law schools

How Generative AI Is Shaping the Future of Law: Challenges and Trends in the Legal Profession — from thomsonreuters.com by Raghu Ramanathan

With this mind, Thomson Reuters and Lexpert hosted a panel featuring law firm leaders and industry experts discussing the challenges and trends around the use of generative AI in the legal profession.?Below are insights from an engaging and informative discussion.

Sections included:

Lawyers are excited to implement generative AI solutions
Unfounded concerns about robot lawyers
Changing billing practices and elevating services
Managing and mitigating risks

Adopting Legal Technology Responsibly — from lexology.com by Sacha Kirk

Here are fundamental principles to guide the process:

Start with a Needs Assessment…
Engage Stakeholders Early…
Choose Scalable Solutions…
Prioritise Security and Compliance…
Plan for Change Management…

Modernizing Legal Workflows: The Role Of AI, Automation, And Strategic Partnerships — from abovethelaw.com by Scott Angelo, Jared Gullbergh, Nancy Griffing, and Michael Owen Hill
A roadmap for law firms.

Angelo added, “We really doubled down on AI because it was just so new — not just to the legal industry, but to the world.” Under his leadership, Buchanan’s efforts to embrace AI have garnered significant attention, earning the firm recognition as one of the “Best of the Best for Generative AI” in the 2024 BTI “Leading Edge Law Firms” survey.

This acknowledgment reflects more than ambition; it highlights the firm’s ability to translate innovative ideas into actionable results. By focusing on collaboration and leveraging technology to address client demands, Buchanan has set a benchmark for what is possible in legal technology innovation.
…
The collective team followed these essential steps for app development:

Identify and Prioritize Use Cases…
Define App Requirements…
Leverage Pre-Built Studio Apps and Templates…
Incorporate AI and Automation…
Test and Iterate…
Deploy and Train…
Measure Success…

Navigating Generative AI in Legal Practice — from linkedin.com by Colin Levy

The rise of artificial intelligence (AI), particularly generative AI, has introduced transformative potential to legal practice. For in-house counsel, managing legal risk while driving operational efficiency increasingly involves navigating AI’s opportunities and challenges. While AI offers remarkable tools for automation and data-driven decision-making, it is essential to approach these tools as complementary to human judgment, not replacements. Effective AI adoption requires balancing its efficiencies with a commitment to ethical, nuanced legal practice.

Here a few ways in which this arises:

AI educators are coming to this school [Hal Schwartz] + other items re: AI in our learning ecosystems

On 01/07/2025, in 21st century, 24x7x365 access, adjunct faculty, Artificial Intelligence/Agents/LLMs/and Related, colleges, community colleges, content development, aggregation, repositories, corporate / business world, corporate universities / corporate training, digital learning, education, education technology, experimentation, faculty/staff, future, future of higher education, game-changing environment, higher education, homeschooling/homeschoolers, human-computer interaction (HCI), innovation, instructional design, intelligent systems, intelligent tutoring, IT in HE, K-12 related, law schools, learning, learning agents, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, learning spaces, liberal arts, library / librarians, research, society, teachers, teaching & learning, training / L&D, United States, universities, vision/possibilities, by Daniel Christian

AI educators are coming to this school – and it’s part of a trend — from techradar.com by Eric Hal Schwartz
Two hours of lessons, zero teachers

An Arizona charter school will use AI instead of human teachers for two hours a day on academic lessons.
The AI will customize lessons in real-time to match each student’s needs.
The company has only tested this idea at private schools before but claims it hugely increases student academic success.

One school in Arizona is trying out a new educational model built around AI and a two-hour school day. When Arizona’s Unbound Academy opens, the only teachers will be artificial intelligence algorithms in a perfect utopia or dystopia, depending on your point of view.

AI in Instructional Design: reflections on 2024 & predictions for 2025 — from drphilippahardman.substack.com by Dr. Philippa Hardman
Aka, four new year’s resolutions for the AI-savvy instructional designer.

Debating About AI: A Free Comprehensive Guide to the Issues — from stefanbauschard.substack.com by Stefan Bauschard

In order to encourage and facilitate debate on key controversies related to AI, I put together this free 130+ page guide to the main arguments and ideas related to the controversies.

Universities need to step up their AGI game — from futureofbeinghuman.com by Andrew Maynard
As Sam Altman and others push toward a future where AI changes everything, universities need to decide if they’re going to be leaders or bystanders in helping society navigate advanced AI transitions

And because of this, I think there’s a unique opportunity for universities (research universities in particular) to up their game and play a leadership role in navigating the coming advanced AI transition.

Of course, there are already a number of respected university-based initiatives that are working on parts of the challenge. Stanford HAI (Human-centered Artificial Intelligence) is one that stands out, as does the Leverhulm Center for the Future of Intelligence at the University of Cambridge, and the Center for Governance of AI at the University of Oxford. But these and other initiatives are barely scratching the surface of what is needed to help successfully navigate advanced AI transitions.

If universities are to be leaders rather than bystanders in ensuring human flourishing in an age of AI, there’s an urgent need for bolder and more creative forward-looking initiatives that support research, teaching, thought leadership, and knowledge mobilization, at the intersection of advanced AI and all aspects of what it means to thrive and grow as a species.

Christina Blacklaws: “We’re on the cusp of meaningful A2J change” — from legaltechnology.com by Caroline Hill

As 2024 draws to a close, we took a look at the past year and the year ahead with Christina Blacklaws, the former president of the Law Society of England and Wales who, after leaving office, has developed a career supporting businesses as a non-executive director, consultant and strategic advisor. One of those advisory roles is chair of LawtechUK, an initiative to “turbocharge” the UK’s lawtech sector, delivered by CodeBase and LegalGeek and funded by the Ministry of Justice.

For Blacklaws, one of the huge areas of potential for GenAI technology is in helping to solve the access to justice crisis and she talks through some of the exciting work being done in this space and why we’re on the cusp of meaningful change.

2024 In Legal Ops: AI, Adaptation, And What’s Next — from abovethelaw.com by The Uplevel Ops Advisory Team
Reflections on the wild ride that was 2024 and bold predictions for the new year.

The Legal Operations landscape is evolving faster than ever, and UpLevel Ops is at the forefront of this transformation. With advancements like generative AI subscriptions, custom GPT services, and value-based pricing shaking up traditional approaches, legal departments are navigating uncharted territory.
…
From revolutionary uses of AI to new strategies in outside counsel management, their insights provide a roadmap for legal teams ready to embrace the next wave of innovation.

Judges Are Using Virtual Reality Headsets in the Courtroom — from vice.com by Luis Prada

A judge in Florida has just set a precedent that might forever change the US legal system—and maybe even the global legal system—forever.
…
But now the technology has advanced to the point where the judge and jury can be almost literally in his client’s shoes.

This allows the judge to not just understand the words of his testimony, but the physical conditions of it in a much more tactile way. Whether or not this will make his case more convincing is up to the jury.

The Evolution of a Virtual Court System — from law.com by Sondra Mendelson-Toscano (behind a paywall)
“It is my prediction that the future of the court system includes a hybrid employment model for the bench.”

Shortly thereafter, the New York Office of Court Administration designed and executed a plan whereby judges were able to handle their assigned matters electronically. Such seemed like a natural progression under the circumstances, given that prior to the advent of the Coronavirus, electronic testimony was successfully utilized in many different types of proceedings in various ways (e.g. vulnerable child witnesses, interstate custody and child support, elderly material witnesses, medically disabled defendants, and incarcerated individuals).

A virtual court online resource center was created for judges, staff, and the public for information related to remote operations. Despite some initial resistance by attorneys (who argued violations of the right to confrontation, that virtual is less effective and not as persuasive, computer illiteracy, and so forth), the Unified Court System pushed forward.

OCA’s course of action proved to be effective and, eventually, attorneys and litigants enjoyed the option of appearing virtually. Lawyers could handle multiple matters from their home offices in less time than it would have taken them to drive back and forth between courthouses, thus maximizing their work day.

Parties appreciated the flexibility of appearing from home and those who were essential workers valued joining proceedings on breaks while at work. Being in court remotely alleviated the stress of having to ask for, and take off, time from work, or making arrangements to address child care issues, elder care issues, and the like. Litigants with physical disabilities and other hardships, such as lack of transportation, received an automatic accommodation without having to request one.

Microsoft partners with ABA on new pilot project to help asylum-seekers — from abajournal.com by Amanda Robert

“In an ideal world, we would get everyone an in-person attorney to represent them for the full length of their case,” says Baez, the Commission on Immigration’s director of pro bono. “But in the reality we live in, where that’s really not possible, we are trying to be thoughtful and innovative on how we engage the most volunteers to help the most people who would otherwise not be able to access any legal assistance.”

In June, the Commission on Immigration partnered with Microsoft to launch a new virtual clinic to help pro se asylum-seekers complete their asylum applications. During this clinic, which included four sessions, nearly 30 volunteers from Microsoft worked with asylum-seekers to gather necessary information and prepare their applications for submission.

“The Potential of GenAI to Promote Access to Justice” [Sprague] + “The legal tech trends that defined 2024” [ Black] + numerous other items re: legaltech

On 12/17/2024, in 21st century, Access to Justice (A2J), Artificial Intelligence/Agents/LLMs/and Related, Canada, change, law schools, Legal operations, legal reform, legal technologies, legislatures / government / legal, parents/guardians, podcasting, society, United States, youth, by Daniel Christian

The legal tech trends that defined 2024 — from abajournal.com by Nicole Black

The year 2024 was one of change. In the midst of a largely unpopular back-to-office push, technological innovation and development occurred at a rapid clip. Legal professionals approached technology with a newfound curiosity and appreciation gained as a result of pandemic-era remote work experimentation. The increasing demand for generative artificial intelligence tools fueled heavy investments in the legal technology industry.

Simultaneously, law firm technology adoption was supported by a flurry of guidance released by ethics committees across the country. As technology upended traditional ways of working, some state bars reconsidered bar exam requirements and others experimented with loosening licensing regulations.

No matter where you looked, change was occurring at a breakneck pace as technology’s impact on the practice of law became inescapable. Through it all, a few key trends emerged that offer clues on where we’re headed in the coming year.

Meanwhile, some states, including Oregon, Washington and Nevada, explored allowing unlicensed professionals to practice law in limited areas, such as family law and small claims. These efforts seek to improve access to justice, representing a revised perspective on long-standing rules about who can —and cannot—deliver legal services.

What to Expect in 2025: AI Legal Tech and Regulation (65 Expert Predictions) — from natlawreview.com by Oliver Roberts

As 2024 comes to a close, it’s time to look ahead to how AI will shape the law and legal practice in 2025. Over the past year, we’ve witnessed growing adoption of AI across the legal sector, substantial investments in legal AI startups, and a rise in state-level AI regulations. While the future of 2025 remains uncertain, industry leaders are already sharing their insights.

Along with 2025 predictions from The National Law Review’s Editor-in-Chief Oliver Roberts, this article presents 65 expert predictions on AI and the law in 2025 from federal judges, startup founders, CEOs, and leaders of AI practice groups at global law firms.

The Potential of GenAI to Promote Access to Justice — from law.com by Joanne Sprague
GenAI-assisted legal support is not a substitute for lawyers, but may help legal aid professionals serve more clients efficiently and effectively.

Generative AI (GenAI) has been heralded as a transformative force, poised to revolutionize everything from medicine to education to law. While GenAI won’t perform surgery or earn diplomas, it holds the promise of enabling lawyers to get due process for more of their clients or even empowering individuals to represent themselves in court. The harsh reality is that low-income individuals do not receive sufficient legal help for 92% of their civil legal problems, and legal aid organizations must turn away one of every two requests they get, according to the 2022 Justice Gap Report. GenAI-assisted legal support is not a substitute for lawyers, but may help legal aid professionals serve more clients efficiently and effectively.

If implemented equitably, GenAI could democratize legal knowledge and empower individuals to navigate the complexities of the justice system more easily.

In her new book “Law Democratized,” Renee Knake Jefferson says that GenAI “has the potential to become the single most important tool in solving the legal justice crisis … if harnessed to do so ethically.” With GenAI, we can envision a possible future of informed self-representation and legal decision-making regardless of ability to pay.

Experimenting in the sandbox — from nationalmagazine.ca by Julie Sobowale
Ontario Bar Association launches AI platform for lawyers to learn tech

The Ontario Bar Association has launched a new, free interactive learning platform for lawyers looking to learn about generative AI.
…
The new learning platform, created to clarify some of that and help lawyers navigate this technology, is part of OBA’s Real Intelligence on AI project. It is being spearheaded by Colin Lachance, the association’s innovator-in-residence.

Users can ask questions to LawQI, an AI assistant specializing in Canadian law, and work through learning modules about prompt engineering, different generative AI tools and best practices. The portal is free for OBA members and Ontario law students.

“Lawyers need to know how AI works,” says Lachance, principal at PGYA Consulting and former president and CEO of the Canadian Legal Information Institute (CanLII).

“I wanted to create an environment where lawyers can experiment. By using the technology, you learn how to use it.”

The Innovation Strategist: Nicole Black — from substack.com by Tom Martin and Nicole Black
Where I interview Nicole Black about how she merged her legal expertise with her passion for technology to become a leading voice in legal innovation

Excerpt from Key Takeaways:

Her role as employee #1 at MyCase in 2012 allowed her to combine her legal expertise with her passion for technology, leading to her current position as Principal Legal Insight Strategist at Affinipay
She believes generative AI will fundamentally transform the legal profession, potentially more significantly than previous technological innovations like PCs and the internet
Her advice for new lawyers includes actively experimenting with AI tools like ChatGPT and preparing for significant changes in legal education and entry-level legal work

Legal Liabilities of AI for Attorneys and Small Firms — from ethicalailawinstitute.org by Trent Kubasiak

Many small firms and solo attorneys could be in for a nasty shock when it comes to the use of AI. A detailed report from NYU’s Journal of Legislation and Public Policy is shedding light on the potential legal liabilities of using generative AI. Co-authored by EqualAI CEO Miriam Vogel, former Homeland Security Secretary Michael Chertoff, and others, the report underscores a widespread misconception—that liability for AI-related outcomes rests solely with the developers of these technologies.

For attorneys and small business owners, this misconception can be dangerous. As Vogel explains, “There are so many laws on the books that people need to know are applicable.” From lending and housing regulations to employment law, the use of AI—even indirectly—can expose firms to significant risks.

Challenges And Opportunities Of Digital Transformation In US Law Firms — from forbes.com by Chad Sands

So, what is driving the transformation?

Some adoption of new “legal tech” is literally being forced by legacy software companies who are shutting down older, server-based technology platforms. But most law firms are now increasingly becoming more proactive in planning and executing their digital transformation strategies on their own.

This is no longer a choice or matter of “Why should we?”

It’s a question of “When will we?”

There are several factors driving this shift, one being client expectations.

Fresh Voices On Legal Tech with Ilona Logvinova — from legaltalknetwork.com by Dennis Kennedy, Tom Mighell, and Ilona Logvinova

The world of AI and legal tech is evolving ever more rapidly, and it is all too common for lawyers to feel intimidated at the thought of keeping up with the constant barrage of change. How should lawyers maintain their tech competence? Dennis and Tom talk with Ilona Logvinova about her work in tech and AI innovations for lawyers. She shares her career journey and offers perspectives on leveraging technology to create new and better opportunities for attorneys to thrive in their work.

AI Insights for Legal: Ten Key Takeaways from Summit AI New York — from techlawcrossroads.com by Stephen Embry

Despite the shortcomings, it still was a good Conference. (i.e., the Summit AI New York). I learned some things and confirmed that many of the AI related issues being faced by legal are also being faced by many other businesses. What were my top ten takeaways? Here they are in no particular order:

“Just 10% of law firms have a GenAI policy” [Hill] + other legaltech-related items

On 12/09/2024, in Artificial Intelligence/Agents/LLMs/and Related, law schools, Legal operations, legal reform, legal technologies, legislatures / government / legal, policy, by Daniel Christian

Just 10% of law firms have a GenAI policy, new Thomson Reuters report shows — from legaltechnology.com by Caroline Hill

Just 10% of law firms and 21% of corporate legal teams have now implemented policies to guide their organisation’s use of generative AI, according to a report out today (2 December) from Thomson Reuters.

While Thomson Reuters 2024 Generative AI in Professional Services report shows AI views among legal professionals are rapidly shifting (85% of law firms and corporate legal teams now think AI can be applied to their work) the report shows that legal organisations have a way to go in terms of setting the ground rules for the use of AI. Just 8% said that GenAI is covered under their existing technology policy, while 75% of firms said they don’t have a policy and 7% said they don’t know.

Artificial Lawyer’s 2025 Predictions – Part One — from artificiallawyer.com

I expect to see a lot more agentic AI systems in law: services that break complex tasks into component parts or checklists, complete them with a mix of software, lawyers, and allied legal professionals, then reassemble them into complex first drafts of legal work.

Ed Walters

Integrated Legal Ecosystems
The silos that have historically divided in-house legal teams, external counsel, and other stakeholders will evolve, thanks to the rise of integrated legal ecosystems. End-to-end platforms will provide seamless collaboration, real-time updates, and shared knowledge, enabling all parties to work more effectively toward common goals. Legal departments will turn to these unified solutions to streamline legal requests, offer self-service options, and improve service delivery.

Sacha Kirk

2025 will be the year of agentic AI. It will be the year that end users of legal services finally get legal work resolved for them autonomously.

Richard Mabey

AI Enhances the Human Art of In-House Counsel Leadership — from news.bloomberglaw.com by Eric Dodson Greenberg (behind a paywall)

Transactional lawyers stored prized forms in file drawers or consulted the law library’s bound volumes of forms. The arrival of databases revolutionized access to precedent, enabling faster and broader access to legal resources.

There is little nostalgia for the labor-intensive methods of the past and no argument that some arcane legal skill was lost in the transition. What we gained was increased capacity to focus on higher-order skills and more sophisticated, value-driven legal work. AI offers a similar leap, automating repetitive or foundational tasks to free lawyers for more sophisticated work.

“20 Years of Law School Insights” [Laus] + other items related to law schools

On 12/07/2024, in law schools, student-related, United States, universities, vendors, by Daniel Christian

20 Years of Law School Insights: Diversity, Debt, and Student Satisfaction Trends — from jdjournal.com by Maria Lenin Laus (may ask for email address and first name to access this)

Over the past two decades, law school students have consistently rated their educational experiences highly. According to the Law School Survey of Student Engagement (LSSSE), nearly 80% of law students have described their experience as “good” or “excellent” since the survey’s inception in 2004. However, significant disparities in satisfaction persist, particularly among students of color.

The LSSSE, conducted by Indiana University’s Center for Postsecondary Research, recently released its 20th-anniversary report. The report reflects on changes in student diversity, debt, career aspirations, and overall satisfaction and paints a nuanced picture of the evolving law school experience and the remaining challenges.

Also see:

Information for law students from JD Journal

Law student satisfaction rates high for last 20 years, lower for students of color, study shows — from reuters.com by Karen Sloan

Nov 26 (Reuters) – Aspiring lawyers have consistently rated their experience at law schools well over the past two decades, with about 80% rating their experience as either “good” or “excellent” on the annual Law School Survey of Student Engagement, although satisfaction rates among students of color were lower than among whites over the past 20 years.

The survey, opens new tab, part of Indiana University’s Center for Postsecondary Research, marked its 20th edition this month with a look back at how student diversity, debt loads, career plans and satisfaction levels have changed – or not – during that time.

Reflections on “US College Closures Are Expected to Soar, Fed Research Says” [Bloomberg.com]

On 12/07/2024, in 21st century, Artificial Intelligence/Agents/LLMs/and Related, assessment, business side of he, change, changing business models, colleges, community colleges, cost of getting a degree, dangers of the status quo, Daniel S. Christian, data related items, economics, faculty/staff, game-changing environment, higher education, ideas, law schools, learning ecosystem, Learning from the Living [Class] Room, legislatures / government / legal, liberal arts, new business models, parents/guardians, policy, reinvent, society, staying relevant, student-related, surviving, United States, universities, vendors, by Daniel Christian

US College Closures Are Expected to Soar, Fed Research Says — from bloomberg.com

Fed research created predictive model of college stress
Worst-case scenario forecasts 80 additional closures

The number of colleges that close each year is poised to significantly increase as schools contend with a slowdown in prospective students.

That’s the finding of a new working paper published by the Federal Reserve Bank of Philadelphia, where researchers created predictive models of schools’ financial distress using metrics like enrollment and staffing patterns, sources of revenue and liquidity data. They overlayed those models with simulations to estimate the likely increase of future closures.

Excerpt from the working paper:

We document a high degree of missing data among colleges that eventually close and show that this is a key impediment to identifying at risk institutions. We then show that modern machine learning techniques, combined with richer data, are far more effective at predicting college closures than linear probability models, and considerably more effective than existing accountability metrics. Our preferred model, which combines an off-the-shelf machine learning algorithm with the richest set of explanatory variables, can significantly improve predictive accuracy even for institutions with complete data, but is particularly helpful for predicting instances of financial distress for institutions with spotty data.

From DSC:
Questions that come to my mind here include:

Shouldn’t the public — especially those relevant parents and students — be made more aware of these types of papers and reports?
.
How would any of us like finishing up 1-3 years of school and then being told that our colleges or universities were closing, effective immediately? (This has happened many times already.) and with the demographic cliff starting to hit higher education, this will happen even more now.
.
Adding insult to injury…when we transfer to different institutions, we’re told that many of our prior credits don’t transfer — thus adding a significant amount to the overall cost of obtaining our degrees.
.
Would we not be absolutely furious to discover such communications from our prior — and new — colleges and universities?
.
Will all of these types of closures move more people to this vision here?

Relevant excerpts from Ray Schroeder’s recent articles out at insidehighered.com:

Winds of Change in Higher Ed to Become a Hurricane in 2025

A number of factors are converging to create a huge storm. Generative AI advances, massive federal policy shifts, broad societal and economic changes, and the demographic cliff combine to create uncertainty today and change tomorrow.

Higher Education in 2025: AGI Agents to Displace People

The anticipated enrollment cliff, reductions in federal and state funding, increased inflation, and dwindling public support for tuition increases will combine to put even greater pressure on university budgets.

On the positive side of things, the completion rates have been getting better:

National college completion rate ticks up to 61.1% — from highereddive.com by Natalie Schwartz
Those who started at two-year public colleges helped drive the overall increase in students completing a credential.

Dive Brief:

Completion rates ticked up to 61.1% for students who entered college in fall 2018, a 0.5 percentage-point increase compared to the previous cohort, according to data released Wednesday by the National Student Clearinghouse Research Center.
The increase marks the highest six-year completion rate since 2007 when the clearinghouse began tracking the data. The growth was driven by fewer students stopping out of college, as well as completion gains among students who started at public two-year colleges.
“Higher completion rates are welcome news for colleges and universities still struggling to regain enrollment levels from before the pandemic,” Doug Shapiro, the research center’s executive director, said in a statement dated Wednesday.

Addendum:

Attention Please: Professors Struggle With Student Disengagement — from edsurge.com

The stakes are huge, because the concern is that maybe the social contract between students and professors is kind of breaking down. Do students believe that all this college lecturing is worth hearing? Or, will this moment force a change in the way college teaching is done?

How AI is transforming learning for dyslexic students — from eschoolnews.com by Samay Bhojwani, University of Nebraska–Lincoln
As schools continue to adopt AI-driven tools, educators can close the accessibility gap and help dyslexic students thrive

Many traditional methods lack customization and don’t empower students to fully engage with content on their terms. Every dyslexic student experiences challenges differently, so a more personalized approach is essential for fostering comprehension, engagement, and academic growth.
…
Artificial intelligence is increasingly recognized for its potential to transform educational accessibility. By analyzing individual learning patterns, AI-powered tools can tailor content to meet each student’s specific needs. For dyslexic students, this can mean summarizing complex texts, providing auditory support, or even visually structuring information in ways that aid comprehension.

NotebookLM How-to Guide 2024 — from ai-supremacy.com by Michael Spencer and Alex McFarland
With Audio Version | A popular guide reloaded.

In this guide, I’ll show you:

How to use the new advanced audio customization features
Two specific workflows for synthesizing information (research papers and YouTube videos)
Pro tips for maximizing results with any type of content
Common pitfalls to avoid (learned these the hard way)

The State of Instructional Design 2024: A Field on the Brink of Disruption? — from drphilippahardman.substack.com by Dr. Philippa Hardman
My hot takes from a global survey I ran with Synthesia

As I mentioned on LinkedIn, earlier this week Synthesia published the results of a global survey that we ran together the state of instructional design in 2024.

Boundless Socratic Learning: Google DeepMind’s Vision for AI That Learns Without Limits — from by Giorgio Fazio

Google DeepMind researchers have unveiled a groundbreaking framework called Boundless Socratic Learning (BSL), a paradigm shift in artificial intelligence aimed at enabling systems to self-improve through structured language-based interactions. This approach could mark a pivotal step toward the elusive goal of artificial superintelligence (ASI), where AI systems drive their own development with minimal human input.

The promise of Boundless Socratic Learning lies in its ability to catalyze a shift from human-supervised AI to systems that evolve and improve autonomously. While significant challenges remain, the introduction of this framework represents a step toward the long-term goal of open-ended intelligence, where AI is not just a tool but a partner in discovery.

5 courses to take when starting out a career in Agentic AI — from techloy.com by David Adubiina
This will help you join the early train of experts who are using AI agents to solve real world problems.

This surge in demand is creating new opportunities for professionals equipped with the right skills. If you’re considering a career in this innovative field, the following five courses will provide a solid foundation when starting a career in Agentic AI.

A New Era for Law Firm Learning and Development [Kubicki]

On 12/04/2024, in Artificial Intelligence/Agents/LLMs/and Related, career development, human-computer interaction (HCI), ideas, law schools, Legal operations, legislatures / government / legal, productivity / tips and tricks, professional development, skills, by Daniel Christian

(An excerpt from Brainyacts #253 12/3/24)

A New Era for Law Firm Learning and Development — from brainyacts.beehiiv.com by Josh Kubicki

By becoming early adopters, law firms can address two critical challenges in professional development:

1. Empowering Educators and Mentors
Generative AI equips legal educators, practice group leaders, and mentors with tools to amplify their impact. It assists with:

Content generation: …
Research facilitation: …
Skill-building frameworks: …

…
2. Cracking the Personalized Learning Code
Every lawyer’s learning needs are unique. Generative AI delivers hyper-personalized educational experiences that adapt to an individual’s role, practice area, and career stage. This addresses the “Two Sigma Problem” (the dramatic performance gains of one-on-one tutoring) by making tailored learning scalable and actionable. Imagine:

AI-driven tutors: …
Instant feedback loops: …
Adaptive learning models: …

Case Study: Building AI Tutors in Legal Education
…
Moving Beyond CLEs: A New Vision for Professional Development…

How to Secure Your 2025 Legal Tech [Bailey at the ABA] + several other legaltech-related items

On 12/03/2024, in Artificial Intelligence/Agents/LLMs/and Related, Canada, cloud-based computing / apps / other cloud-related, data related items, ethics, law schools, Legal operations, legal reform, legal technologies, legislatures / government / legal, policy, privacy, strategy, using teams, vendors, by Daniel Christian

How to Secure Your 2025 Legal Tech — from americanbar.org by Rachel Bailey

Summary

With firms increasingly open to AI tools, now is an exciting time to do some blue-sky thinking about your firm’s technology as a whole.
This is a chance for teams to envision the future of their firm’s technology landscape and make bold choices that align with long-term goals.
Learn six tips that will improve your odds of approval for your legal tech budget.

Also relevant, see:

Why Technology-Driven Law Firms Are Poised For Long-Term Success — from forbes.com by Daniel Farrar

Client expectations have shifted significantly in today’s technology-driven world. Quick communication and greater transparency are now a priority for clients throughout the entire case life cycle. This growing demand for tech-enhanced processes comes not only from clients but also from staff, and is set to rise even further as more advances become available.
…
I see the shift to cloud-based digital systems, especially for small and midsized law firms, as evening the playing field by providing access to robust tools that can aid legal services. Here are some examples of how legal professionals are leveraging tech every day…

Just 10% of law firms have a GenAI policy, new Thomson Reuters report shows — from legaltechnology.com by Caroline Hill

Just 10% of law firms and 21% of corporate legal teams have now implemented policies to guide their organisation’s use of generative AI, according to a report out today (2 December) from Thomson Reuters.

AI & Law Symposium: Students Exploring Innovation, Challenges, and Legal Implications of a Technological Revolution — from allard.ubc.ca

Artificial Intelligence (AI) has been rapidly deployed around the world in a growing number of sectors, offering unprecedented opportunities while raising profound legal and ethical questions. This symposium will explore the transformative power of AI, focusing on its benefits, limitations, and the legal challenges it poses.

AI’s ability to revolutionize sectors such as healthcare, law, and business holds immense potential, from improving efficiency and access to services, to providing new tools for analysis and decision-making. However, the deployment of AI also introduces significant risks, including bias, privacy concerns, and ethical dilemmas that challenge existing legal and regulatory frameworks. As AI technologies continue to evolve, it is crucial to assess their implications critically to ensure responsible and equitable development.

The role of legal teams in creating AI ethics guardrails — from legaldive.com by Catherine Dawson
For organizations to balance the benefits of artificial intelligence with its risk, it’s important for counsel to develop policy on data governance and privacy.

How Legal Aid and Tech Collaboration Can Bridge the Justice Gap — from law.com by Kelli Raker and Maya Markovich
“Technology, when thoughtfully developed and implemented, has the potential to expand access to legal services significantly,” write Kelli Raker and Maya Markovich.

Challenges and Concerns
Despite the potential benefits, legal aid organizations face several hurdles in working with new technologies:

1. Funding and incentives: Most funding for legal aid is tied to direct legal representation, leaving little room for investment in general case management or exploration of innovative service delivery methods to exponentially scale impact.

2. Jurisdictional inconsistency: The lack of a unified court system or standardized forms across regions makes it challenging to develop accurate and widely applicable tech solutions in certain types of matters.

3. Organizational capacity: Many legal aid organizations lack the time and resources to thoroughly evaluate new tech offerings or collaboration opportunities or identify internal workflows and areas of unmet need with the highest chance for impact.

4. Data privacy and security: Legal aid providers need assurance that tech protects client data and avoids misuse of sensitive information.

5. Ethical considerations: There’s significant concern about the accuracy of information produced by consumer-facing technology and the potential for inadvertent unauthorized practice of law.

“Why Technology-Driven Law Firms Are Poised For Long-Term Success” [Farrar] + other items re: legaltech

On 11/27/2024, in Artificial Intelligence/Agents/LLMs/and Related, cloud-based computing / apps / other cloud-related, human-computer interaction (HCI), ideas, innovation, instructional design, law schools, learning, learning ecosystem, Learning Experience Design, Legal operations, legal reform, legal technologies, legislatures / government / legal, skills, tools, United States, vendors, by Daniel Christian

Below is an excerpt from 2024: The State of Generative AI in the Enterprise — from Menlo Ventures

Legal: Historically resistant to tech, the legal industry ($350 million in enterprise AI spend) is now embracing generative AI to manage massive amounts of unstructured data and automate complex, pattern-based workflows. The field broadly divides into litigation and transactional law, with numerous subspecialties. Rooted in litigation, Everlaw* focuses on legal holds, e-discovery, and trial preparation, while Harvey and Spellbook are advancing AI in transactional law with solutions for contract review, legal research, and M&A. Specific practice areas are also targeted AI innovations: EvenUp focuses on injury law, Garden on patents and intellectual property, Manifest on immigration and employment law, while Eve* is re-inventing plaintiff casework from client intake to resolution.

Excerpt from Brainyacts #250 (from 11/22/24) — from the Leveraging Generative AI in Client Interviews section

Here’s what the article from Forbes said:

CodeSignal, an AI tech company, has launched Conversation Practice, an AI-driven platform to help learners practice critical workplace communication and soft skills.
Conversation Practice uses multiple AI models and a natural spoken interface to simulate real-world scenarios and provide feedback.
The goal is to address the challenge of developing conversational skills through iterative practice, without the awkwardness of peer role-play.

What I learned about this software changed my perception about how I can prepare in the future for client meetings. Here’s what I’ve taken away from the potential use of this software in a legal practice setting:

Why Technology-Driven Law Firms Are Poised For Long-Term Success — from forbes.com by Daniel Farrar

I see the shift to cloud-based digital systems, especially for small and midsized law firms, as evening the playing field by providing access to robust tools that can aid legal services. Here are some examples of how legal professionals are leveraging tech every day:

- Cloud-based case management solutions. These help enhance productivity through collaboration tools and automated workflows while keeping data secure.
- E-discovery tools. These tools manage vast amounts of data and help speed up litigation processes.
- Artificial intelligence. AI has helped automate tasks for legal professionals including for case management, research, contract review and predictive analytics.

7 Legal Tech Trends To Watch In 2025 — from lexology.com by Sacha Kirk
Australia, United Kingdom November 25 2024

In-house legal teams are changing from a traditional support function to becoming proactive business enablers. New tools are helping legal departments enhance efficiency, improve compliance, and to deliver greater strategic value.

Here’s a look at seven emerging trends that will shape legal tech in 2025 and insights on how in-house teams can capitalise on these innovations.

1. AI Solutions…
2. Regulatory Intelligence Platforms…
…
7. Self-Service Legal Tools and Knowledge Management
As the demand on in-house legal teams continues to grow, self-service tools are becoming indispensable for managing routine legal tasks. In 2025, these tools are expected to evolve further, enabling employees across the organisation to handle straightforward legal processes independently. Whether it’s accessing pre-approved templates, completing standard agreements, or finding answers to common legal queries, self-service platforms reduce the dependency on legal teams for everyday tasks.

Advanced self-service tools go beyond templates, incorporating intuitive workflows, approval pathways, and built-in guidance to ensure compliance with legal and organisational policies. By empowering business users to manage low-risk matters on their own, these tools free up legal teams to focus on complex and high-value work.

Building the lawyer of the future [Furlong]

On 11/21/2024, in career development, change, changing business models, competency-based learning/education, Emotion, ethics, law schools, legal reform, legal technologies, legislatures / government / legal, morals/values, workplace, by Daniel Christian

Building the lawyer of the future — from jordanfurlong.substack.com by Jordan Furlong
Here’s my latest “Future Lawyer Starter Kit.” Tell me what you think.

Building upon this knowledge foundation, I suggest that future lawyers should develop the following ten human competencies (through a completely overhauled education, training, and licensing process, but that’s a topic for another day):

Acting ethically
Advocating and negotiating
Demonstrating character
Displaying empathy
Exercising judgment
Giving advice
Reasoning legally
Relating with people
Resolving conflicts
Solving problems

What DICE does in this posting will be available 24x7x365 in the future [Christian]

On 11/20/2024, in 21st century, 24x7x365 access, adjunct faculty, adult learning, Artificial Intelligence/Agents/LLMs/and Related, business, career development, changing business models, colleges, communities of practice, community colleges, content development, aggregation, repositories, corporate / business world, corporate universities / corporate training, cost of getting a degree, Daniel S. Christian, digital learning, distance education, education technology, elearning, emerging technologies, entrepreneurship, experimentation, faculty/staff, future, future of higher education, game-changing environment, global / globalization, heutagogy, higher education, homeschooling/homeschoolers, human-computer interaction (HCI), ideas, innovation, instructional design, intelligent systems, intelligent tutoring, internet, K-12 related, law schools, learning, learning agents, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, learning hubs & pods & microschooling, learning preferences, learning spaces, liberal arts, library / librarians, lifelong learning, MBA, microlearning, multimedia, Natural Language Processing (NLP), neurodivergent/special needs, New "Amazon.com" of Higher Education, new business models, online learning, online media, online tutoring, personalized/customized learning, platforms, productivity / tips and tricks, remote teaching and learning, skills, staying relevant, student-related, surviving, teachers, teaching & learning, teaching online, technologies for your home, training / L&D, universities, vendors, videoconferencing, virtual field trips, virtual K-12 schools, Virtual Reality (VR) / worlds / learning, virtual tutoring, vision/possibilities, vocational / trades, voice recognition / voice enabled interfaces, web-based collaboration, Web3, webinars, workplace, by Daniel Christian

From DSC:
First of all, when you look at the following posting:

What Top Tech Skills Should You Learn for 2025? — from dice.com by Nick Kolakowski

…you will see that they outline which skills you should consider mastering in 2025 if you want to stay on top of the latest career opportunities. They then list more information about the skills, how you apply the skills, and WHERE to get those skills.

I assert that in the future, people will be able to see this information on a 24x7x365 basis.

Which jobs are in demand?
What skills do I need to do those jobs?
WHERE do I get/develop those skills?

And that last part (about the WHERE do I develop those skills) will pull from many different institutions, people, companies, etc.

BUT PEOPLE are the key! Oftentimes, we need to — and prefer to — learn with others!

“Leveraging AI to Grow Your Legal Practice” [americanbar.org] + other items re: legaltech

On 11/19/2024, in 21st century, 24x7x365 access, Artificial Intelligence/Agents/LLMs/and Related, Australia, bots, Canada, emerging technologies, future, game-changing environment, innovation, law schools, Legal operations, legal reform, legal technologies, legislatures / government / legal, UK, United States, vendors, by Daniel Christian

Five key issues to consider when adopting an AI-based legal tech — from legalfutures.co.uk by Mark Hughes

As more of our familiar legal resources have started to embrace a generative AI overhaul, and new players have come to the market, there are some key issues that your law firm needs to consider when adopting an AI-based legal tech.

Licensing
Data protection
The data sets
…and others

Knowable Introduces Gen AI Tool It Says Will Revolutionize How Companies Interact with their Contracts — from lawnext.com by Bob Ambrogi

Knowable, a legal technology company specializing in helping organizations bring order and organization to their executed agreements, has announced Ask Knowable, a suite of generative AI-powered tools aimed at transforming how legal teams interact with and understand what is in their contracts.

Released today as a commercial preview and set to launch for general availability in March 2025, the feature marks a significant step forward in leveraging large language models to address the complexities of contract management, the company says.

The Global Legal Post teams up with LexisNexis to explore challenges and opportunities of Gen AI adoption — from globallegalpost.com by
Series of articles will investigate key criteria to consider when investing in Gen AI

The Global Legal Post has teamed up with LexisNexis to help inform readers’ decision-making in the selection of generative AI (Gen AI) legal research solutions.

The Generative AI Legal Research Hub in association with LexisNexis will host a series of articles exploring the key criteria law firms and legal departments should consider when seeking to harness the power of Gen AI to improve the delivery of legal services.

Leveraging AI to Grow Your Legal Practice — from americanbar.org

Summary

AI-powered tools like chat and scheduling meet clients’ demand for instant, personalized service, improving engagement and satisfaction.
Firms using AI see up to a 30% increase in lead conversion, cutting client acquisition costs and maximizing marketing investments.
AI streamlines processes, speeds up response times, and enhances client engagement—driving growth and long-term client retention.

How a tech GC views AI-enabled efficiencies and regulation — from legaldive.com by Justin Bachman
PagerDuty’s top in-house counsel sees legal AI tools as a way to scale resources without adding headcount while focusing lawyers on their high-value work.

Innovations in Legal Practice: How Tim Billick’s Firm Stays Ahead with AI and Technology — from techtimes.com by Elena McCormick

Enhancing Client Service through Technology
Beyond internal efficiency, Billick’s firm utilizes technology to improve client communication and engagement. By adopting client-facing AI tools, such as chatbots for routine inquiries and client portals for real-time updates, Practus makes legal processes more transparent and accessible to its clients. According to Billick, this responsiveness is essential in IP law, where clients often need quick updates and answers to time-sensitive questions about patents, trademarks, and licensing agreements.

AI-driven client management software is also part of the firm’s toolkit, enabling Billick and his team to track each client’s case progress and share updates efficiently. The firm’s technology infrastructure supports clients from various sectors, including engineering, software development, and consumer products, tailoring case workflows to meet unique needs within each industry. “Clients appreciate having immediate access to their case status, especially in industries where timing is crucial,” Billick shares.

New Generative AI Study Highlights Adoption, Use and Opportunities in the Legal Industry — from prnewswire.com by Relativity

CHICAGO, Nov. 12, 2024 /PRNewswire/ — Relativity, a global legal technology company, today announced findings from the IDC InfoBrief, Generative AI in Legal 2024, commissioned by Relativity. The study uncovers the rapid increase of generative AI adoption in the legal field, examining how legal professionals are navigating emerging challenges and seizing opportunities to drive legal innovation.

The international study surveyed attorneys, paralegals, legal operations professionals and legal IT professionals from law firms, corporations and government agencies. Respondents were located in Australia, Canada, Ireland, New Zealand, the United Kingdom and the United States. The data uncovered important trends on how generative AI has impacted the legal industry and how legal professionals will use generative AI in the coming years.

Learning Ecosystems

Building the lawyer of the future [Furlong]

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