Healey.  A journalism graduate of the University of New Hampshire with many years experience in media, Fennimore explained the challenge of making the work of the state's law office intelligible and meaningful to citizens, whether the subject matter is investigation of the opioid crisis, antitrust enforcement, or protection of a consumer whose vacuum cleaner broke.  AG Healey cares about all of these things because she understands that these are things people care about, Fennimore said.  My Torts II class has been looking at the impact of the Healey opioid investigation on the crisis and litigation nationwide.

Peter Ubertaccio, a dean and political scientist at Stonehill College, gave an academic perspective on news and media law.  Those of us of a certain age remember the local TV news anchors of our youth, he observed.  That is not true for our children.  Journalism today is "atomized," lacking the "rhythm" of television before the information age, even if the internet is "democratiz[ing]."  There is more content available through more conduits than ever before, Ubertaccio explained, yet there is less availability of accurate information.  We are entering a golden age of television entertainment while at the same time entering a dark age of information, he said.  Incidentally, yes, I remember my anchors.  And I was privileged to have worked with Baltimore's great Al Sanders for a short time before he passed away.

A star of the first panel was Dee DeQuattro, UMass Law alumna, staff attorney for Operation Stand Down Rhode Island, and creator of the Boots on the Ground Heroes Memorial.  DeQuattro talked about her experiences in radio and television, most recently as an assignment manager for ABC6 News in Providence, Rhode Island, then her transition to a public relations and later legal capacity for the veterans organization, Operation Stand Down.  DeQuattro went to journalism school to hold power accountable in the tradition of Woodward and Bernstein, she said.  But "news doesn't work that way anymore," as bottom-line focused detracted from serious political reporting.  After covering the Boston Marathon bombing, she went to law school.  She still uses her familiarity with news media, driven by money savings and visual imagery, to manage public affairs in her nonprofit work.

Law Review co-adviser Professor Dwight Duncan moderated the second panel, on digital media.  Professor Andrew Beckerman-Rodau of Suffolk Law School and the Intellectual Property Center opened with a comprehensive overview of data protection, including data breach and Big Data analytics, in American law today.



Attorney Hollie Lussier of Bristol County Savings Bank told the audience about the large role data protection and privacy play in legal practice today, especially in the financial sector.  She warned attorneys to consider insurance liability limits, as $100,000, she said, won't cut it.  She cited a recent case of a "small" data breach that nevertheless generated a $140 million loss.  The breach could have been prevented, she said, with a $10,000 "penetration test."  Making matters more hazardous, she explained, many insurance policies will not cover consequential damages, which make up most of that mega-million loss.

Rhode Island attorney and legislator Stephen Ucci concurred on the importance of data protection to contemporary practice.  He referenced a recent in case in which only 300 records were exposed.  Despite seemingly straightforward facts, the exposure of data has different implications for each data subject, he explained; moreover, breach across state borders implicates the laws of 50 states as well as federal laws, such as the Gramm–Leach–Bliley Act.  The complexity of even a small case is thus multiplied.  Ucci discussed the data breach legislation adopted by Rhode Island in 2015 and plans to beef up education and implementation in the near future.

UMass Law Professor Dustin Marlan moderated the third panel, on the subject of entertainment law.  Attorney and educator Richard Kent Berger started off the afternoon program talking about music copyright.  He explained the significance of the Music Modernization Act of 2018 and related legislation and pending proposals.  Royalties are now owed for digital streaming, and some pre-1972 musical works that had lost copyright protection have had their authors' royalty rights restored.  The law also revamped the approach to orphan works and afford them greater protection against loss of copyright.  Previously large content providers such as Google's YouTube were able to use a notice process on a massive scale to shake potentially orphaned works free of their copyright protection.

Seattle University Law Professor Bryan Adamson, a mass media scholar, talked about the importance of framing in media, especially in news reporting, and especially in coverage of protest movements. Media frames tend to perpetuate social stability, he explained, and as a result, tend to perpetuate racial hegemony.  The portrayals viewers see might not fairly represent the facts, and, as a result, he said, rather than contributing to the public dialog, media narratives might "derail" meaningful discussion of sensitive topics such as race and social and economic equality.

Rhode Island attorney Richard E. Kühn talked about the importance of social media to attorneys.  Social media are part of contemporary legal practice across the board, he explained, touching on areas including lawyer advertising, client counseling, evidentiary investigation and spoliation, and trial practice and voir dire.  He recited recent case rulings demonstrating that failure to take social media into account, for example in evidentiary investigation, may result in a finding of legal malpractice.

DLA Piper attorney Richard P. Flaggert (not speaking on behalf of clients or the firm) gave the keynote address of the symposium, discussing contemporary media law practice.  Flaggert, who is licensed in California, Massachusetts, and England and Wales, started off by reminding that Shakespeare's "kill all the lawyers" lines was an admonition against unethical or incompetent practice, not actually an indictment of the professional.

He then spoke about two key doctrinal developments in media law practice.  First, he discussed the potential impact on free speech and commerce of the newly adopted EU Copyright Directive, in particular the article 11 "link tax" and the article 13 "upload filter measure."  Both threaten a chilling effect, he explained.  The former purports to give copyright protection to even a "snippet"—the actual word, undefined in the law—of content, putting at risk a range of content from Google news aggregation to "your blog."  Meanwhile article 13 imposes the burden of protecting against copyright infringement on ISPs, abandoning reliance on the notice-and-takedown approach of the U.S. Digital Millennium Copyright Act.  As a result, even "your blog" content might be tied up for weeks or longer as ISPs mull over whether you have violated copyright, likely prompting prophylactic censorship.  I note: not unlike Europe's approach to the right to be forgotten, now miring Google in a new administrative bureaucracy, not to mention the risk of Goliath gate-keeping under non-transparent private-sector control.  

Second, Flaggert talked about the problem of copyright and live fan captures of sporting events and the like.  As technology improves and recording devices become harder to detect and control, event providers such as sporting authorities will have a more difficult time policing the difference between the odd fan photo and the HD-streaming pirate.  The French solution has been to regulate, Flaggert explained, giving near absolute control to providers, a strategy of obviously problematic dimension.  Meanwhile in the United States, no body of intellectual property law, such as federal copyright or state common law, seems up to addressing the problem.  Event providers are confounded at the choice between loss of control of their intellectual property and alienation of their fan base with its abiding affection for social media.  Meanwhile the problem poses a threat to our fine-line precedents and the delicate balance between INS v. AP IP rights and the "hot news" doctrine, which has kept the peace for decades.

The village idiot moderated the first panel. Here
he is about to laugh at one of his own bad jokes.
Once a lawyer who represented ESPN before it ceded its design to bring Premier League coverage to America, I asked Flaggert 1:1 whether NBC, with its unsatisfying and impossibly expensive array of cannibalized Premiere League coverage for U.S. viewers, intends to be destroying soccer in America, or is just doing so indifferently.  He shared his frustration with access to Liverpool matches.  I'm not sure why one would necessarily want to see Liverpool, unless they were playing directly against ManC.  But I appreciate his empathy.

A big congratulations to the UMass Law Review, especially editor Casey Shannon, for executing a superb symposium, with my sincere thanks for bringing these talents to our campus.

Sunday, February 24, 2019

UMass Law prof learns immigration law in action

Prof. Farber
My UMass Law colleague Professor Hillary Farber is "Blogging from the Border" this semester, as she works for the Florence Immigrant and Refugee Rights Project in Arizona.  As she explained in her initial post, she went to Arizona with no particular expertise in immigration law, but wanted "to bring humanity to this migration struggle."  You can follow her on this adventure via WordPress


The Florence Project accepts attorney volunteers to represent detained immigrants in removal proceedings and to work on matters including cancellation of removal for legal permanent residents, citizenship claims, adjustment of status for refugees, asylum, and special immigrant juvenile status for abused, abandoned, or neglected children.  Learn more at the Pro Bono Program page of the project website.