Being a new teacher is hard. Having a good mentor can help — from npr.org by Cory Turner

Excerpt:

[Besides this article’s focus on mentorship]

In March, I reported a pair of stories from Jackson, Miss., where the school district is paying for unlicensed classroom aides to go back to school and get their master’s degrees.

In April, I told the story of a remarkable idea: A new high school in San Antonio dedicated entirely to training high-schoolers in the art and science of good teaching.

From DSC:
I would add a few more items:

  • Significantly reduce the impact of legislators on K-12. If they do vote on something that would impact schools, each legislator that votes on such legislation must first spend at least ___ week(s) observing in some of the schools that would be impacted before even starting to draft legislation and/or debate on the topic(s).
  • Instead, turn over more control and power to the students, teachers, K12 administrators, parents, and school boards.
  • Provide more choice, more control as each student can handle it.
  • Stop the one-size fits all system. Instead use AI-based systems to provide more personalized learning.
  • Develop more hybrid programs — but this time I’m talking mixing what we’ve known as public education with homeschooling and smaller learning pods. Let’s expand what’s included when we discuss “learning spaces.”
  • Strive for a love of learning — vs. competition and developing gameplayers
  • Support makerspaces, entrepreneurship, and experiments
  • Speaking of experiments, I would recommend developing more bold experiments outside of the current systems.

Along the lines of potential solutions/visions, see:

Why ‘System Transformation’ Is Likely A Pipe Dream — from michaelbhorn.substack.com by Michael Horn
But I’m for System Replacement

Excerpt:

Foremost among them is this: Despite all the fancy models and white papers around what are all the levers to pull in order to transform a system, system transformation almost never happens by changing the fundamental tenets of the system itself. Instead, it comes from replacing the system with a brand-new system.

To start to understand why, consider the complicated system in which public schools find themselves. As Thomas Arnett explained, they are one part of a vast value network of federal, state, and local regulators, voters and taxpayers, parents and students, teachers, administrators, unions, curriculum providers, school vendors, public infrastructure, higher education institutions, and more.

New ideas, programs, or entities that don’t fit into these processes, priorities, and cost structures are simply not plug-compatible into that value network. They consequently get rejected, tossed to the fringe, or altered to meet the needs of the existing actors in the value network.

 

Sam Altman: CEO of OpenAI calls for US to regulate artificial intelligence — from bbc.com by  James Clayton

Excerpt:

The creator of advanced chatbot ChatGPT has called on US lawmakers to regulate artificial intelligence (AI). Sam Altman, the CEO of OpenAI, the company behind ChatGPT, testified before a US Senate committee on Tuesday about the possibilities – and pitfalls – of the new technology. In a matter of months, several AI models have entered the market. Mr Altman said a new agency should be formed to license AI companies.

Also related to that item, see:
Why artificial intelligence developers say regulation is needed to keep AI in check — from pbs.org

Excerpt:

Artificial intelligence was a focus on Capitol Hill Tuesday. Many believe AI could revolutionize, and perhaps upend, considerable aspects of our lives. At a Senate hearing, some said AI could be as momentous as the industrial revolution and others warned it’s akin to developing the atomic bomb. William Brangham discussed that with Gary Marcus, who was one of those who testified before the Senate.



Are you ready for the Age of Intelligence? — from linusekenstam.substack.com Linus Ekenstam
Let me walk you through my current thoughts on where we are, and where we are going.

From DSC:
I post this one to relay the exponential pace of change that Linus also thinks we’ve entered, and to present a knowledgeable person’s perspectives on the future.


Catastrophe / Eucatastrophe — from oneusefulthing.org by Ethan Mollick
We have more agency over the future of AI than we think.

Excerpt (emphasis DSC):

Every organizational leader and manager has agency over what they decide to do with AI, just as every teacher and school administrator has agency over how AI will be used in their classrooms. So we need to be having very pragmatic discussions about AI, and we need to have them right now: What do we want our world to look like?



Also relevant/see:


That wasn’t Google I/O — it was Google AI — from technologyreview.com by Mat Honan
If you thought generative AI was a big deal last year, wait until you see what it looks like in products already used by billions.



What Higher Ed Gets Wrong About AI Chatbots — From the Student Perspective — from edsurge.com by Mary Jo Madda (Columnist)

 

Microcredentials Can Make a Huge Difference in Higher Education — from newthinking.com by Shannon Riggs
The Ecampus executive director of academic programs and learning innovation at Oregon State University believes that shorter form, low-cost courses can open up colleges to more people.

That so much student loan debt exists is a clear signal that higher education needs to innovate to reduce costs, increase access and improve students’ return on investment. Microcredentials are one way we can do this.


As the Supreme Court weighs Biden’s student loan forgiveness, education debt swells — from cnbc.com by Jessica Dickler

KEY POINTS

  • As the Supreme Court weighs President Joe Biden’s student loan forgiveness plan, college tuition keeps climbing.
  • This year’s incoming freshman class can expect to borrow as much as $37,000 to help cover the cost of a bachelor’s degree, according to a recent report.

College is only getting more expensive. Tuition and fees plus room and board at four-year, in-state public colleges rose more than 2% to $23,250, on average, in the 2022-23 academic year; at four-year private colleges, it increased by more than 3% to $53,430, according to the College Board, which tracks trends in college pricing and student aid.

Many students now borrow to cover the tab, which has already propelled collective student loan debt in the U.S. past $1.7 trillion.


Access, Outcomes, and Value: Envisioning the Future of Higher Education — from milkeninstitute.org with Jeff Selingo, Gene Block, Jim Gash, Eric Gertler, and Nicole Hurd

Leaders of colleges and universities face unprecedented challenges today. Tuition has more than doubled over the past two decades as state and federal funding has decreased. Renewed debates about affirmative action and legacy admissions are roiling many campuses and confusing students about what it takes to get accepted. Growing numbers of administrators are matched by declining student enrollment, placing new financial pressures on institutions of higher learning. And many prospective students and their parents are losing faith in the ROI of such an expensive investment and asking the simple question: Is it all worth it? Join distinguished leaders from public and private institutions for this panel discussion on how they are navigating these shifts and how they see the future of higher education.

 


What the New ‘U.S. News’ Law-School Rankings Reveal About the Rankings Enterprise — from chronicle.com by Francie Diep

Excerpt (emphasis DSC):

This year’s lists also offer a hint of how widespread the rankings revolt was. Seventeen medical schools and 62 law schools — nearly a third of the law schools U.S. News ranks — didn’t turn in data to the magazine this year. (It’s not clear what nonparticipation rates have been in the past. Reached by email to request historical context, a spokesperson for U.S. News pointed to webpages that are no longer online. U.S. News ranked law and medical schools that didn’t cooperate this year by using publicly available and past survey data.)


Are today’s students getting ahead, getting by, or even falling behind when it comes to their post-college earnings? The Equitable Value Explorer, an innovative diagnostic tool that puts the commission’s work into action, is helping to answer that question.


Report: Many borrowers who could benefit from income-driven repayment don’t know about it — from highereddive.com by Laura Spitalniak

Dive Brief:

  • Student loan borrowers who would stand to benefit the most from income-driven repayment plans, or IDRs, are less likely to know about them, according to a new report from left-leaning think tank New America.
  • Around 2 in 5 student-debt holders earning less than $30,000 a year reported being unfamiliar with the repayment plans. Under a proposed plan from the U.S. Education Department, IDR minimum monthly loan payments for low-income earners, such as this group, could drop to $0.
  • Just under half of borrowers in default had not heard of IDRs, despite the plans offering a pathway to becoming current on their loans, the report said. Only one-third of currently defaulted borrowers had ever enrolled in IDR.

Addendum on 5/16/23:

 

Is It Time to Rethink the Traditional Grading System? — from edsurge.com by Jeffrey R. Young and Robert Talbert

Excerpt:

After that, this professor vowed never to use traditional grades on tests again. But he wasn’t quite sure what to replace them with.

As Talbert soon discovered, there’s a whole world of so-called alternative grading systems. So many, in fact, that he ended up co-writing an entire book about them with a colleague at his university, David Clark. The book, which is due out this summer, is called “Grading for Growth: A Guide to Alternative Grading Practices that Promote Authentic Learning and Student Engagement in Higher Education.

EdSurge connected with Talbert to hear what he uses in his classes now, and why he argues that reforming how grading works is key to increasing student engagement.

 

Inviting Learners into Work That Matters — from gettingsmart.com by Tom Vander Ark

Key Points

  • We’ve found pockets of excellence in three dozen high school visits this spring.
  • Where we’ve spotted evidence of deeper learning (i.e., engagement, critical thinking, excellent public products) it’s been work that matters to the learner and their community– it’s relevant, purposeful, and consequential work.

Students and teachers collaborating in a smart, active classroom type of setup at Barrington High's Incubatoredu class

 

Google I/O 2023: Making AI more helpful for everyone — from by; with thanks to Barsee out at The AI Valley 
Editor’s Note: Here is a summary of what we announced at Google I/O 2023. See all the announcements in our collection.

Keynote here:

100 things we announced at I/O 2023 — from blog.google by Molly McHugh-Johnson
A lot happened yesterday — here’s a recap.


Google partners with Adobe to bring art generation to Bard — from techcrunch.com by Kyle Wiggers

Excerpt:

Bard, Google’s answer to OpenAI’s ChatGPT, is getting new generative AI capabilities courtesy of Adobe.

Adobe announced today that Firefly, its recently introduced collection of AI models for generating media content, is coming to Bard alongside Adobe’s free graphic design tool, Adobe Express. Firefly — currently in public beta — will become the “premier generative AI partner” for Bard, Adobe says, powering text-to-image capabilities.

Also relevant/see:

 



 

AI In Education -from Getting Smart -- May 2023

AI in Education — from gettingsmart.com

Some core takeaways for school leaders are:

  • AI has the potential to personalize learning experiences for students, improve student outcomes, and reduce the administrative burden on educators.
  • Addressing issues of data privacy, bias, and equity is crucial for responsible AI integration in education.
  • Collaboration between educators and AI developers is important to ensure that AI tools align with educational goals and values.
  • Professional development for educators is essential to effectively integrate AI tools in the classroom.
 

A Collaborative Photo Project Imagines a World Where Street Artists Have Free Rein — from thisiscolossal.com by Grace Ebert

Excerpts:

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.

A work of art from JanIsDeMan, Balcome Viaduct, U.K

 

ChatGPT scams are the new crypto scams, Meta warns — from engadget.com by Karissa Bell
Meta plans to roll out new “Work Accounts” for businesses to guard against hacks.

Excerpt:

As the buzz around ChatGPT and other generative AI increases, so has scammers’ interest in the tech. In a new report published by Meta, the company says it’s seen a sharp uptick in malware disguised as ChatGPT and similar AI software.

In a statement, the company said that since March of 2023 alone, its researchers have discovered “ten malware families using ChatGPT and other similar themes to compromise accounts across the internet” and that it’s blocked more than 1,000 malicious links from its platform. According to Meta, the scams often involve mobile apps or browser extensions posing as ChatGPT tools. And while in some cases the tools do offer some ChatGPT functionality, their real purpose is to steal their users’ account credentials.

AI Is Reshaping the Battlefield and the Future of Warfare — from bloomberg.com by Jackie Davalos and Nate Lanxon
In this episode of AI IRL, Jackie Davalos and Nate Lanxon talk about one of the most dangerous applications of artificial intelligence: modern warfare

Excerpt:

Artificial intelligence has triggered an arms race with the potential to transform modern-day warfare. Countries are vying to develop cutting-edge technology at record speed, sparking concerns about whether we understand its power before it’s deployed.

From DSC:
I wish that humankind — especially those of us in the United States — would devote less money to warfare and more funding to education.

 

Brainyacts #57: Education Tech— from thebrainyacts.beehiiv.com by Josh Kubicki

Excerpts:

Let’s look at some ideas of how law schools could use AI tools like Khanmigo or ChatGPT to support lectures, assignments, and discussions, or use plagiarism detection software to maintain academic integrity.

  1. Personalized learning
  2. Virtual tutors and coaches
  3. Interactive simulations
  4. Enhanced course materials
  5. Collaborative learning
  6. Automated assessment and feedback
  7. Continuous improvement
  8. Accessibility and inclusivity

AI Will Democratize Learning — from td.org by Julia Stiglitz and Sourabh Bajaj

Excerpts:

In particular, we’re betting on four trends for AI and L&D.

  1. Rapid content production
  2. Personalized content
  3. Detailed, continuous feedback
  4. Learner-driven exploration

In a world where only 7 percent of the global population has a college degree, and as many as three quarters of workers don’t feel equipped to learn the digital skills their employers will need in the future, this is the conversation people need to have.

Taken together, these trends will change the cost structure of education and give learning practitioners new superpowers. Learners of all backgrounds will be able to access quality content on any topic and receive the ongoing support they need to master new skills. Even small L&D teams will be able to create programs that have both deep and broad impact across their organizations.

The Next Evolution in Educational Technologies and Assisted Learning Enablement — from educationoneducation.substack.com by Jeannine Proctor

Excerpt:

Generative AI is set to play a pivotal role in the transformation of educational technologies and assisted learning. Its ability to personalize learning experiences, power intelligent tutoring systems, generate engaging content, facilitate collaboration, and assist in assessment and grading will significantly benefit both students and educators.

How Generative AI Will Enable Personalized Learning Experiences — from campustechnology.com by Rhea Kelly

Excerpt:

With today’s advancements in generative AI, that vision of personalized learning may not be far off from reality. We spoke with Dr. Kim Round, associate dean of the Western Governors University School of Education, about the potential of technologies like ChatGPT for learning, the need for AI literacy skills, why learning experience designers have a leg up on AI prompt engineering, and more. And get ready for more Star Trek references, because the parallels between AI and Sci Fi are futile to resist.

The Promise of Personalized Learning Never Delivered. Today’s AI Is Different — from the74million.org by John Bailey; with thanks to GSV for this resource

Excerpts:

There are four reasons why this generation of AI tools is likely to succeed where other technologies have failed:

    1. Smarter capabilities
    2. Reasoning engines
    3. Language is the interface
    4. Unprecedented scale

Latest NVIDIA Graphics Research Advances Generative AI’s Next Frontier — from blogs.nvidia.com by Aaron Lefohn
NVIDIA will present around 20 research papers at SIGGRAPH, the year’s most important computer graphics conference.

Excerpt:

NVIDIA today introduced a wave of cutting-edge AI research that will enable developers and artists to bring their ideas to life — whether still or moving, in 2D or 3D, hyperrealistic or fantastical.

Around 20 NVIDIA Research papers advancing generative AI and neural graphics — including collaborations with over a dozen universities in the U.S., Europe and Israel — are headed to SIGGRAPH 2023, the premier computer graphics conference, taking place Aug. 6-10 in Los Angeles.

The papers include generative AI models that turn text into personalized images; inverse rendering tools that transform still images into 3D objects; neural physics models that use AI to simulate complex 3D elements with stunning realism; and neural rendering models that unlock new capabilities for generating real-time, AI-powered visual details.

 

Also relevant to the item from Nvidia (above), see:

Unreal Engine’s Metahuman Creator — with thanks to Mr. Steven Chevalia for this resource

Excerpt:

MetaHuman is a complete framework that gives any creator the power to use highly realistic human characters in any way imaginable.

It includes MetaHuman Creator, a free cloud-based app that enables you to create fully rigged photorealistic digital humans in minutes.

From Unreal Engine -- Dozens of ready-made MetaHumans are at your fingertips.

 

From DSC:
As Rob Toews points out in his recent article out at Forbes.com, we had better hope that the Taiwan Semiconductor Manufacturing Company (TSMC) builds out the capacity to make chips in various countries. Why? Because:

The following statement is utterly ludicrous. It is also true. The world’s most important advanced technology is nearly all produced in a single facility.

What’s more, that facility is located in one of the most geopolitically fraught areas on earth—an area in which many analysts believe that war is inevitable within the decade.

The future of artificial intelligence hangs in the balance.

The Taiwan Semiconductor Manufacturing Company (TSMC) makes ***all of the world’s advanced AI chips.*** Most importantly, this means Nvidia’s GPUs; it also includes the AI chips from Google, AMD, Amazon, Microsoft, Cerebras, SambaNova, Untether and every other credible competitor.

— from The Geopolitics Of AI Chips Will Define The Future Of AI
out at Forbes.com by Rob Toews

Little surprise, then, that Time Magazine described TSMC
as “the world’s most important company that you’ve
probably never heard of.”

 


From DSC:
If that facility was actually the only one and something happened to it, look at how many things would be impacted as of early May 2023!


 

Examples of generative AI models

 

 

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:

 

This company adopted AI. Here’s what happened to its human workers — from npr.org by Greg Rosalsky|

Excerpt:

What the economists found offers potentially great news for the economy, at least in one dimension that is crucial to improving our living standards: AI caused a group of workers to become much more productive. Backed by AI, these workers were able to accomplish much more in less time, with greater customer satisfaction to boot. At the same time, however, the study also shines a spotlight on just how powerful AI is, how disruptive it might be, and suggests that this new, astonishing technology could have economic effects that change the shape of income inequality going forward.

The article links to:
Generative AI at Work — from nber.org by Erik Brynjolfsson, Danielle Li & Lindsey R. Raymond

We study the staggered introduction of a generative AI-based conversational assistant using data from 5,179 customer support agents. Access to the tool increases productivity, as measured by issues resolved per hour, by 14 percent on average, with the greatest impact on novice and low-skilled workers, and minimal impact on experienced and highly skilled workers. We provide suggestive evidence that the AI model disseminates the potentially tacit knowledge of more able workers and helps newer workers move down the experience curve. In addition, we show that AI assistance improves customer sentiment, reduces requests for managerial intervention, and improves employee retention.

 

OPINION: Post pandemic, it’s time for a bold overhaul of U.S. public education, starting now — from hechingerreport.org by William Hite and Kirsten Baesler
Personalized learning can restore public faith and meet the diverse needs of our nation’s students

Excerpt:

Across all socioeconomic and racial groups, Americans want an education system that goes beyond college preparation and delivers practical skills for every learner, based on their own needs, goals and vision for the future.

We believe that this can be achieved by making the future of learning more personalized, focused on the needs of individual learners, with success measured by progress and proficiency instead of point-in-time test scores.

Change is hard, but we expect our students to take risks and fail every day. We should ask no less of ourselves.

 
© 2025 | Daniel Christian