7 legaltech trends to watch in 2024 — from lexology.com by Sacha Kirk

Legal technology, or ‘legaltech’, is transforming the legal sector by automating processes and enhancing the provision of legal services. As we approach 2024, several trends within this field are particularly worth keeping an eye on. These not only promise to streamline legal operations but will also help increase the in-house legal department’s visibility and value to the organisation.

Here are seven legaltech trends poised to make an impact in the coming year.

1. Artificial intelligence and machine learning
AI and machine learning remain pivotal in legaltech, especially for in-house lawyers who deal with vast quantities of contracts and complex legal matters. In 2024, these technologies will be integral for legal research, contract review, and the drafting of legal documents. Statistics from the Tech & the Law 2023 Report state more than three in five corporate legal departments (61%) have adopted generative AI in some capacity, with 7% actively using generative AI in their day-to-day work. With constant improvements to LLM (Large Language Models) by the big players, i.e. OpenAI, Google, and Microsoft (via OpenAI), 2024 will see more opportunities open and efficiencies gained for legal teams.


Our top 5 legal technology trends predicted for 2024 — from legalfutures.co.uk

5. ID verification software
With identity fraud on the increase there is a growing demand from the Government for people to be identified with accuracy and they are proposing to pass legislation in February 2024 that will tighten the requirements for the professional organisations involved.  They will promote the use of technology to reduce the risk of fraudulent transactions including mortgage fraud where according to Experian’s Report “the greatest jump in fraud cases has been seen …. with fraud increasing from around 41 cases to around 52 cases per 10,000 applications.”


Guest Post: The Year in Justice Tech: 2023 Report and News Roundup — from lawnext.com by Maya Markovich, executive director of the Justice Technology Association

In 2023, the justice tech ecosystem continued to grow rapidly, with a significant increase in solutions addressing access to justice-related challenges for consumers. Justice tech caught the interest of both impact investors, as well as those seeking opportunities to fund the disruption of antiquated systems via technology.


Consulting Giants See AI Shaving Years Off the Path to Partner — from bloomberg.com by Irina Anghel

  • To make it to partner level typically takes at least a decade
  • AI seen freeing up junior staffers to do more meaningful work

Consulting giants and law firms are looking to artificial intelligence to speed up the time it takes junior staffers to make it to the prestigious partner level as the technology eliminates vast swaths of the repetitive, time-consuming tasks that typically filled up their first few years on the job.


Stock Up 10% in December; Unveils Groundbreaking Initiatives — from in.investing.com by Aayush Khanna (India)

Excerpt from DSC — and I’m not out to give legal or investing advice. I just really appreciated the list of legaltech-related innovations:

In the LegalTech realm, QiLegal emerges as a robust cloud-based platform, aiming to digitize the legal framework. Envisaged to propel the justice system with Virtual Courts, Online Dispute Resolution, and AI-enabled Drafting, QiLegal responds to the estimated USD 100 billion global LegalTech market.


The essential role of creator and customer collaboration in legal tech — from legaldive.com by Relativity (sponsored content; emphasis below from DSC)

However, with these high stakes and wide margins for error in hand, the accuracy, defensibility, and reliability of that AI is subject to intense professional and judicial scrutiny. And for good reason: anything less than the thoughtful, intentional development of specifically fit-for-purpose AI applications in this realm can contribute to the loss of millions of dollars, the livelihoods of countless individuals, and deeply damaging miscarriages of justice.


Generative AI and the small law firm: The value of legal domain expertise — from thomsonreuters.com by Mark Haddad
In our new blog series, we continue to discuss how small law firms can leverage their natural advantages with generative artificial intelligence to compete at a higher level

Gen AI presents unprecedented opportunities for small law firms to compete.

The idea that legal Gen AI means turning over legal decision-making to a machine overlooks the importance of the data portion of the Venn diagram above. A properly trained and targeted Gen AI application for legal use will build on the work of lawyers in the form of cases, statutes, briefs and memoranda, how-to guides, contracts, client advisories, templates — all the esoteric and robust data that results from lawyers’ expertise and knowledge.

All law firms, even smaller ones, have an opportunity to leverage their own data assets against competitors at scale once their lawyers identify and curate the appropriate critical data sets from within their firm and embed them within the AI solution. This proprietary data can be combined with larger pools of data from authoritative external sources like trusted legal content sources to further strengthen the responses that the Gen AI tool provides.


AAA® Launches New AAAi Lab Offering Products, Education, Guidance & News Resources — from prnewswire.com by American Arbitration Assocation
Latest Technology Innovation Seeks to Support AAA Users, Arbitrators & Broader Legal Community with Incorporating Generative AI into ADR Processes

NEW YORKDec. 6, 2023 /PRNewswire/ — The American Arbitration Association® (AAA) and its international division, the International Centre for Dispute Resolution® (ICDR®), announces the launch of the AAAi Lab, a web center supporting AAA users, arbitrators, in-house counsel and law firms with policy guidance, educational webinars and tools for embracing generative AI in alternative dispute resolution.


ANALYSIS: Most M&A Attorneys Would Use AI for Due Diligence — from news.bloomberglaw.com by Abena Opong-Fosu

Artificial intelligence (AI) has infiltrated almost every facet of daily life. For M&A lawyers, exposure to AI and machine learning tools likely comes from deals involving the buying and selling of AI companies as well as through the software the lawyers use on a daily basis.

Most deal lawyers who responded to a recent Bloomberg Law survey said that they’re open to using AI at some point in dealmaking.

 

Introducing Gemini: our largest and most capable AI model — from blog.google by Sundar Pichai and Demis Hassabis
Making AI more helpful for everyone

Today, we’re a step closer to this vision as we introduce Gemini, the most capable and general model we’ve ever built.

Gemini is the result of large-scale collaborative efforts by teams across Google, including our colleagues at Google Research. It was built from the ground up to be multimodal, which means it can generalize and seamlessly understand, operate across and combine different types of information including text, code, audio, image and video.



One year in: from ChatGPT3.5 to a whole new world — from stefanbauschard.substack.com by Stefan Bauschard
Happy Birthday to ChatGPT 3.5+. You’re growing up so fast!

So, in many ways, ChatGPT and its friends are far from as intelligent as a human; they do not have “general” intelligence (AGI).

But this will not last for long. The debate about ProjectQ aside, AIs with the ability to engage in high-level reasoning, plan, and have long-term memory are expected in the next 2–3 years. We are already seeing AI agents that are developing the ability to act autonomously and collaborate to a degree. Once AIs can reason and plan, acting autonomously and collaborating will not be a challenge.


ChatGPT is winning the future — but what future is that? — from theverge.com by David Pierce
OpenAI didn’t mean to kickstart a generational shift in the technology industry. But it did. Now all we have to decide is where to go from here.

We don’t know yet if AI will ultimately change the world the way the internet, social media, and the smartphone did. Those things weren’t just technological leaps — they actually reorganized our lives in fundamental and irreversible ways. If the final form of AI is “my computer writes some of my emails for me,” AI won’t make that list. But there are a lot of smart people and trillions of dollars betting that’s the beginning of the AI story, not the end. If they’re right, the day OpenAI launched its “research preview” of ChatGPT will be much more than a product launch for the ages. It’ll be the day the world changed, and we didn’t even see it coming.


AI is overhyped” — from theneurondaily.com by Pete Huang & Noah Edelman

If you’re feeling like AI is the future, but you’re not sure where to start, here’s our advice for 2024 based on our convos with business leaders:

  1. Start with problems – Map out where your business is spending time and money, then ask if AI can help. Don’t do AI to say you’re doing AI.
  2. Model the behavior – Teams do better in making use of new tools when their leadership buys in. Show them your support.
  3. Do what you can, wait for the rest – With AI evolving so fast, “do nothing for now” is totally valid. Start with what you can do today (accelerating individual employee output) and keep up-to-date on the rest.

Google says new AI model Gemini outperforms ChatGPT in most tests — from theguardian.com by Dan Milmo
Gemini is being released in form of upgrade to Google’s chatbot Bard, but not yet in UK or EU

Google has unveiled a new artificial intelligence model that it claims outperforms ChatGPT in most tests and displays “advanced reasoning” across multiple formats, including an ability to view and mark a student’s physics homework.

The model, called Gemini, is the first to be announced since last month’s global AI safety summit, at which tech firms agreed to collaborate with governments on testing advanced systems before and after their release. Google said it was in discussions with the UK’s newly formed AI Safety Institute over testing Gemini’s most powerful version, which will be released next year.

 

34 Big Ideas that will change our world in 2024 — from linkedin.com

34 Big Ideas that will change our world in 2024 -- from linkedin.com 

Excerpts:

6. ChatGPT’s hype will fade, as a new generation of tailor-made bots rises up
11. We’ll finally turn the corner on teacher pay in 2024
21. Employers will combat job applicants’ use of AI with…more AI
31. Universities will view the creator economy as a viable career path

 

New Podcast and An Update on TPS — from onedtech.philhillaa.com by Phil Hill (and Glenda Morgan)
Announcing a new podcast: Online Education Across the Atlantic 

Morgan and I are working to ensure that our coverage of EdTech and online education is more global in nature, avoiding the pitfall of looking only in the US bubble. Yesterday’s post on the OEB conference is one example of this scope.

We’re happy to announce that we are working with UK-based Neil Mosley, who is one of our favorite writers on EdTech, on a new podcast. Online Education Across the Atlantic intentionally takes a broader view of education trends, and it is available with AppleSpotifyGoogle, or any of your favorite podcast players. The links below go to Apple, but you can use your favorite with the links above.

Online education across the Atlantic

 

Why Entrepreneurship Might Save Our Kids—and the Rest of Us. — from gettingsmart.com by Katie Kimbrell

Key Points (emphasis DSC):

  • We need to be asking our students “How did you put your ideas into the world today?”.
  • To be human is to be entrepreneurial.

One of my favorite mom friends asks her young school-aged kids every day, “What did you make today?”

I love how subtly subversive this question is. Not, “How was school today?” “Were you good today?” or, “How’s [insert school subject] going?” But, How did you put your ideas out into the world today?” 

That simple question understands this fundamental truth: to be human is to create, to employ our imaginations and partake in forming the world we want to live in.


Microschool in a Box: Programs Enabling the Microschool Movement — from gettingsmart.com by Nate McClennen

Key Points

  • Microschools are not new. In fact, they are as old as learning itself.
  • Funding and operations can be difficult within a microschool model. Programs and other organizations can support planning, design and implementation.

Microschools are meeting strong market demand for more personalized, more contextualized and more relevant learning for every student. Programs like ASU Prep’s Microschool in a Box make it possible for more learners to become future-ready with access to affordable, relational microschool learning.

Nate McClennen


The Science of Classroom Design — from edutopia.org by Youki Terada and Stephen Merrill
Our comprehensive, all-in, research-based look at the design of effective learning spaces.

Topics include:

  • Light
  • Ventilation and air quality
  • Complexity and color
  • Data walls
  • Nature, plants, and greenery
  • Representation
    • Students can experience representation in classrooms by seeing their own or peers’ artifacts on walls and in shared virtual spaces, or by being exposed to images and references that mirror their interests, passions, and backgrounds.
  • Flexibility
  • Learning differences and neurodivergence
  • Heat
  • Acoustics/noise
  • Seating arrangements
  • Learning Zones

Addendum on 12/1/23:

 

The Beatles’ final song is now streaming thanks to AI — from theverge.com by Chris Welch
Machine learning helped Paul McCartney and Ringo Starr turn an old John Lennon demo into what’s likely the band’s last collaborative effort.


Scientists excited by AI tool that grades severity of rare cancer — from bbc.com by Fergus Walsh

Artificial intelligence is nearly twice as good at grading the aggressiveness of a rare form of cancer from scans as the current method, a study suggests.

By recognising details invisible to the naked eye, AI was 82% accurate, compared with 44% for lab analysis.

Researchers from the Royal Marsden Hospital and Institute of Cancer Research say it could improve treatment and benefit thousands every year.

They are also excited by its potential for spotting other cancers early.


Microsoft unveils ‘LeMa’: A revolutionary AI learning method mirroring human problem solving — from venturebeat.com by Michael Nuñez

Researchers from Microsoft Research Asia, Peking University, and Xi’an Jiaotong University have developed a new technique to improve large language models’ (LLMs) ability to solve math problems by having them learn from their mistakes, akin to how humans learn.

The researchers have revealed a pioneering strategy, Learning from Mistakes (LeMa), which trains AI to correct its own mistakes, leading to enhanced reasoning abilities, according to a research paper published this week.

Also from Michael Nuñez at venturebeat.com, see:


GPTs for all, AzeemBot; conspiracy theorist AI; big tech vs. academia; reviving organs ++448 — from exponentialviewco by Azeem Azhar and Chantal Smith


Personalized A.I. Agents Are Here. Is the World Ready for Them? — from ytimes.com by Kevin Roose (behind a paywall)

You could think of the recent history of A.I. chatbots as having two distinct phases.

The first, which kicked off last year with the release of ChatGPT and continues to this day, consists mainly of chatbots capable of talking about things. Greek mythology, vegan recipes, Python scripts — you name the topic and ChatGPT and its ilk can generate some convincing (if occasionally generic or inaccurate) text about it.

That ability is impressive, and frequently useful, but it is really just a prelude to the second phase: artificial intelligence that can actually do things. Very soon, tech companies tell us, A.I. “agents” will be able to send emails and schedule meetings for us, book restaurant reservations and plane tickets, and handle complex tasks like “negotiate a raise with my boss” or “buy Christmas presents for all my family members.”


From DSC:
Very cool!


Nvidia Stock Jumps After Unveiling of Next Major AI Chip. It’s Bad News for Rivals. — from barrons.com

On Monday, Nvidia (ticker: NVDA) announced its new H200 Tensor Core GPU. The chip incorporates 141 gigabytes of memory and offers up to 60% to 90% performance improvements versus its current H100 model when used for inference, or generating answers from popular AI models.

From DSC:
The exponential curve seems to be continuing — 60% to 90% performance improvements is a huge boost in performance.

Also relevant/see:


The 5 Best GPTs for Work — from the AI Exchange

Custom GPTs are exploding, and we wanted to highlight our top 5 that we’ve seen so far:

 

Growing Enrollment, Shrinking Future — from insidehighered.com by Liam Knox
Undergraduate enrollment rose for the first time since 2020, stoking hopes for a long-awaited recovery. But surprising areas of decline may dampen that optimism.

There is good news and bad news in the National Student Clearinghouse Research Center’s latest enrollment report.

First, the good news: undergraduate enrollment climbed by 2.1 percent this fall, its first total increase since 2020. Enrollment increases for Black, Latino and Asian students—by 2.2 percent, 4.4 percent and 4 percent, respectively—were especially notable after last year’s declines.

The bad news is that freshman enrollment declined by 3.6 percent, nearly undoing last year’s gain of 4.6 percent and leaving first-year enrollment less than a percentage point higher than it was in fall 2021, during the thick of the pandemic. Those declines were most pronounced for white students—and, perhaps most surprisingly, at four-year institutions with lower acceptance rates, reversing years of growth trends for the most selective colleges and universities.


An Army of Temps: AFT Contingent Faculty Quality of Work/Life Report 2022 — from aft.org (American Federation of Teachers) by Randi Weingarten, Fedrick C. Ingram, and Evelyn DeJesus

An Army of Temps: AFT Contingent Faculty Quality of Work/Life Report 2022 -- from aft.org

This recent survey adds to our understanding of how contingency plays out in the lives of millions of college and university faculty.

  • More than one-quarter of respondents earn less than $26,500 annually. The percentage of faculty respondents earning below the federal poverty line has remained unchanged through all three reports, which is not surprising with real wages falling behind inflation throughout the academy.2
  • Only 22.5 percent of respondents report having a contract that provides them with continuing employment, even assuming adequate enrollment and satisfactory job performance.
  • For 3 out of 4 respondents, employment is only guaranteed for a term or semester at a time.
  • Two-thirds of part-time respondents want to work full time but are offered only part-time work.
  • Twenty-two percent of those responding report having anxiety about accessing adequate food, with another 6 percent reporting reduced food intake due to lack of resources.
  • Only 45 percent of respondents have access to employer-provided health insurance, and nearly 19 percent rely on Medicare/Medicaid.
  • Nearly half of faculty members surveyed have put off getting needed healthcare, including mental health services, and 68 percent have forgone dental care.
  • Fewer than half of faculty surveyed have received the training they need to help students in crisis.
  • Only 45 percent of respondents believe that their college administration guarantees academic freedom in the classroom at a time when right-wing legislators are passing laws removing control of the curriculum from educators.

From DSC:
A college or university’s adjunct faculty members — if they are out there practicing what they are teaching about — are some of the most valuable people within higher education. They have real-life, current experience. They know which skills are necessary to thrive in their fields. They know their sections of the marketplace.


Some parts of rural America are changing fast. Can higher education keep up? — from usatoday.com by Nick Fouriezos (Open Campus)
More states have started directly tying academic programming to in-demand careers.

Across rural America, both income inequality and a lack of affordable housing are on the rise. Remote communities like the Tetons are facing not just an economic challenge, but also an educational one, as changing workforce needs meet a critical skills and training gap.

Earlier this month, Montana announced that 12 of its colleges would establish more than a dozen “micro-pathways” – stackable credential programs that can be completed in less than a year – to put people on a path to either earning an associate degree or immediately getting hired in industries such as health, construction, manufacturing and agriculture.

“Despite unemployment hitting record lows in Montana, rural communities continue to struggle economically, and many low-income families lack the time and resources to invest in full-time education and training,” the Montana University System announced in a statement with its partner on the project, the national nonprofit Education Design Lab.


Colleges Must Respond to America’s Skill-Based Economy — from edsurge.com by Mordecai I. Brownlee (Columnist)

To address our children’s hunger and our communities’ poverty, our educational system must be redesigned to remove the boundaries between high school, college and careers so that more Americans can train for and secure employment that will sustain them.

In 2021, Jobs for the Future outlined a pathway toward realizing such a revolution in The Big Blur report, which argues for a radical restructuring of education for grades 11 through 14 by erasing the arbitrary dividing line between high school and college. Ideas for accomplishing this include courses and work experiences for students designed for career preparation.


The New Arms Race in Higher Ed — from jeffselingo.com by Jeff Selingo

Bottom line: Given all the discussion about the value of a college education, if you’re looking for “amenities” on campuses these days be sure to find out how faculty are engaging students (both in person and with tools like AR/VR), whether they’re teaching students about using AI, and ways institutions are certifying learning with credentials that have currency in the job market.

In that same newsletter, also see Jeff’s section entitled, “Where Canada leads the U.S. in higher ed.”


College Uncovered — from hechingerreport.org

Thinking of going to college? Sending your kid? You may already be caught up in the needless complexity of the admissions process, with its never-ending stress and that “you’ll-be-lucky-to-get-in” attitude from colleges that nonetheless pretend to have your interests at heart.

What aren’t they telling you? A lot, as it turns out — beginning with how much they actually cost, how long it will take to finish, the likelihood that graduates get jobs and the myriad advantages that wealthy applicants enjoy. They don’t want you to know that transfer credits often aren’t accepted, or that they pay testing companies for the names of prospects to recruit and sketchy advice websites for the contact information of unwitting students. And they don’t reveal tricks such as how to get admitted even if you’re turned down as a freshman.

But we will. In College Uncovered, from The Hechinger Report and GBH News, two experienced higher education journalists pull back the ivy on how colleges and universities really work, providing information students and their parents need to have before they make one of the most expensive decisions in their lives: whether and where to go to college. We expose the problems, pitfalls and risks, with inside information you won’t hear on other podcasts, including disconcerting facts that they’ve sometimes pried from unwilling universities.
.


Fall 2023 enrollment trends in 5 charts — from highereddive.com by Natalie Schwartz
We’re breaking down some of the biggest developments this term, based on preliminary figures from the National Student Clearinghouse Research Center.

Short-term credentials continued to prove popular among undergraduate and graduate students. In fall 2023, enrollment in undergraduate certificate programs shot up 9.9% compared to the year before, while graduate certificate enrollment rose 5.7%.

Degree programs didn’t fare as well. Master’s programs saw the smallest enrollment increase, of 0.2%, followed by bachelor’s degree programs, which saw headcounts rise 0.9%.


President Speaks: Colleges need an overhaul to meet the future head on — from highereddive.com by Beth Martin
Higher education faces an existential threat from forces like rapidly changing technology and generational shifts, one university leader argues.

Higher education must increasingly equip students with the skills and mindset to become lifelong learners — to learn how to learn, essentially — so that no matter what the future looks like, they will have the skills, mindset and wherewithal to learn whatever it is that they need and by whatever means. That spans from the commitment of a graduate program or something as quick as a microcredential.

Having survived the pandemic, university administrators, faculty, and staff no longer have their backs against the wall. Now is the time to take on these challenges and meet the future head on.

 

Nearly half of CEOs believe that AI not only could—but should—replace their own jobs — from finance.yahoo.com by Orianna Rosa Royle; via Harsh Makadia

Researchers from edX, an education platform for upskilling workers, conducted a survey involving over 1,500 executives and knowledge workers. The findings revealed that nearly half of CEOs believe AI could potentially replace “most” or even all aspects of their own positions.

What’s even more intriguing is that 47% of the surveyed executives not only see the possibility of AI taking over their roles but also view it as a desirable development.

Why? Because they anticipate that AI could rekindle the need for traditional leadership for those who remain.

“Success in the CEO role hinges on effective leadership, and AI can liberate time for this crucial aspect of their role,” Andy Morgan, Head of edX for Business comments on the findings.

“CEOs understand that time saved on routine tasks can stimulate innovation, nurture creativity, and facilitate essential upskilling for their teams, fostering both individual and organizational success,” he adds.

But CEOs already know this: EdX’s research echoed that 79% of executives fear that if they don’t learn how to use AI, they’ll be unprepared for the future of work.

From DSC:
By the way, my first knee-jerk reaction to this was:

WHAT?!?!?!? And this from people who earn WAAAAY more than the average employee, no doubt.

After a chance to calm down a bit, I see that the article does say that CEOs aren’t going anywhere. Ah…ok…got it.


Strange Ways AI Disrupts Business Models, What’s Next For Creativity & Marketing, Some Provocative Data — from .implications.com by Scott Belsky
In this edition, we explore some of the more peculiar ways that AI may change business models as well as recent releases for the world of creativity and marketing.

Time-based business models are liable for disruption via a value-based overhaul of compensation. Today, as most designers, lawyers, and many trades in between continue to charge by the hour, the AL-powered step-function improvements in workflows are liable to shake things up.

In such a world, time-based billing simply won’t work anymore unless the value derived from these services is also compressed by a multiple (unlikely). The classic time-based model of billing for lawyers, designers, consultants, freelancers etc is officially antiquated. So, how might the value be captured in a future where we no longer bill by the hour? …

The worlds of creativity and marketing are rapidly changing – and rapidly coming together

#AI #businessmodels #lawyers #billablehour

It becomes clear that just prompting to get images is a rather elementary use case of AI, compared to the ability to place and move objects, change perspective, adjust lighting, and many other actions using AI.



AlphaFold DB provides open access to over 200 million protein structure predictions to accelerate scientific research. — from

AlphaFold is an AI system developed by DeepMind that predicts a protein’s 3D structure from its amino acid sequence. It regularly achieves accuracy competitive with experiment.


After 25 years of growth for the $68 billion SEO industry, here’s how Google and other tech firms could render it extinct with AI — from fortune.com by Ravi Sen and The Conversation

But one other consequence is that I believe it may destroy the $68 billion search engine optimization industry that companies like Google helped create.

For the past 25 years or so, websites, news outlets, blogs and many others with a URL that wanted to get attention have used search engine optimization, or SEO, to “convince” search engines to share their content as high as possible in the results they provide to readers. This has helped drive traffic to their sites and has also spawned an industry of consultants and marketers who advise on how best to do that.

As an associate professor of information and operations management, I study the economics of e-commerce. I believe the growing use of generative AI will likely make all of that obsolete.


ChatGPT Plus members can upload and analyze files in the latest beta — from theverge.com by Wes Davis
ChatGPT Plus members can also use modes like Browse with Bing without manually switching, letting the chatbot decide when to use them.

OpenAI is rolling out new beta features for ChatGPT Plus members right now. Subscribers have reported that the update includes the ability to upload files and work with them, as well as multimodal support. Basically, users won’t have to select modes like Browse with Bing from the GPT-4 dropdown — it will instead guess what they want based on context.


Google agrees to invest up to $2 billion in OpenAI rival Anthropic — from reuters.com by Krystal Hu

Oct 27 (Reuters) – Alphabet’s (GOOGL.O) Google has agreed to invest up to $2 billion in the artificial intelligence company Anthropic, a spokesperson for the startup said on Friday.

The company has invested $500 million upfront into the OpenAI rival and agreed to add $1.5 billion more over time, the spokesperson said.

Google is already an investor in Anthropic, and the fresh investment would underscore a ramp-up in its efforts to better compete with Microsoft (MSFT.O), a major backer of ChatGPT creator OpenAI, as Big Tech companies race to infuse AI into their applications.


 

 

The Game-Changer: How Legal Technology is Transforming the Legal Sector — from todaysconveyancer.co.uk by Perfect Portal

Rob Lawson, Strategic Sales Manager at Perfect Portal discussed why he thinks legal technology is so important:

“I spent almost 20 years in private practice and was often frustrated at the antiquated technology and processes that were deployed. It is one of the reasons that I love working in legal tech to provide solutions and streamline processes in the modern law firm. One of the major grumbles for practitioners is the amount of admin that they must do to fulfil the needs of their clients. Technology can automate routine tasks, streamline processes, and help manage large volumes of data more effectively. This then allows legal professionals to focus on more strategic aspects of their work. Ultimately this will increase efficiency and productivity.”



Some gen AI vendors say they’ll defend customers from IP lawsuits. Others, not so much. — from techcrunch.com by Kyle Wiggers

A person using generative AI — models that generate text, images, music and more given a prompt — could infringe on someone else’s copyright through no fault of their own. But who’s on the hook for the legal fees and damages if — or rather, when — that happens?

It depends.

In the fast-changing landscape of generative AI, companies monetizing the tech — from startups to big tech companies like Google, Amazon and Microsoft — are approaching IP risks from very different angles.


Clio Goes All Out with Major Product Announcements, Including A Personal Injury Add-On, E-Filing, and (Of Course) Generative AI — from lawnext.com by Bob Ambrogi

At its annual Clio Cloud Conference in Nashville today, the law practice management company Clio introduced an array of major new products and product updates, calling the series of announcements its most expansive product update ever in its 15-year history.


AI will invert the biglaw pyramid — from alexofftherecord.com by Cece Xie

These tasks that GPT can now handle are, coincidentally, common tasks for junior associates. From company and transaction summaries to legal research and drafting memos, analyzing and drafting have long been the purview of bright-eyed, bushy-tailed new law grads.

If we follow the capitalistic impulse of biglaw firms to its logical conclusion, this means that junior associates may soon face obsolescence. Why spend an hour figuring out how to explain an assignment to a first-year associate when you can just ask CoCounsel in five minutes? And the initial output will likely be better than a first-year’s initial work product, too.

Given the immense cost-savings that legal GPT products can confer, I suspect the rise of AI in legal tech will coincide with smaller junior associate classes. Gone are the days of 50+ junior lawyers all working on the same document review or due diligence. Instead, a fraction of those junior lawyers will be hired to oversee and QC the AI’s outputs. Junior associates will edit more than they do currently and manage more than they do right now. Juniors will effectively be more like midlevels from the get-go.


Beyond Law Firms: How Legal Tech’s Real Frontier Lies With SMBs (small and medium-sized businesses) — from forbes.com by Charles Brecque

Data and artificial intelligence are transforming the legal technology space—there’s no doubt about it. A recent Thomson Reuters Institute survey of lawyers showed that a large majority (82%) of respondents believe ChatGPT and generative AI can be readily applied to legal work.

While it’s tempting to think of legal tech as a playground exclusive to law firms, as technology enables employees without legal training to use and create legal frameworks and documentation, I’d like to challenge that narrative. Being the founder of a company that uses AI to manage contracts, the way I see it is the real magic happens when legal tech tools meet the day-to-day challenges of small and medium-sized businesses (known as “SMBs”).

 

WHAT WAS GARY MARCUS THINKING, IN THAT INTERVIEW WITH GEOFF HINTON? — from linkedin.com by Stephen Downes

Background (emphasis DSC): 60 Minutes did an interview with ‘the Godfather of AI’, Geoffrey Hinton. In response, Gary Marcus wrote a column in which he inserted his own set of responses into the transcript, as though he were a panel participant. Neat idea. So, of course, I’m stealing it, and in what follows, I insert my own comments as I join the 60 Minutes panel with Geoffrey Hinton and Gary Marcus.

Usually I put everyone else’s text in italics, but for this post I’ll put it all in normal font, to keep the format consistent.

Godfather of Artificial Intelligence Geoffrey Hinton on the promise, risks of advanced AI


OpenAI’s Revenue Skyrockets to $1.3 Billion Annualized Rate — from maginative.com by Chris McKay
This means the company is generating over $100 million per month—a 30% increase from just this past summer.

OpenAI, the company behind the viral conversational AI ChatGPT, is experiencing explosive revenue growth. The Information reports that CEO Sam Altman told the staff this week that OpenAI’s revenue is now crossing $1.3 billion on an annualized basis. This means the company is generating over $100 million per month—a 30% increase from just this past summer.

Since the launch of a paid version of ChatGPT in February, OpenAI’s financial growth has been nothing short of meteoric. Additionally, in August, the company announced the launch of ChatGPT Enterprise, a commercial version of its popular conversational AI chatbot aimed at business users.

For comparison, OpenAI’s total revenue for all of 2022 was just $28 million. The launch of ChatGPT has turbocharged OpenAI’s business, positioning it as a bellwether for demand for generative AI.



From 10/13:


New ways to get inspired with generative AI in Search — from blog.google
We’re testing new ways to get more done right from Search, like the ability to generate imagery with AI or creating the first draft of something you need to write.

 

Sparking online joy: five ways to keep students engaged — from timeshighereducation.com by Andrés Ordorica, Marcello Crolla, and Lizzy Garner-Foy
Five guiding principles to use when designing and developing content for short online courses that will keep students engaged

Keeping students engaged is a big challenge and one that’s key to making a short online course successful. With a diverse audience, a variety of learning preferences and a multitude of distractions in the online space, how can you create a course that successfully retains students’ attention? Here, we explore five guiding principles for designing an online course that is engaging and enjoyable.

By offering bitesize learning, embracing variety and interactivity, infusing meaning into content, fostering a learning community and adhering to the “less is more” principle, you can create a course that captivates your audience and cultivates a lasting love for learning. 


Speaking of pedagogical-related items, also see:

 

A three-headed monster — from rtalbert.org by Robert Talbert

The more I look around higher education, the more clearly it seems to me that there are three practices which we carry out every day – which seemed baked right into the very DNA of our current system of higher education – that are inimical to the actual purpose of higher education. Those practices are:

  • Lecturing,
  • Traditional grading, and
  • Student evaluations of teaching.

Before you get upset, let me say: I don’t think any of these practices is “evil”, and my understanding of the history of education says that all three were developed with good intentions, for legitimate reasons, to solve real problems. (With the possible exception of student evaluations of teaching – I’m working on trying to figure out where these came from and why they were invented.) But regardless of the background and intentions, they have taken over higher education like an invasive species.


Americans Value Good Teaching. Do Colleges? — from chronicle.com by Beth McMurtrie

“If you looked at the average person outside of higher education and said, you know, ‘We’ve created a culture in higher ed where our core thing we do isn’t valued,’ that makes absolutely no sense,” says Amy Hawkins, assistant provost for teaching and academic leadership at the University of Central Arkansas, which has been working to change that dynamic on campus. “It would be like saying in a company, ‘Well, customer service isn’t really a big deal to us. We’re about product development. We treat our customers like crap.’ I mean. That’s nonsensical.”

Does the public know this? And does it care?

Surveys show that what the public values most about higher education is good teaching and meaningful learning. 


What makes an effective microcredential programme? — from by Temesgen Kifle
Short, flexible and skills-focused, microcredentials must balance the needs of students and industry. Here are tips on how to develop courses that achieve this

Here are tips for higher education institutions (HEIs) to consider when creating and delivering microcredential programmes so they meet the needs of all stakeholders.

  1. Collaborate with accrediting bodies, employers and other HEIs
  2. Develop curricula with specific learning outcomes
  3. Review and update programmes regularly
  4. …and others mentioned here

An introduction to creating escape rooms — from timeshighereducation.com by Bernardo Pereira Nunes
Bernardo Pereira Nunes offers tips on how to get started on an escape room experience that will boost students’ teamwork, leadership, communication and problem-solving skills


Are you saving enough for college? Here’s what to know — from npr.org by Cory Turner

But I’ve also been hearing one intriguing question, over and over, that isn’t directly about loans or repayment, so much as it is about how to avoid them entirely. And it’s coming from parents of kids who’ve not yet traded in their sticker collections for student loans.

“I’ve got one little guy who’s about six years old,” Caleb Queern, of Austin, Texas, told me recently. “And my questions are, number one: How much should we be saving between now and the time my little guy is ready for college? And number two: What’s the best way to save for it?”


The Power of New Value Networks in Revolutionizing Education Systems — from michaelbhorn.substack.com by Michael B. Horn

Is school transformation possible without replacing the existing education system? In addition to Tom, Kelly Young of Education Reimagined joined me to argue that it’s not. In an educational landscape that constantly seeks marginal improvements, my guests spoke to the importance of embracing new value networks that support innovative approaches to learning. The conversation touched on the issue of programs that remain niche solutions, rather than robust, learner-centered alternatives. In exploring the concept of value networks, they both challenged the notion of transforming individual schools or districts alone. They argue for the creation of a new value network to truly revolutionize the education system. Of course, they admit that achieving this is no small feat, as it requires a paradigm shift in mindset and a careful balance between innovation and existing structures. In this conversation, we wrestle with the full implications of their findings and more.

 

In Iowa, a “Billy Madison Project” Yields a Different Way to do School — from by Sam Chaltain
A great flood reveals a new path . . .

The idea was simple: ask sixty community leaders to fan across the city’s public schools, follow in the footsteps of its youngest citizens, and report back on what they saw.

Fifty-nine said yes. What they found, Pickering says, “were kids with dead eyes. Kids not engaged. And kids who knew that school was a game – and the game was rigged.”

So the Billy Madison team used its findings to design a prospective high school that would actually produce what its participants said they wanted to see: 

Let kids pursue their passions. Give them real work to do.  And get them out of the school building, and in the community. 

Passion. Projects. People.


How 9 of the World’s Most Innovative Schools Ignite Children’s Love for Learning — from learntrepreneurs.com by Eva Keffenheim
And equip the next generation to become changemakers.


This thought-provoking discussion delves into the topic of system replacement in education. Is school transformation possible without replacing the existing education system? Joining [Michael] to discuss the question are Thomas Arnett of the Christensen Institute and Kelly Young of Education Reimagined.

In an educational landscape that constantly seeks marginal improvements, [Michael’s] guests speak to the importance of embracing new value networks that support innovative approaches to learning. They bring to light the issue of programs that remain niche solutions, rather than robust, learner-centered alternatives. In exploring the concept of value networks, [Michael’s] guests challenge the notion of transforming individual schools or districts alone. They argue for the creation of a new value network to truly revolutionize the education system. Of course, they admit that achieving this is no small feat, as it requires a paradigm shift in mindset and a careful balance between innovation and existing structures. In this conversation, we wrestle with the full implications of their findings and more.

From DSC:
This reminds me of the importance of TrimTab Groups who invent or test out something new apart from the mothership.


Technology in education — from unesco.org by ; via Eva Keffenheim
A tool on whose terms?

The 2023 GEM Report on technology and education explores these debates, examining education challenges to which appropriate use of technology can offer solutions (access, equity and inclusion; quality; technology advancement; system management), while recognizing that many solutions proposed may also be detrimental.

The report also explores three system-wide conditions (access to technology, governance regulation, and teacher preparation) that need to be met for any technology in education to reach its full potential.



Campus Road Trip Diary: 8 Things We Learned This Year About America’s Most Innovative High Schools — from the74million.org by Greg Toppo & Emmeline Zhao

Since last spring, journalists at The 74 have been crossing the U.S. as part of our 2023 High School Road Trip. It has embraced both emerging and established high school models, taking us to 13 schools from Rhode Island to California, Arizona to South Carolina, and in between.

It has brought us face-to-face with innovation, with programs that promote everything from nursing to aerospace to maritime-themed careers.

At each school, educators seem to be asking one key question: What if we could start over and try something totally new?

What we’ve found represents just a small sample of the incredible diversity that U.S. high schools now offer, but we’re noticing a few striking similarities that educators in these schools, free to experiment with new models, now share. Here are the top eight:
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Campus Road Trip Diary: 8 Things We Learned This Year About America’s Most Innovative High Schools

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Learners need: More voice. More choice. More control. -- this image was created by Daniel Christian

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Empowering Parents: School Choice and Technology — from obviouslythefuture.substack.com
Ep 2 | Joe Connor, Odyssey Education, ESAs, Streamlined Technology Platform, Informed Choices

What does it take to empower parents and decentralize schooling? Why is a diversity of school models important to parents? Are we at a tipping point?
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PROOF POINTS: Lowering test anxiety in the classroom — from hechingerreport.org/ by Jill Barshay
Review of 24 studies finds quizzes boost achievement and alleviate stress over exams

Several meta-analyses, which summarize the evidence from many studies, have found higher achievement when students take quizzes instead of, say, reviewing notes or rereading a book chapter. “There’s decades and decades of research showing that taking practice tests will actually improve your learning,” said David Shanks, a professor of psychology and deputy dean of the Faculty of Brain Sciences at University College London.

Still, many students get overwhelmed during tests. Shanks and a team of four researchers wanted to find out whether quizzes exacerbate test anxiety.  The team collected 24 studies that measured students’ test anxiety and found that, on average, practice tests and quizzes not only improved academic achievement, but also ended up reducing test anxiety. Their meta-analysis was published in Educational Psychology Review in August 2023.


The End of Scantron Tests — from theatlantic.com by Matteo Wong
Machine-graded bubble sheets are the defining feature of American schools. Today’s kindergartners may never have to fill one out.


Benefits of Pretesting in the Classroom — from learningscientists.org by Cindy Nebel

There are several possible reasons why pretesting worked in this study.

  1. Students paid more attention to the pretested material during the lecture.
  2. The pretest activated prior knowledge (some of them are clearly doing a lot of prework), and allowed them to encode the new information more deeply.
  3. They were doing a lot of studying of the pretested information outside of class.
  4. There are some great spaced retrieval effects going on. That is, students saw the material before lecture, they took a quiz on it during the pretest, then later they reviewed or quizzed themselves on that same material again during self-study.

 

The out-of-this-world project redefining ‘edutainment’ — from inavateonthenet.net by Reece Webb

A new planetarium project in the UK has the potential to revolutionise education and entertainment. Reece Webb reports.

Many integrators will work on a career defining project, and for Amir Khosh, a new, one-of-a-kind planetarium project nestled in the heart of Nottinghamshire, UK, has sat at the centre of his world.

A project more than five years in the making, ST Engineering Antycip will be part of the large-scale developmemt that is the Sherwood Observatory, which aims to drive education enrichment and visitor attraction in marginalised communities.

A new planetarium project in the UK has the potential to revolutionise education and entertainment. Reece Webb reports.


Also from inavateonthenet.net, see:

Digital Projection paints a picture at Vincent meets Rembrandt exhibition

 

Preparing Students for the AI-Enhanced Workforce — from insidehighered.com by Ray Schroeder
Our graduating and certificate-completing students need documented generative AI skills, and they need them now.

The common adage repeated again and again is that AI will not take your job; a person with AI skills will replace you. The learners we are teaching this fall who will be entering, re-entering or seeking advancement in the workforce at the end of the year or in the spring must become demonstrably skilled in using generative AI. The vast majority of white-collar jobs will demand the efficiencies and flexibilities defined by generative AI now and in the future. As higher education institutions, we will be called upon to document and validate generative AI skills.


AI image generators: 10 tools, 10 classroom uses — from ditchthattextbook.com by Matt Miller

AI image generators: 10 tools, 10 classroom uses


A Majority of New Teachers Aren’t Prepared to Teach With Technology. What’s the Fix? — from edweek.org by Alyson Klein

Think all incoming teachers have a natural facility with technology just because most are digital natives? Think again.

Teacher preparation programs have a long way to go in preparing prospective educators to teach with technology, according to a report released September 12 by the International Society for Technology in Education, a nonprofit.

In fact, more than half of incoming teachers—56 percent—lack confidence in using learning technology prior to entering the classroom, according to survey data included with the report.


5 Actual Use Cases of AI in Education: Newsletter #68 — from transcend.substack.com by Alberto Arenaza
What areas has AI truly impacted educators, learners & workers?

  1. AI Copilot for educators, managers and leaders
  2. Flipped Classrooms Chatbots
  3. AI to assess complex answers
  4. AI as a language learning tool
  5. AI to brainstorm ideas

AI-Powered Higher Ed — from drphilippahardman.substack.com by  Dr. Philippa Hardman
What a House of Commons round table discussion tells us about how AI will impact the purpose of higher education

In this week’s blog post I’ll summarise the discussion and share what we agreed would be the most likely new model of assessment in HE in the post-AI world.

But this in turn raises a bigger question: why do people go to university, and what is the role of higher education in the twenty first century? Is it to create the workforce of the future? Or an institution for developing deep and original domain expertise? Can and should it be both?


How To Develop Computational Thinkers — from iste.org by Jorge Valenzuela

In my previous position with Richmond Public Schools, we chose to dive in with computational thinking, programming and coding, in that order. I recommend building computational thinking (CT) competency first by helping students recognize and apply the four elements of CT to familiar problems/situations. Computational thinking should come first because it’s the highest order of problem-solving, is a cross-curricular skill and is understandable to both machines and humans. Here are the four components of CT and how to help students understand them.

 
© 2024 | Daniel Christian