Merlyn Mind, an AI-powered digital assistant platform, announced the launch of a suite of large language models (LLMs) specifically tailored for the education sector under an open-source license.
Designing courses in an age of AI— from teachinginhighered.com by Maria Andersen Maria Andersen shares about designing courses in an age of artificial intelligence (AI) on episode 469 of the Teaching in Higher Ed podcast.
With generative AI, we have an incredible acceleration of change happening.
— Daniel Christian (he/him/his) (@dchristian5) June 23, 2023
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On giving AI eyes and ears— from oneusefulthing.org by Ethan Mollick AI can listen and see, with bigger implications than we might realize.
Excerpt:
But even this is just the beginning, and new modes of using AI are appearing, which further increases their capabilities. I want to show you some examples of this emerging world, which I think will soon introduce a new wave of AI use cases, and accompanying disruption.
We need to recognize that these capabilities will continue to grow, and AI will be able to play a more active role in the real world by observing and listening. The implications are likely to be profound, and we should start thinking through both the huge benefits and major concerns today.
Even though generative AI is a new thing, it doesn’t change why students cheat. They’ve always cheated for the same reason: They don’t find the work meaningful, and they don’t think they can achieve it to their satisfaction. So we need to design assessments that students find meaning in.
Tricia Bertram Gallant
Caught off guard by AI— from chonicle.com by Beth McMurtrie and Beckie Supiano Professor scrambled to react to ChatGPT this spring — and started planning for the fall
Excerpt:
Is it cheating to use AI to brainstorm, or should that distinction be reserved for writing that you pretend is yours? Should AI be banned from the classroom, or is that irresponsible, given how quickly it is seeping into everyday life? Should a student caught cheating with AI be punished because they passed work off as their own, or given a second chance, especially if different professors have different rules and students aren’t always sure what use is appropriate?
…OpenAI built tool use right into the GPT API with an update called function calling. It’s a little like a child’s ability to ask their parents to help them with a task that they know they can’t do on their own. Except in this case, instead of parents, GPT can call out to external code, databases, or other APIs when it needs to.
Each function in function calling represents a tool that a GPT model can use when necessary, and GPT gets to decide which ones it wants to use and when. This instantly upgrades GPT capabilities—not because it can now do every task perfectly—but because it now knows how to ask for what it wants and get it. .
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How ChatGPT can help disrupt assessment overload— from timeshighereducation.com by David Carless Advances in AI are not necessarily the enemy – in fact, they should prompt long overdue consideration of assessment types and frequency, says David Carless
Excerpt:
Reducing the assessment burden could support trust in students as individuals wanting to produce worthwhile, original work. Indeed, students can be co-opted as partners in designing their own assessment tasks, so they can produce something meaningful to them.
A strategic reduction in quantity of assessment would also facilitate a refocusing of assessment priorities on deep understanding more than just performance and carries potential to enhance feedback processes.
If we were to tackle assessment overload in these ways, it opens up various possibilities. Most significantly there is potential to revitalise feedback so that it becomes a core part of a learning cycle rather than an adjunct at its end. End-of-semester, product-oriented feedback, which comes after grades have already been awarded, fails to encourage the iterative loops and spirals typical of productive learning. .
Since AI in education has been moving at the speed of light, we built this AI Tools in Education database to keep track of the most recent AI tools in education and the changes that are happening every day.This database is intended to be a community resource for educators, researchers, students, and other edtech specialists looking to stay up to date. This is a living document, so be sure to come back for regular updates.
These claims conjure up the rosiest of images: human resource departments and their robot buddies solving discrimination in workplace hiring. It seems plausible, in theory, that AI could root out unconscious bias, but a growing body of research shows the opposite may be more likely.
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Companies’ use of AI didn’t come out of nowhere: For example, automated applicant tracking systems have been used in hiring for decades. That means if you’ve applied for a job, your resume and cover letter were likely scanned by an automated system. You probably heard from a chatbot at some point in the process. Your interview might have been automatically scheduled and later even assessed by AI.
From DSC:
Here was my reflection on this:
DC: Along these lines, I wonder if Applicant Tracking Systems cause us to become like typecast actors and actresses — only thought of for certain roles. Pigeonholed.
— Daniel Christian (he/him/his) (@dchristian5) June 23, 2023
In June, ResumeBuilder.com surveyed more than 1,000 employees who are involved in hiring processes at their workplaces to find out about their companies’ use of AI interviews.
The results:
43% of companies already have or plan to adopt AI interviews by 2024
Two-thirds of this group believe AI interviews will increase hiring efficiency
15% say that AI will be used to make decisions on candidates without any human input
More than half believe AI will eventually replace human hiring managers
Watch OpenAI CEO Sam Altman on the Future of AI — from bloomberg.com Sam Altman, CEO & Co-Founder, OpenAI discusses the explosive rise of OpenAI and its products and what an AI-laced future can look like with Bloomberg’s Emily Chang at the Bloomberg Technology Summit.
The implementation of generative AI within these products will dramatically improve educators’ ability to deliver personalized learning to students at scale by enabling the application of personalized assessments and learning pathways based on individual student needs and learning goals. K-12 educators will also benefit from access to OpenAI technology…
After 20 years as a classroom teacher & senior leader, I've collated lists of all the best stories and non-fiction I've bought, bookmarked or reviewed in my career and put together this collection of recommended books for children: from EYFS to KS5. https://t.co/8tGflWVXKS
An instrument for a city: An audio project filling one of London’s busiest roads with serene sounds
Why shouldn’t we have a piece of audio infrastructure as we do with lighting (lampposts) or seating, and use it to enable us to change the sound of a place, not once every 300 years but every second? We could transform the street using the sound of a rainforest into the sound of a river into the sound of voices.
From DSC: A very interesting idea here. I can’t help but think there are applications of this type of thing within some of our learning spaces out there.
Ernst and Young dug a little deeper. “Today’s disruptive working landscape requires organisations to largely restructure the way they are doing work,” they noted in a bulletin in March this year. “Time now spent on tasks will be equally divided between people and machines. For these reasons, workforce roles will change and so do the skills needed to perform them.”
The World Economic Forum has pointed to this global skills gap and estimates that, while 85 million jobs will be displaced, 50% of all employees will need reskilling and/or upskilling by 2025. This, it almost goes without saying, will require Learning and Development departments to do the heavy-lifting in this initial transformational phase but also in an on-going capacity.
“And that’s the big problem,” says Hardman. “2025 is only two and half years away and the three pillars of L&D – knowledge transference, knowledge reinforcement and knowledge assessment – are crumbling. They have been unchanged for decades and are now, faced by revolutionary change, no longer fit for purpose.”
ChatGPT is the shakeup education needs— from eschoolnews.com by Joshua Sine As technology evolves, industries must evolve alongside it, and education is no exception–especially when students heavily and regularly rely on edtech
Key points:
Education must evolve along with technology–students will expect it
Embracing new technologies helps education leverage adaptive technology that engage student interest
AI21 Labs concludes largest Turing Test experiment to date — from ai21.com As part of an ongoing social and educational research project, AI21 Labs is thrilled to share the initial results of what has now become the largest Turing Test in history by scale. .
Last night, Jensen Huang of NVIDIA gave his very first live keynote in 4-years.
The most show-stopping moment from the event was when he showed off the real-time AI in video games. A human speaks, the NPC responds, in real time and the dialogue was generated with AI on the fly. pic.twitter.com/TDoUM1zSiy
Bill Gates says AI is poised to destroy search engines and Amazon — from futurism.com by Victor Tangermann Who will win the AI [competition]? (DSC: I substituted the word competition here, as that’s what it is. It’s not a war, it’s a part of America’s way of doing business.)
“Whoever wins the personal agent, that’s the big thing, because you will never go to a search site again, you will never go to a productivity site, you’ll never go to Amazon again,” Gates said during a Goldman Sachs event on AI in San Francisco this week, as quoted by CNBC.
These AI assistants could “read the stuff you don’t have time to read,” he said, allowing users to get to information without having to use a search engine like Google.
The online learning platform edX introduced two new tools on Friday based on OpenAI’s ChatGPT technology: an edX plugin for ChatGPT and a learning assistant embedded in the edX platform, called Xpert.
According to the company, its plugin will enable ChatGPT Plus subscribers to discover educational programs and explore learning content such as videos and quizzes across edX’s library of 4,200 courses.
Bing is now the default search for ChatGPT— from theverge.com by Tom Warren; via superhuman.beehiiv.com The close partnership between Microsoft and OpenAI leads to plug-in interoperability and search defaults.
Excerpt:
OpenAI will start using Bing as the default search experience for ChatGPT. The new search functionality will be rolling out to ChatGPT Plus users today and will be enabled for all free ChatGPT users soon through a plug-in in ChatGPT.
Students with mobility challenges may find it easier to use generative AI tools — such as ChatGPT or Elicit — to help them conduct research if that means they can avoid a trip to the library.
Students who have trouble navigating conversations — such as those along the autism spectrum — could use these tools for “social scripting.” In that scenario, they might ask ChatGPT to give them three ways to start a conversation with classmates about a group project.
Students who have trouble organizing their thoughts might benefit from asking a generative AI tool to suggest an opening paragraph for an essay they’re working on — not to plagiarize, but to help them get over “the terror of the blank page,” says Karen Costa, a faculty-development facilitator who, among other things, focuses on teaching, learning, and living with ADHD. “AI can help build momentum.”
ChatGPT is good at productive repetition. That is a practice most teachers use anyway to reinforce learning. But AI can take that to the next level by allowing students who have trouble processing information to repeatedly generate examples, definitions, questions, and scenarios of concepts they are learning.
It’s not all on you to figure this out and have all the answers. Partner with your students and explore this together.
New legal tech tools showcased at CLOC 2023 — from legaldive.comRobert Freedman Innovations include a better way to evaluate law firm proposals, centralize all in-house legal requests in a single intake function and analyze agreements.
Typically, Legalweek has always been focused on eDiscovery, while CLOC was focused on matter management and contracts management. This time I noticed more balance in the vendor hall and sessions, with a broader range of services providers than before, including staffing providers, contracts management vendors and other new entrants in addition to eDiscovery vendors.
One theme dominated the show floor conversations: Over and over, the legal operators I talked with said if their technologies and vendors were able to develop better workflows, achieve more cost savings and report on the metrics that mattered to their GC, the GC could function as more of a business advisor to the C-suite.
While ChatGPT and the use of algorithms in social media get lots of attention, an important area where AI promises to have an impact is law.
The idea of AI deciding guilt in legal proceedings may seem far-fetched, but it’s one we now need to give serious consideration to.
That’s because it raises questions about the compatibility of AI with conducting fair trials. The EU has enacted legislation designed to govern how AI can and can’t be used in criminal law.
Over the last semester, I’ve been teaching two classes at Michigan State University College of Law, one called AI and the Law and the other called New Technologies and the Law, and a class at University of Michigan Law School called Legal Technology Literacy and Leadership. All three classes pushed me to keep up-to-date with the nearly-daily developments in AI, ChatGPT, and LLMs. I also did quite a lot of experiments, primarily with ChatGPT, especially GPT-4, and with Notion AI.
Below, you’ll learn about many of the solutions currently available. Keep in mind that this overview is not exhaustive. There are other similar tools currently available and the number of products in this category will undoubtedly increase in the months to come.
This week we’ll hear from someone who has deep experience in assessing and regulating potentially harmful uses of automation and artificial intelligence—valuable skills at a moment when many people, including lawmakers, are freaking out about the chaos that the technology could cause.
Below comments/notes are from DSC (with thanks to Roberto Ferraro for this resource): according to Dan Pink, intrinsic motivation is very powerful — much more powerful for many types of “messy/unclear” cognitive work (vs. clear, more mechanical types of work). What’s involved here according to Pink? Autonomy, mastery, and purpose.
Dan Pink makes his case in the video below. My question is:
If this is true, how might this be applied to education/training/lifelong learning?
From DSC (cont’d):
As Dan mentions, we each know this to be true. For example, for each of our kids, my wife and I introduced them to a variety of things — music, sports, art, etc. We kept waiting for them to discover which thing(s) that THEY wanted to pursue. Perhaps we’ll find out that this was the wrong thing to do. but according to Pink, it’s aligned with the type of energy and productivity that gets released when we pursue something that we want to pursue. Plus creativity flows in this type of setting.
A New Dawn of Legal Technology — from globalbankingandfinance.com Is the legal function finally ready to embrace legal tech and unlock tangible business value?
Excerpt:
In the mid-1980s, a bright red computer terminal that provided lawyers with online access to case law was an iconic status symbol. The UBIQ terminal hooked lawyers up to the Lexis service, at the time one of the first legal technology systems, using full-text search capabilities to provide rapid access to information.
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It is extraordinary to consider what the legal industry could have achieved if the early adoption of legal tech had not stalled. Sadly, rather than being innovative and embracing the potential of digital records, the industry has underinvested in both legal technology and good data management for the past three decades. Generation after generation of lawyers have failed to take advantage of the power of legal tech to improve client services, reduce risk and enhance efficiency.
An innovative VR system is being used to help victims of crime prepare for giving evidence in court, allowing victims to engage with key members of the judicial process virtually.
The system, designed by Immersonal, is to be rolled out across 52 Scottish courts over the next year, with the technology also being piloted in the Hague as part of the International Criminal Court. The aim is to dissuade the fears and discomfort of victims and witnesses who may be unfamiliar with the court process. .
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Here’s another interesting item for you…one that also may eventually be XR-related: .
What would artists create if all of the world’s surfaces could become a canvas? Joseph Ford—of Invisible Jumpers fame—responds to this question in a new project called Impossible Street Art. Collaborating with eight artists including Peeta, Levalet, and Victoria Villasana, Ford reimagines the possibilities of public spaces that are otherwise inaccessible due to scale, safety issues, or restrictions.
Send in another victim of industrial disease — from jordanfurlong.substack.com The legal profession is drowning in psychological and emotional distress. One change, right now, could help save the next generation of lawyers from the flood.
Excerpt:
But don’t make the mistake of thinking this is a problem just at Paul Hastings or in the AmLaw 100. It’s everywhere. Mental distress and emotional anguish are endemic throughout the legal profession, driven by pathologies inextricably intertwined with our malignant cultural impulses and exploitative business models. And it’s getting much worse, very fast.
Take a deep breath, and then work your way through this list of findings from seven separate reports into the legal profession’s state of mental and emotional sickness:
Massachusetts: 77% of lawyers reported burnout from their work; almost half thought about leaving their job. 40% considered leaving the profession entirely due to stress. 7% experienced suicide ideation in the weeks before the survey.
California and DC: Lawyers were twice as likely as the general population to experience thoughts of suicide, and those with high stress were 22 times more likely to have such thoughts.
Midsized law firms: Nearly 3/4 of lawyers, paralegals and administrative professionals at midsized law firms report feeling stress, burnout, or being overwhelmed in the past year.
Canada: 59% of legal professionals report psychological distress. 56% report burnout. 24% say they’ve experienced suicidal thoughts at least once since starting practice.
UK: 62% of lawyers have experienced burnout as a result of their work in the last year. 57% put “an unmanageable caseload” at the top of their list of stressors at work, followed by a lack of work/life balance (42%).
In-house counsel: Legal department lawyers face burnout and attrition internally, and supply chain issues and high inflation externally. “The environment legal departments are operating in now is an extremely challenging one.”
Law students: Over 75% reported increased anxiety because of law school-related issues; over 50% reported experiencing depression. A majority reported experiencing anxiety (77%), disrupted sleep (71%), and depression (51%).
Every one of the percentages laid out above is higher for new lawyers, higher for women, higher for visible minorities, and higher for members of the LGBTQ+ community. And all but one of these reports were released just in the first two months of 2023.
From DSC: One of the enormous surprises that I learned about while working at a law school (from 2018-2021) is the state of mental health within the legal industry. It’s not good. Beware!
Students in college — or to anyone who is thinking about entering law school and then practicing some area of law — get educated on things. Talk to lawyers of all kinds — especially in the area(s) that you are thinking of going into.
Then go forward into your decision with your eyes wide open. Know that you will need to put up some serious boundaries; if you don’t do that, you too may suffer the consequences that many lawyers have had to deal with.
I caught up with an old college friend of mine a year or so ago. He was absolutely exhausted. He was emotionally at the end of his rope. He was the owner of his own law firm and was working non-stop. He didn’t want to disappoint his clients, so he kept saying yes to things…to almost everything in fact. He later got out of owning his own firm — thank God — and went to work for an insurance company.
Furlong: Law school curricula and bar admission programs in every jurisdiction should be upgraded, starting today, to include significant instruction to aspiring lawyers about the deadly serious threats to their lives and health posed by choosing a legal career.
I just want to pass this along because I don’t think many younger students realize the state of mental health and stress within the legal field. And while you’re reflecting on that, you should also pulse-check how AI is impacting the legal field. Along these lines — and also from Jordan Furlong — see:
In the post-AI legal world, what will lawyers do? Legally trained generative AI will “free up” lawyers by taking away millions of hours of work. The profession’s future depends on what comes after that.
No better way for Judges to learn about both how AI could improve courts and the risks of AI (e.g., deepfakes) than to experiment with it.
Check out the AI avatars that @Judgeschlegel created: https://t.co/UqbJ2PHA09#AI4Law#Law4AI
Most reported feeling the justice system was “unfair,” and many described a sense of “the odds being stacked against them.”
Advocates say the rising number of lawyer-free litigants is problematic. The legal system is meant to be adversarial — with strong lawyers on each side — but the high rate of self-representation creates lopsided justice, pitting an untrained individual against a professional.
AI will likely make lawyer’s jobs easier (or, at least, more interesting) for some tasks, however the effects it may have on the legal profession could be the real legacy of the technology. Schafer pointed to its potential to improve access to justice for people who want legal representation but can’t get it for whatever reason.
