The new legal intelligence — from jordanfurlong.substack.com by Jordan Furlong
We’ve built machines that can reason like lawyers. Artificial legal intelligence is becoming scalable, portable and accessible in ways lawyers are not. We need to think hard about the implications.

Much of the legal tech world is still talking about Clio CEO Jack Newton’s keynote at last week’s ClioCon, where he announced two major new features: the “Intelligent Legal Work Platform,” which combines legal research, drafting and workflow into a single legal workspace; and “Clio for Enterprise,” a suite of legal work offerings aimed at BigLaw.

Both these features build on Clio’s out-of-nowhere $1B acquisition of vLex (and its legally grounded LLM Vincent) back in June.

A new source of legal intelligence has entered the legal sector.

Legal intelligence, once confined uniquely to lawyers, is now available from machines. That’s going to transform the legal sector.


Where the real action is: enterprise AI’s quiet revolution in legal tech and beyond — from canadianlawyermag.com by Tim Wilbur
Harvey, Clio, and Cohere signal that organizational solutions will lead the next wave of change

The public conversation about artificial intelligence is dominated by the spectacular and the controversial: deepfake videos, AI-induced psychosis, and the privacy risks posed by consumer-facing chatbots like ChatGPT. But while these stories grab headlines, a quieter – and arguably more transformative – revolution is underway in enterprise software. In legal technology, in particular, AI is rapidly reshaping how law firms and legal departments operate and compete. This shift is just one example of how enterprise AI, not just consumer AI, is where real action is happening.

Both Harvey and Clio illustrate a crucial point: the future of legal tech is not about disruption for its own sake, but partnership and integration. Harvey’s collaborations with LexisNexis and others are about creating a cohesive experience for law firms, not rendering them obsolete. As Pereira put it, “We don’t see it so much as disruption. Law firms actually already do this… We see it as ‘how do we help you build infrastructure that supercharges this?’”

The rapid evolution in legal tech is just one example of a broader trend: the real action in AI is happening in enterprise software, not just in consumer-facing products. While ChatGPT and Google’s Gemini dominate the headlines, companies like Cohere are quietly transforming how organizations across industries leverage AI.

Also from canadianlawyermag.com, see:

The AI company’s plan to open an office in Toronto isn’t just about expanding territory – it’s a strategic push to tap into top technical talent and capture a market known for legal innovation.


Unseeable prompt injections in screenshots: more vulnerabilities in Comet and other AI browsers — from brave.com by Artem Chaikin and Shivan Kaul Sahib

Building on our previous disclosure of the Perplexity Comet vulnerability, we’ve continued our security research across the agentic browser landscape. What we’ve found confirms our initial concerns: indirect prompt injection is not an isolated issue, but a systemic challenge facing the entire category of AI-powered browsers. This post examines additional attack vectors we’ve identified and tested across different implementations.

As we’ve written before, AI-powered browsers that can take actions on your behalf are powerful yet extremely risky. If you’re signed into sensitive accounts like your bank or your email provider in your browser, simplysummarizing a Reddit postcould result in an attacker being able to steal money or your private data.

The above item was mentioned by Grant Harvey out at The Neuron in the following posting:


Robin AI’s Big Bet on Legal Tech Meets Market Reality — from lawfuel.com

Robin’s Legal Tech Backfire
Robin AI, the poster child for the “AI meets law” revolution, is learning the hard way that venture capital fairy dust doesn’t guarantee happily-ever-after. The London-based legal tech firm, once proudly waving its genAI-plus-human-experts flag, is now cutting staff after growth dreams collided with the brick wall of economic reality.

The company confirmed that redundancies are under way following a failed major funding push. Earlier promises of explosive revenue have fizzled. Despite around $50 million in venture cash over the past two years, Robin’s 2025 numbers have fallen short of investor expectations. The team that once ballooned to 200 is now shrinking.

The field is now swarming with contenders: CLM platforms stuffing genAI into every feature, corporate legal teams bypassing vendors entirely by prodding ChatGPT directly, and new entrants like Harvey and Legora guzzling capital to bulldoze into the market. Even Workday is muscling in.

Meanwhile, ALSPs and AI-powered pseudo-law firms like Crosby and Eudia are eating market share like it’s free pizza. The number of inhouse teams actually buying these tools at scale is still frustratingly small. And investors don’t have much patience for slow burns anymore.


Why Being ‘Rude’ to AI Could Win Your Next Case or Deal — from thebrainyacts.beehiiv.com by Josh Kubicki

TL;DR: AI no longer rewards politeness—new research shows direct, assertive prompts yield better, more detailed responses. Learn why this shift matters for legal precision, test real-world examples (polite vs. blunt), and set up custom instructions in OpenAI (plus tips for other models) to make your AI a concise analytical tool, not a chatty one. Actionable steps inside to upgrade your workflow immediately.



 

Is Your Institution Ready for the Earnings Premium Buzzsaw? — from ailearninsights.substack.com by Alfred Essa

On Wednesday [October 29th, 2025], I’m launching the Beta version of an Education Accountability Website (”EDU Accountability Lab”). It analyzes federal student aid, institutional outcomes, and accountability metrics across 6,000+ colleges and universities in the US.

Our Mission
The EDU Accountability Lab delivers independent, data-driven analysis of higher education with a focus on accountability, affordability, and outcomes. Our audience includes policymakers, researchers, and taxpayers who seek greater transparency and effectiveness in postsecondary education. We take no advocacy position on specific institutions, programs, metrics, or policies. Our goal is to provide clear and well-documented methods that support policy discussions, strengthen institutional accountability, and improve public understanding of the value of higher education.

But right now, there’s one area demanding urgent attention.

Starting July 1, 2026, every degree program at every institution receiving federal student aid must prove its graduates earn more than people without that credential—or lose Title IV eligibility.

This isn’t about institutions passing or failing. It’s about programs. Every Bachelor’s in Psychology. Every Master’s in Education. Every Associate in Nursing. Each one assessed separately. Each one facing the same pass-or-fail tests.

 

70% of Americans say feds shouldn’t control admissions, curriculum — from highereddive.com by Natalie Schwartz
The Public Religion Research Institute poll comes as the Trump administration is pressuring colleges to change their policies.

Dive Brief: 

  • Most polled Americans, 70%, disagreed that the federal government should control “admissions, faculty hiring, and curriculum at U.S. colleges and universities to ensure they do not teach inappropriate material,” according to a survey released Wednesday by the Public Religion Research Institute.
  • The majority of Americans across political parties — 84% of Democrats, 75% of independents and 58% of Republicans — disagreed with federal control over these elements of college operations.
  • The poll’s results come as the Trump administration seeks to exert control over college workings, including in its recent offer of priority for federal research funding in exchange for making sweeping policy changes aligned with the government’s priorities.

Also see:

 

The Most Innovative Law Schools (2025) — from abovethelaw.com by Staci Zaretsky
Forget dusty casebooks — today’s leaders in legal education are using AI, design thinking, and real-world labs to reinvent how law is taught.

“[F]rom AI labs and interdisciplinary centers to data-driven reform and bold new approaches to design and client service,” according to National Jurist’s preLaw Magazine, these are the law schools that “exemplify innovation in action.”

  1. North Carolina Central University School of Law
  2. Suffolk University Law School
  3. UC Berkeley School of Law
  4. Nova Southeastern University Shepard Broad College of Law
  5. Northeastern University School of Law
  6. Maurice A. Deane School of Law at Hofstra University
  7. Seattle University School of Law
  8. Case Western Reserve University School of Law
  9. University of Miami School of Law
  10. Benjamin N. Cardozo School of Law at Yeshiva University
  11. Vanderbilt University Law School
  12. Southwestern Law School

Click here to read short summaries of why each school made this year’s list of top innovators.


Clio’s Metamorphosis: From Practice Management To A Comprehensive AI And Law Practice Provider — from abovethelaw.com by Stephen Embry
Clio is no longer a practice management company. It’s much more of a comprehensive provider of all needs of its customers big and small.

Newton delivered what may have been the most consequential keynote in the company’s history and one that signals a shift by Clio from a traditional practice management provider to a comprehensive platform that essentially does everything for the business and practice of law.

Clio also earlier this year acquired vLex, the heavy-duty AI legal research player. The acquisition is pending regulatory approval. It is the vLex acquisition that is powering the Clio transformation that Newton described in his keynote.

vLex has a huge amount of legal data in its wheelhouse to power sophisticated legal AI research. On top of this data, vLex developed Vincent, a powerful AI tool to work with this data and enable all sorts of actions and work.

This means a couple of things. First, by acquiring vLex, Clio can now offer its customers AI legal research tools. Clio customers will no longer have to go one place for its practice management needs and a second place for its substantive legal work, like research. It makes what Clio can provide much more comprehensive and all inclusive.


‘Adventures In Legal Tech’: How AI Is Changing Law Firms — from abovethelaw.com
Ernie the Attorney shares his legal tech takes.

Artificial intelligence will give solos and small firms “a huge advantage,” according to one legal tech consultant.

In this episode of “Adventures in Legal Tech,” host Jared Correia speaks with Ernie Svenson — aka “Ernie the Attorney” — about the psychology behind resistance to change, how law firms are positioning their AI use, the power of technology for business development, and more.


Legal software: how to look for and compare AI in legal technology — from legal.thomsonreuters.com by Chris O’Leary

Highlights

  • Legal ops experts can categorize legal AI platforms and software by the ability to streamline key tasks such as legal research, document processing or analysis, and drafting.
  • The trustworthiness and accuracy of AI hinge on the quality of its underlying data; solutions like CoCounsel Legal are grounded in authoritative, expert-verified content from Westlaw and Practical Law, unlike providers that may rely on siloed or less reliable databases.
  • When evaluating legal software, firms should use a framework that assesses critical factors such as integration with existing tech stacks, security, scalability, user adoption, and vendor reputation.

ASU Law appoints a director of AI and Legal Tech Studio, advancing its initiative to reimagine legal education — from law.asu.edu

The Sandra Day O’Connor College of Law at Arizona State University appointed Sean Harrington as director of the newly established AI and Legal Tech Studio, a key milestone in ASU Law’s bold initiative to reimagine legal education for the artificial intelligence era. ASU, ranked No. 1 in innovation for the 11th consecutive year, drives AI solutions that enhance teaching, enrich student training and facilitate digital transformation.


The American Legal Technology Awards Name 2025 Winners — from natlawreview.com by Tom Martin

The sixth annual American Legal Technology Awards were presented on Wednesday, October 15th, at Suffolk University Law School (Boston), recognizing winners across ten categories. There were 211 nominees who were evaluated by 27 judges.

The honorees on the night included:

 

“Future of Professionals Report” analysis: Why AI will flip law firm economics — from thomsonreuters.com by Ragunath Ramanathan
AI forces a reinvention of law firm billing models, the market will reward those firms that price by outcome, guarantee efficiency, and are transparent. The question then isn’t whether to change — it’s whether firms will stand on the sidelines or lead

Key insights:

  • Efficiency and cost savings are expected  AI is significantly increasing efficiency and reducing costs in the legal industry, with each lawyer expecting to save 190 work-hours per year by leveraging AI, resulting in approximately $20 billion worth of work-savings in the US alone.
  • Challenges to the billable hour model — The traditional billable hour model is being challenged by AI advancements, as lawyers are now able to complete tasks more efficiently and quickly, leading some law firms to explore alternative pricing models that reflect the value delivered rather than the time spent.
  • Opportunities for smaller law firms — AI presents unique opportunities for smaller law firms to differentiate themselves and compete with larger firms, as AI solutions allow smaller firms to access advanced technology without significant investment and deliver innovative pricing models.

The legal industry is undergoing a significant transformation that’s being driven by the rapid adoption of AI — a shift that is poised to redefine traditional practices, particularly the billable hour model, a cornerstone of law firm operations.

Not surprisingly, AI is anticipated to have the biggest impact on the legal industry over the next five years, with 80% of law firm survey respondents to Thomson Reuters recently published 2025 Future of Professionals report saying that they expect AI to fundamentally alter how they conduct business, especially around how law firms price, staff, and deliver legal work to their clients.


 

International AI Safety Report — from internationalaisafetyreport.org

About the International AI Safety Report
The International AI Safety Report is the world’s first comprehensive review of the latest science on the capabilities and risks of general-purpose AI systems. Written by over 100 independent experts and led by Turing Award winner Yoshua Bengio, it represents the largest international collaboration on AI safety research to date. The Report gives decision-makers a shared global picture of AI’s risks and impacts, serving as the authoritative reference for governments and organisations developing AI policies worldwide. It is already shaping debates and informing evidence-based decisions across research and policy communities.

 

Goldman economists on the Gen Z hiring nightmare: ‘Jobless growth’ is probably the new normal — from fortune.com by Nick Lichtenberg (this article is behind a paywall)

The challenging U.S. labor market is entering a new normal, according to Goldman Sachs economists David Mericle and Pierfrancesco Mei, who tackled the phenomenon of “jobless growth” in an Oct. 13 note. It resonates with what Federal Reserve Chair Jerome Powell memorably described in September as a “low-hire, low-fire” labor market, in which, for some reason, “kids coming out of college and younger people, minorities, are having a hard time finding jobs.”

Some analysts blame the downturn in entry-level hiring on the impact of AI on the economy, others on macroeconomic uncertainty, especially the seesawing tariffs regime from the Trump administration. The takeaway is clear, though, that getting hired is really hard in the mid-2020s.

This shift is clear in data collated by the investment bank. Payroll growth by industry shows almost all sectors outside health care posting weak, zero, or even negative net job creation, despite otherwise solid macroeconomic indicators. Meanwhile, the share of executives who mention both AI and employment in the same context on earnings calls has reached historic highs.?

For now, Mericle’s “low-hire, low-fire” diagnosis serves as both warning and guide: Jobless growth may not mean mass layoffs, but it does mean fewer opportunities for job seekers and slower rebounds from economic shocks in the years to come.?

 

When Heads Butt — from kathleendelaski.substack.com by Kathlee deLaski
An actual debate at LinkedIn Headquarters on the value of the college degree

Coincidentally published the same day, our books do take opposing views in parts. Scott is very strong on the value of the traditional degree, but wants to help students see beyond “the major,” telling them not to rely on what essentially amounts to a minority of the courses you’ll take in college to find your path to passion and employment. He urges them to find a “field of study,” to build in a broader range of self-directed experiences and classes to find your purpose and profession. (I love this and recommend his book.)

WhiIe I don’t recommend against college, “Who Needs College Anymore?” points to the growing number of employers and colleges that are offering skills-based career paths, that can be achieved with shorter term programs…that can be a stepladder to a degree, but don’t leave you credential-less if life gets in the way. I call on colleges to embrace all the market share they are leaving on the table, the 60% plus of Americans who are not getting a four-year degree, and to consider providing more modular professional pathway opportunities in addition to degrees.


Also re: higher education, see:

After years of quietly falling, college tuition is on the rise again — from hechingerreport.org
As colleges also pare back services, many students are paying more and getting less

Students nationwide are facing increases in tuition this fall of as high as 10 percent, along with new fees and rising costs for dorms and dining. And as in Pennsylvania, it’s an abrupt change from a period during which something happened that most Americans probably didn’t notice: Tuition had actually been falling, when adjusted for inflation, after decades of outpacing the cost of almost everything else.

That’s among the conclusions of The Hechinger Report’s update of its Tuition Tracker tool, which shows what students pay to go to individual colleges and universities based on their families’ incomes.

Considering the growing skepticism that college is “the magic ticket to the American dream,” said Gillen, raising tuition, for many higher education institutions, “definitely has the potential to be penny-wise and pound-foolish.” 

But universities and colleges are confronting unprecedented problems on the funding side. 

 

Nutrition education programs shutter amid funding cuts — from open-campus-dispatch.beehiiv.com by Colleen Murphy
SNAP-Ed programs teach low-income families about healthy eating habits and food preparation.

University-run nutrition education programs are closing around the country following Trump administration funding cuts. That means low-income families are losing access to information about healthy eating and cooking.

“When you teach people how to eat healthier, the students do better in school, the parents do better at work, that feeds the economy,” Mark Lynch, director of advocacy, told the TV station. “Everybody lives longer and stays out of the doctor’s offices or the ERs.”

From DSC:
“Everybody lives longer and stays out of the doctor’s offices or the ERs.” DC: Yup. We can pay up front and be healthier as a society, or we can try to get people their necessary healthcare later on (probably costing us much more on the aggregate).

Making America Great Again…NOT!

 

Law Punx: The Future of the Legal Profession, With Electra Japonas — from artificiallawyer.com by Richard Tromans aand Electra Japonas

Takeaways:

  • The legal profession is undergoing significant changes due to AI.
  • Lawyers must adapt their skill sets to thrive in the future.
  • Drafting will become less important as AI takes over.
  • Understanding the ‘why’ behind legal work is crucial.
  • Lawyers will need to design systems and guardrails for AI.
  • The role of lawyers is shifting from executors to architects.
  • Law schools need to teach legal technology and systems design.
  • Client demands are changing the way law firms operate.
  • Law firms must adapt to new client expectations for efficiency.
  • The future of law will require a blend of legal knowledge and tech skills.

“We don’t want an opinion from you. We want a prompt from you.”


Legal Education Must Change Because of AI – Survey — from artificiallawyer.com
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Guest Column: As AI Helps Close the Justice Gap, Will It Save the Legal Profession or Replace It? — from lawnexts.com by Bob Ambrogi

The numbers are stark: 92% of low-income Americans receive no help with substantial civil legal problems, while small claims filings have plummeted 32% in just four years. But AI is changing the game. By making legal procedures accessible to pro se litigants and supercharging legal aid organizations, these tools are reviving dormant disputes and opening courthouse doors that have been effectively closed to millions.

 

Supreme Court Allows Trump to Slash Foreign Aid — from nytimes.com by Ann E. Marimow
The court’s conservative majority allowed the president to cut the funding in part because it said his flexibility to engage in foreign affairs outweighed “the potential harm” faced by aid recipients.

The Supreme Court on Friday allowed the Trump administration to withhold $4 billion in foreign aid that had been appropriated by Congress, in a preliminary test of President Trump’s efforts to wrest the power of the purse from lawmakers.

“The stakes are high: At issue is the allocation of power between the executive and Congress” over how government funds are spent, wrote Justice Elena Kagan, who was joined by Justices Sonia Sotomayor and Ketanji Brown Jackson.

“This result further erodes separation of powers principles that are fundamental to our constitutional order,” Nicolas Sansone, a lawyer with the Public Citizen Litigation Group who represents the coalition, said in a statement. “It will also have a grave humanitarian impact on vulnerable communities throughout the world.”


From DSC:
Do your friggin’ job Supreme Court justices! Your job is to uphold the Constitution and the laws of the United States of America! As you fully well know, it is the Legislative Branch (Congress) that allocates funding — not the Executive Branch.

And there will be horrible humanitarian impacts that are going to be felt in many places because this funding is being withheld.

Making America Great Again…NOT!!!


 

Top 50 Legal Employers Hiring Now: Where the Opportunities Are in 2025 — from jdjournal.com by Fatima E

For lawyers, paralegals, compliance professionals, and legal tech specialists, 2025 is shaping up to be a strong hiring year. According to a new LawCrossing report, the Top 50 Legal Employers Hiring Now highlights a wave of open positions across law firms, corporations, government agencies, and universities — a snapshot of where demand is highest and where job-seekers should be focusing their efforts.

The Types of Employers on the List
The Top 50 Legal Employers Hiring Now spans a diverse set of organizations:

  • Corporate Legal Departments: …
  • Law Firms: …
  • Government Agencies: …
  • Universities and Nonprofits: …

This diversity means opportunities exist for professionals at many career stages, whether you are a new graduate seeking entry-level work, a mid-career attorney looking for stability, or a seasoned litigator hoping to move in-house.


Also see:

Law StudentsRecord-Breaking Law School Enrollment as Applicant Boom Reshapes Legal Education — from jdjournal.com by Fatima E
.

Record-Breaking Law School Enrollment as Applicant Boom Reshapes Legal Education

.
U.S. law schools are experiencing a surge unlike anything seen in over a decade, with first-year J.D. classes hitting record sizes this fall. The unprecedented boom follows an 18 % year-over-year jump in applications, fueled by a mix of economic uncertainty, political engagement, and strong job prospects for recent graduates.


Also see:

Lawyers Council Explores Legal Innovation with Arizona Chief Justice Timmer — from iaals.du.edu

On September 16, members of the IAALS Lawyers Council gathered in downtown Denver to discuss the growing momentum of alternative business structures with Arizona Chief Justice Ann A. Scott Timmer and Jess Bednarz, IAALS’ Director of Legal Services and the Profession.

Arizona is on the frontlines of this movement, and Chief Justice Timmer talked about how alternative business structures have led to meaningful innovations in how lawyers in Arizona provide legal services.

Chief Justice Timmer credits a culture of innovation in Arizona for providing the ability for lawyers and businesses to try new ways of delivering legal services. She emphasized that lawyers are still at the heart of the practice of law in these alternative business structures, and that the structures allow lawyers to have added resources to innovate and reach more clients. This creativity has led to businesses and innovations that make the legal system easier to access, like financial planners and lawyers combining businesses or an app that helps people start the process of expunging criminal records.

 

On LawNext: Justice Workers — Reimagining Access to Justice as Democracy Work, with Rebecca Sandefur and Matthew Burnett — from lawnext.com by Bob Ambrogi

With as many as 120 million legal problems going unresolved in America each year, traditional lawyer-centered approaches to access to justice have consistently failed to meet the scale of need. But what if the solution is not just about providing more legal services — what if it lies in fundamentally rethinking who can provide legal help?

In today’s episode, host Bob Ambrogi is joined by two of the nation’s leading researchers on access to justice: Rebecca Sandefur, professor and director of the Sanford School of Social and Family Dynamics at Arizona State University and a faculty fellow at the American Bar Foundation, and Matthew Burnett, director of research and programs for the Access to Justice Research Initiative at the American Bar Foundation and an adjunct professor of law at Georgetown University Law Center.

 

Guest post: IP professionals are enthusiastic about AI but should adopt with caution, report says — from legaltechnology.com by Benoit Chevalier

Aiming to discover more about AI’s impact on the intellectual property (IP) field, Questel recently released the findings of its 2025 IP Outlook Research Report entitled “Pathways to Productivity: AI in IP”, the much-awaited follow-up to its inaugural 2024 study “Beyond the Hype: How Technology is Transforming IP.” The 2025 Report (“the Report”) polled over 500 patent and trademark professionals from various continents and countries across the globe.


With AI, Junior Lawyers Will Excavate Insights, Not Review Docs — from news.bloomberglaw.com by Eric Dodson Greenberg; some of this article is behind a paywall

As artificial intelligence reshapes the legal profession, both in-house and outside counsel face two major—but not unprecedented—challenges.

The first is how to harness transformative technology while maintaining the rigorous standards that define effective legal practice.

The second is how to ensure that new technology doesn’t impair the training and development of new lawyers.

Rigorous standards and apprenticeship are foundational aspects of lawyering. Preserving and integrating both into our use of AI will be essential to creating a stable and effective AI-enabled legal practice.


The AI Lie That Legal Tech Companies Are Selling…. — from jdsupra.com

Every technology vendor pitching to law firms leads with the same promise: our solution will save you time. They’re lying, and they know it. The truth about AI in legal practice isn’t that it will reduce work. It’s that it will explode the volume of work while fundamentally changing what that work looks like.

New practice areas will emerge overnight. AI compliance law is already booming. Algorithmic discrimination cases are multiplying. Smart contract disputes need lawyers who understand both code and law. The metaverse needs property rights. Cryptocurrency needs regulation. Every technological advance creates legal questions that didn’t exist yesterday.

The skill shift will be brutal for lawyers who resist. 


Finalists Named for 2025 American Legal Technology Awards — from lawnext.com by Bob Ambrogi

Finalists have been named for the 2025 American Legal Technology Awards, which honor exceptional achievement in various aspects of legal technology.

The awards recognize achievement in various categories related to legal technology, such as by a law firm, an individual, or an enterprise.

The awards will be presented on Oct. 15 at a gala dinner on the eve of the Clio Cloud Conference in Boston, Mass. The dinner will be held at Suffolk Law School.

Here are this year’s finalists:

 

Digital Accessibility with Amy Lomellini — from intentionalteaching.buzzsprout.com by Derek Bruff

In this episode, we explore why digital accessibility can be so important to the student experience. My guest is Amy Lomellini, director of accessibility at Anthology, the company that makes the learning management system Blackboard. Amy teaches educational technology as an adjunct at Boise State University, and she facilitates courses on digital accessibility for the Online Learning Consortium. In our conversation, we talk about the importance of digital accessibility to students, moving away from the traditional disclosure-accommodation paradigm, AI as an assistive technology, and lots more.

 
© 2025 | Daniel Christian