Partnering credentialing opportunities alongside pre-existing regional initiatives is a great way to get buy-in and create momentum.
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When Polk County schools began focusing on career and technical education in the spring of 2023, one of their goals was to help students succeed in the workplace by offering the opportunity to develop soft skills and earn micro-credentials to communicate with potential employers. The district collaborated with Education Design Lab, Muzzy Lane, Polk Vision, the Central Florida Development Council, and Southern New Hampshire University to make this dream a reality.
In its first few years, this collaboration has not only taught students valuable skills but has also provided employers with new recruitment opportunities and a linkage to a talent pipeline that they otherwise wouldn’t have had.
From DSC: This would be huge for all of our learning ecosystems, as the learning agents could remember where a particular student or employee is at in terms of their learning curve for a particular topic.
As college costs soar and demand for skilled labor rises, programs that prepare students for well-paid work are gaining popularity. About 85 percent of high school graduates in 2019 had taken at least one course in career and technical education, or CTE. In 2018, Congress increased annual funding for CTE, which now exceeds $1.4 billion. And in 2022, 36 states enacted policies promoting career training for high schoolers, college students, and adults, according to Advance CTE, a professional organization for state CTE leaders.
Yet many states struggle to answer a basic question: Is career education working?
4 For the word of the Lord is right and true; he is faithful in all he does. 5 The Lord loves righteousness and justice; the earth is full of his unfailing love.
8 Speak up for those who cannot speak for themselves,
for the rights of all who are destitute.
9 Speak up and judge fairly;
defend the rights of the poor and needy.
34 “A new command I give you: Love one another. As I have loved you, so you must love one another.35 By this everyone will know that you are my disciples, if you love one another.”
1. Students are starting to make up for missed learning
From spring 2022 to spring 2023, students made important learning gains, making up for about one-third of the learning they had missed in math and a quarter of the learning they had missed in reading during the pandemic.
2. Despite that progress, very few states are back to pre-pandemic learning levels
Parents want a choice when it comes to their children’s education.
A new report published by The National School Choice Awareness Foundation reveals that 72% of parents considered new schools for their children in 2023 — a massive 35% increase from 2022. Additionally, more than 70% of parents in nearly every state support the implementation of school choice policies.
This momentum has caught the attention of state legislatures across the country.
Today, intrepid educators continue to try to make change within the traditional schooling system, but increasingly entrepreneurial teachers and parents are working outside the system to create innovative, accessible K-12 learning models that push beyond the four walls of a conventional classroom—literally and figuratively.
One such program is Revolution School, a private, accredited high school located in a downtown office building in Philadelphia that draws students from more than 25 zip codes across the city.
Revolution School focuses on meaningful internships where students, known as “Rev-terns,” partner with local businesses to learn workplace skills and gain valuable experience. Students also take advantage of dual enrollment opportunities at the nearby Community College of Philadelphia, accumulating college credits while being mentored by Revolution School teachers.
Chronic absenteeism has surged across the country since the pandemic, with more than one out of four students missing at least 18 days of school a year. That’s more than three lost weeks of instruction a year for more than 10 million school children. An even higher percentage of poor students, more than one out of three, are chronically absent.
Nat Malkus, a senior fellow at the American Enterprise Institute, a conservative think tank, calls chronic absenteeism – not learning loss – “the greatest challenge for public schools.” At a Feb. 8, 2024 panel discussion, Malkus said, “It’s the primary problem because until we do something about that, academic recovery from the pandemic, which is significant, is a pipe dream.”
In the realm of technological advancements, artificial intelligence (AI) stands out as a beacon of immeasurable potential, yet also as a source of existential angst when considering that AI might already be beyond our ability to control.
His research underscores a chilling truth: our current understanding and control of AI are woefully inadequate, posing a threat that could either lead to unprecedented prosperity or catastrophic extinction.
From DSC: This next item is for actors, actresses, and voiceover specialists:
Turn your voice into passive income. — from elevenlabs.io; via Ben’s Bites Are you a professional voice actor? Sign up and share your voice today to start earning rewards every time it’s used.
This paper presents a groundbreaking comparison between Large Language Models (LLMs) and traditional legal contract reviewers—Junior Lawyers and Legal Process Outsourcers (LPOs). We dissect whether LLMs can outperform humans in accuracy, speed, and cost-efficiency during contract review. Our empirical analysis benchmarks LLMs against a ground truth set by Senior Lawyers, uncovering that advanced models match or exceed human accuracy in determining legal issues. In speed, LLMs complete reviews in mere seconds, eclipsing the hours required by their human counterparts. Cost-wise, LLMs operate at a fraction of the price, offering a staggering 99.97 percent reduction in cost over traditional methods. These results are not just statistics—they signal a seismic shift in legal practice. LLMs stand poised to disrupt the legal industry, enhancing accessibility and efficiency of legal services. Our research asserts that the era of LLM dominance in legal contract review is upon us, challenging the status quo and calling for a reimagined future of legal workflows.
Technology can help you solve problems in your law firm, connect with clients, save time and money, and so much more. But, how do you know what tech will work best for your practice? Molly Ranns and JoAnn Hathaway talk with Colin Levy about understanding and utilizing technology, common mistakes in choosing new tools, and ways to overcome tech-related fear and anxiety.
Every time we attend Legalweek, we have a unique opportunity to tap into the collective knowledge of hundreds of legal professionals. This year at Legalweek 2024 we talked with peers in a wide variety of roles, from litigation support professionals and lawyers to partners and heads of innovation. Throughout the sessions and discussions, we started to notice a few common themes, interesting trends, and helpful insights.
When it comes to generative AI at school and work, Gen Z says: Bring it on.
Why it matters: While some workers are fearful or ambivalent about how ChatGPT, DALL-E and their ilk will affect their jobs, many college students and newly minted grads think it can give them a career edge.
So-called “AI natives” who are studying the technology in school may have a leg up on older “digital natives” — the same way that “digital native” millennials smugly bested their “digital immigrant” elders.
Why are we doing this work? Over the past two years, the U.S. Department of Education has been committed to maintaining an ongoing conversation with educators, students, researchers, developers — and the educational community at large — related to the continuous progress of Artificial Intelligence (AI) development and its implications for teaching and learning.
Many educators are seeking resources clarifying what AI is and how it will impact their work and their students. Similarly, developers of educational technology (“edtech”) products seek guidance on what guardrails exist that can support their efforts. After the release of our May 2023 report Artificial Intelligence and the Future of Teaching and Learning, we heard the desire for more.
Moving from reaction to action, higher education stakeholders are currently exploring the opportunities afforded by AI for teaching, learning, and work while maintaining a sense of caution for the vast array of risks AI-powered technologies pose. To aid in these efforts, we present this inaugural EDUCAUSE AI Landscape Study, in which we summarize the higher education community’s current sentiments and experiences related to strategic planning and readiness, policies and procedures, workforce, and the future of AI in higher education.
Educational administrators should not worry about every AI development, but should, instead focus on the big picture, as those big picture changes will change the entire world and the educational system.
AI and related technologies (robotics, synthetic biology, and brain-computer interfaces) will continue to impact society and the entire educational system over the next 10 years. This impact on the system will be greater than anything that has happened over the last 100 years, including COVID-19, as COVID-19 eventually ended and the disruptive force of these technologies will only continue to develop.
AI is the bull in the China Shop, redefining the world and the educational system. Students writing a paper with AI is barely a poke in the educational world relative to what is starting to happen (active AI teachers and tutors; AI assessment; AI glasses; immersive learning environments; young students able to start their own business with AI tools; AIs replacing and changing jobs; deep voice and video fakes; intelligence leveling; individualized instruction; interactive and highly intelligent computers; computers that can act autonomously; and more).
[In addition to the decline of high school graduates starting in 2025] In recent months, however, the Census has updated its forecasts — instead of rebounding at some point in the mid-2030s, the number of 18-year-olds is now projected to contract after cresting at around 4.2 million people in 2033, shrinking to around 3.8 million by 2039. After that, the Bureau doesn’t anticipate the population of 18-year-olds will exceed 4 million people in any year this century.
James “Sneaky” White, 80, spent nearly four decades incarcerated in California. His nickname “Sneaky” comes from his days as a helicopter pilot during the Vietnam War. While he was incarcerated, he helped create a college program that has since graduated more than 1,500 men. In this “as told to” story, he shares how he started a college program for veterans at a desert prison.
Does your institution have programming in place for incarcerated students? Thanks to new federal assistance, students in many prisons can now take college courses for credit. While colleges are interested in starting or expanding programs to serve those students, they often have no idea how to do so.
WASHINGTON, Feb. 6, 2024 /PRNewswire/ — While three-quarters of higher-education trustees (83%), faculty (81%) and administrators (76%) agree that generative artificial intelligence (GenAI) will noticeably change their institutions in the next five years, community college trustees are more optimistic than their community college counterparts, with (37%) saying their organization is prepared for the change coming compared to just 16% of faculty and 11% of administrator respondents.
Those findings are from the 2023-2024 Digital Learning Pulse Survey conducted by Cengage and Bay View Analytics with support from the Association of Community College Trustees (ACCT), the Association of College and University Educators (ACUE), College Pulse and the United States Distance Learning Association (USDLA) to understand the attitudes and concerns of higher education instructors and leadership.
From DSC: It takes time to understand what a given technology brings to the table…let alone a slew of emerging technologies under the artificial intelligence (AI) umbrella. It’s hard enough when the technology is fairly well established and not changing all the time. But its extremely difficult when significant change occurs almost daily.
The limited staff within the teaching & learning centers out there need time to research and learn about the relevant technologies and how to apply those techs to instructional design. The already stretched thin faculty members need time to learn about those techs as well — and if and how they want to apply them. It takes time and research and effort.
Provosts, deans, presidents, and such need time to learn things as well.
Bottom line: We need to have realistic expectations here.
AI Adoption in Corporate L&D — from drphilippahardman.substack.com by Dr. Philippa Hardman Where we are, and the importance of use cases in enabling change
The headline of the report is that we’ve never seen a technology adopted in enterprise as fast as generative AI. As of November 2023, two-thirds (67%) of survey respondents reported that their companies are using generative AI.
However, the vast majority of AI adopters in enterprise are still in the early stages; they’re experimenting at the edges, rather than making larger-scale, strategic decisions on how to leverage AI to accelerate our progress towards org goals and visions.
The single biggest hurdle to AI adoption in large corporates is a lack of appropriate use cases.
15 legal Substacks worth your time — from jordanfurlong.substack.com by Jordan Furlong It’s my great pleasure to return the compliment of a Substack Recommendation and direct your attention to these terrific legal newsletters.
GeoLegal Notes, by Sean West, Co-Founder Hence Technologies, Santa Monica, CA. “Bridging the gap between global affairs and legal practice; helping equip legal leaders to thrive against a backdrop of increasing global complexity.”
—> Recommended post: Law and Politics of Supply Chains for Goods, AI and Knowledge
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In addition…please also take a moment to click through and check out these ten other excellent newsletters:
Abstract
We conducted the first randomized controlled trial to study the effect of AI assistance on human legal analysis. We randomly assigned law school students to complete realistic legal tasks either with or without the assistance of GPT-4. We tracked how long the students took on each task and blind-graded the results. We found that access to GPT-4 only slightly and inconsistently improved the quality of participants’ legal analysis but induced large and consistent increases in speed. AI assistance improved the quality of output unevenly—where it was useful at all, the lowest-skilled participants saw the largest improvements. On the other hand, AI assistance saved participants roughly the same amount of time regardless of their baseline speed. In follow up surveys, participants reported increased satisfaction from using AI to complete legal tasks and correctly predicted the tasks for which GPT-4 were most helpful. These results have important descriptive and normative implications for the future of lawyering. Descriptively, they suggest that AI assistance can significantly improve productivity and satisfaction, and that they can be selectively employed by lawyers in areas where they are most useful. Because these tools have an equalizing effect on performance, they may also promote equality in a famously unequal profession. Normatively, our findings suggest that law schools, lawyers, judges, and clients should affirmatively embrace AI tools and plan for a future in which they will become widespread.
Welcome to the first of a few special Legal Week 2024 edition episodes of “The Geek in Review,” where we looked for innovative and creative ideas on the road and recorded live from the bustling environment of the 2024 Legal Week conference in New York.
Marlene Gebauer notes the transformation of Legal Week into a thought leadership conference, with a special mention of keynote speaker Bryan Cranston’s impactful talk on storytelling, branding, and the thoughtful application of AI in both the acting world and the legal tech space.
In the second of a special series of interviews from Legal Week 2024 , co-hosts Greg Lambert and Marlene Gebauer welcomed Mollie Nichols, CEO, and Mark Noel, Chief Information and Technology Officer of Redgrave Data. Nichols and Noel discuss Redgrave Data’s mission to cut through the hype of legal tech innovations, particularly generative AI. Nichols emphasized the company’s focus on delivering custom solutions that meet clients’ actual needs and highlighted the importance of educating the legal community on effectively integrating new technologies into their practices.
Mark Noel emphasized the strategic addition of data scientists to their team, enabling Redgrave Data to develop and advise on cutting-edge technologies. He stressed the importance of applying generative AI judiciously, pointing out its limitations and the potential for misuse if not properly vetted. Noel and Nichols shared insights on navigating the legal tech landscape, emphasizing efficiency, data management, and the careful evaluation of tech solutions.
I can’t recall any prior technology that has simultaneously trigged both of breathless enthusiasm and panicked resistance . While the technology shows game changing promise, there are significant ethical, client relations, security and intellectual property concerns which still need to be addressed. The C-Suite survey charts the issues of concern where are impeding adoption of GenAI.
These days, whenever a customer asks me for my view of generative AI for law and where and how they should be using it, I reply with a simple analogy: Think ‘Google Maps for lawyers’.
Analogising generative AI for law to mapping technology begins with thinking about legal matters as journeys. A similar conceptualisation appears in a recent article by Justin Turman, legal systems and processes manager at Stryker, with legal work as flight paths. Either way, you have a desired destination (winning a lawsuit, closing a deal, finalising a contract, etc.) and many possible ‘routes’ reflecting various strategic and tactical decisions along the way. At various junctures, it is helpful to get intelligence and directions on how to proceed. And, as with driving (or flying), circumstances are subject to change along the way – newly discovered facts, shifts in goals, etc.
Based on that bathroom-break induced inspiration, Neal went on to develop — and this week launch — Lexplug, a site developed for law students “to make interacting with cases more accessible, efficient, and engaging.”
Search, Query and Simplify Case BriefsAt its core, Lexplug is a library of case briefs, all created by Neal using GPT-4. So far, he has created 7,000 briefs, and hopes to have 50,000 by the end of the year. To decide which cases to prioritize, he collected a variety of syllabi for basic law school courses such as constitutional law and torts and extracted the key cases. He also has the full text of every briefed case.
But there is another, related, kind of justice gap in this country. It is the funding gap between those who are developing legal technology to better meet the legal needs of low-income Americans and those who are developing legal tech to serve large law firms and corporate legal departments.
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At Legalweek, the focus of the conference is almost exclusively on tech for large law firms and corporate legal departments. The sponsors and exhibitors are focused on products for e-discovery, contract lifecycle management, large firm financial and business management, and the like. The programs, similarly, focus on data privacy, e-discovery, information governance, contract technology, and large-scale litigation.
The exhibit hall spans three floors, the booths are big and bright, and the vendors seemingly all throw parties that are over the top, or quite literally near the top, at venues such as the Rainbow Room at the top of Rockefeller Center, with freely flowing alcohol and plenty of food.
By contrast, at the ITC conference, the attendees come mostly from the ranks of legal aid offices, pro-bono programs, court self-help staff, and the like. The programs focus on how understaffed legal aid offices and understaffed courts and understaffed community programs can use technology to help meet the influx of low-income people seeking legal help.
The juxtaposition of the glitziness of one conference and the modesty of the other speaks to the larger issue of inequity in legal tech – and specifically financial inequity.
The scammers used digitally recreated versions of an international company’s Chief Financial Officer and other employees to order $25 million in money transfers during a video conference call containing just one real person.
The victim, an employee at the Hong Kong branch of an unnamed multinational firm, was duped into taking part in a video conference call in which they were the only real person – the rest of the group were fake representations of real people, writes SCMP.
As we’ve seen in previous incidents where deepfakes were used to recreate someone without their permission, the scammers utilized publicly available video and audio footage to create these digital versions.
Since we launched Bard last year, people all over the world have used it to collaborate with AI in a completely new way — to prepare for job interviews, debug code, brainstorm new business ideas or, as we announced last week, create captivating images.
Our mission with Bard has always been to give you direct access to our AI models, and Gemini represents our most capable family of models. To reflect this, Bard will now simply be known as Gemini.
A new way to discover places with generative AI in Maps— from blog.google by Miriam Daniel; via AI Valley Here’s a look at how we’re bringing generative AI to Maps — rolling out this week to select Local Guides in the U.S.
Today, we’re introducing a new way to discover places with generative AI to help you do just that — no matter how specific, niche or broad your needs might be. Simply say what you’re looking for and our large-language models (LLMs) will analyze Maps’ detailed information about more than 250 million places and trusted insights from our community of over 300 million contributors to quickly make suggestions for where to go.
Starting in the U.S., this early access experiment launches this week to select Local Guides, who are some of the most active and passionate members of the Maps community. Their insights and valuable feedback will help us shape this feature so we can bring it to everyone over time.
Google Prepares for a Future Where Search Isn’t King — from wired.com by Lauren Goode CEO Sundar Pichai tells WIRED that Google’s new, more powerful Gemini chatbot is an experiment in offering users a way to get things done without a search engine. It’s also a direct shot at ChatGPT.
Last month, business leaders and child care advocates from a handful of states convened on Zoom. Representing Michigan, Kentucky, North Carolina and Virginia, they had come together to discuss a new child care model, called “Tri-Share,” that has gained traction across the country, including in their respective regions.
The cost-sharing model, in which the state government, the employer and the employee each pay for one-third of the cost of child care, first launched in 2021 in Michigan, where it is furthest along. But it has become so popular that other states, including New York, North Carolina and Kentucky, have already secured funding for their own adaptations of the program.
But this is the first time the department has released guidance on how assistive technology relates to the special education law. That’s partly because schools have come to rely so much more on technology for teaching and learning, Wright-Gallo said.
The guidance, released last month, is aimed at parents, specialists who provide services to babies and toddlers at risk of developmental delays, special educators, general educators, school and district leaders, technology specialists and directors, and state education officials, Wright-Gallo said.
More and more parents are taking charge of their children’s education through homeschooling. Manisha Snoyer’s podcast and online homeschooling community, Teach Your Kids, is seeking to empower parents with the guidance, tools, and network they need to thrive as educators for their children. She joined the Future of Education to discuss her work, dispel misconceptions about homeschooling, and consider the future of this growing trend. I was intrigued to explore her observations that, through modularity, families can pull apart socialization, childcare, and the learning itself to make the benefits of homeschooling much more accessible. As always, subscribers can listen to the audio, watch the video, or read the transcript.
School absenteeism sky-rocketed post-pandemic: 6.5 million more students missed at least 10% or more of the 2021-22 school year than in 2017-18. This means 14.7 million students were chronically absent even after schools reopened from the pandemic. While preliminary data shows that absentee rates slightly decreased in the 2022-23 school year, truancy remains a serious concern for our nation’s K-12 system.
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If we want to get students back in the classroom and avoid poor outcomes for our nation’s young people, U.S. leaders must rethink how we operate K-12 education. One potential solution is reinventing high school to ensure every young person is exposed to the world of work through career-oriented education and learning. An analysis of international cross-section data found that nations enrolling a large proportion of students in vocational or career-focused programs have significantly higher school attendance rates and higher completion rates than those that don’t.
What can I do if my child’s teacher takes recess away? — from understood.org By Kristin J. Carothers, PhD School can be extra hard for kids with ADHD when teachers take recess away. An expert weighs in on how you can work with teachers to find a solution.
For teachers: What to expect in an IEP meeting — from understood.org by Amanda Morin
You’re not alone in having questions about IEP meetings. If you’re not a special education teacher, you may not have a lot of training around the IEP process. Here are some of the basics:
Thanks for dropping by my Learning Ecosystems blog!
My name is Daniel Christian and this blog seeks to cover the teaching and learning environments within the K-12 (including homeschooling, learning pods/micro-schools), collegiate, and corporate training spaces -- whether those environments be face-to-face, blended, hyflex, or 100% online.
Just as the organizations that we work for have their own learning ecosystems, each of us has our own learning ecosystem. We need to be very intentional about enhancing those learning ecosystems -- as we all need to be lifelong learners in order to remain marketable and employed. It's no longer about running sprints (i.e., getting a 4-year degree or going to a vocational school and then calling it quits), but rather, we are all running marathons now (i.e., we are into lifelong learning these days).
