A bot that watched 70,000 hours of Minecraft could unlock AI’s next big thing — from technologyreview.com by Will Douglas Heaven
Online videos are a vast and untapped source of training data—and OpenAI says it has a new way to use it.

Excerpt:

OpenAI has built the best Minecraft-playing bot yet by making it watch 70,000 hours of video of people playing the popular computer game. It showcases a powerful new technique that could be used to train machines to carry out a wide range of tasks by binging on sites like YouTube, a vast and untapped source of training data.

The Minecraft AI learned to perform complicated sequences of keyboard and mouse clicks to complete tasks in the game, such as chopping down trees and crafting tools. It’s the first bot that can craft so-called diamond tools, a task that typically takes good human players 20 minutes of high-speed clicking—or around 24,000 actions.

The result is a breakthrough for a technique known as imitation learning, in which neural networks are trained to perform tasks by watching humans do them.

The team’s approach, called Video Pre-Training (VPT), gets around the bottleneck in imitation learning by training another neural network to label videos automatically.

Speak lands investment from OpenAI to expand its language learning platform — from techcrunch.com by Kyle Wiggers

Excerpts:

“Most language learning software can help with the beginning part of learning basic vocabulary and grammar, but gaining any degree of fluency requires speaking out loud in an interactive environment,” Zwick told TechCrunch in an email interview. “To date, the only way people can get that sort of practice is through human tutors, which can also be expensive, difficult and intimidating.”

Speak’s solution is a collection of interactive speaking experiences that allow learners to practice conversing in English. Through the platform, users can hold open-ended conversations with an “AI tutor” on a range of topics while receiving feedback on their pronunciation, grammar and vocabulary.

It’s one of the top education apps in Korea on the iOS App Store, with over 15 million lessons started annually, 100,000 active subscribers and “double-digit million” annual recurring revenue.

 

 

Is AI Generated Art Really Coming for Your Job? — from edugeekjournal.com by Matt Crosslin

Excerpt:

So, is this a cool development that will become a fun tool for many of us to play around with in the future? Sure. Will people use this in their work? Possibly. Will it disrupt artists across the board? Unlikely. There might be a few places where really generic artwork is the norm and the people that were paid very little to crank them out will be paid very little to input prompts. Look, PhotoShop and asset libraries made creating company logos very, very easy a long time ago. But people still don’t want to take the 30 minutes it takes to put one together, because thinking through all the options is not their thing. You still have to think through those options to enter an AI prompt. And people just want to leave that part to the artists. The same thing was true about the printing press. Hundreds of years of innovation has taught us that the hard part of the creation of art is the human coming up with the ideas, not the tools that create the art.

A quick comment from DSC:
Possibly, at least in some cases. But I’ve seen enough home-grown, poorly-designed graphics and logos to make me wonder if that will be the case.

 

How to Teach With Deep Fake Technology — from techlearning.com by Erik Ofgang
Despite the scary headlines, deep fake technology can be a powerful teaching tool

Excerpt:

The very concept of teaching with deep fake technology may be unsettling to some. After all, deep fake technology, which utilizes AI and machine learning and can alter videos and animate photographs in a manner that appears realistic, has frequently been covered in a negative light. The technology can be used to violate privacy and create fake videos of real people.

However, while these potential abuses of the technology are real and concerning that doesn’t mean we should turn a blind eye to the technology’s potential when using it responsibly, says Jaime Donally, a well-known immersive learning expert.

From DSC:
I’m still not sure about this one…but I’ll try to be open to the possibilities here.

 

Educators Are Taking Action in AI Education to Make Future-Ready Communities — from edsurge.com by Annie Ning

Excerpt:

AI Explorations and Their Practical Use in School Environments is an ISTE initiative funded by General Motors. The program provides professional learning opportunities for educators, with the goal of preparing all students for careers with AI.

Recently, we spoke with three more participants of the AI Explorations program to learn about its ongoing impact in K-12 classrooms. Here, they share how the program is helping their districts implement AI curriculum with an eye toward equity in the classroom.

 

Stealth Legal AI Startup Harvey Raises $5M in Round Led By OpenAI — from lawnext.com by Bob Ambrogi

Excerpt (emphasis DSC):

A hitherto stealth legal AI startup emerged from the shadows today with news via TechCrunch that it has raised $5 million in funding led by the startup fund of OpenAI, the company that developed advanced neural network AI systems such as GPT-3 and DALL-E 2.

The startup, called Harvey, will build on the GPT-3 technology to enable lawyers to create legal documents or perform legal research by providing simple instructions using natural language.

The company was founded by Winston Weinberg, formerly an associate at law firm O’Melveny & Myers, and Gabriel Pereyra, formerly a research scientist at DeepMind and most recently a machine learning engineer at Meta AI.

 

Coursera is Evolving into a Third-Wave EdTech Company — from eliterate.us by Michael Feldstein

Excerpts:

This is the vision of Coursera’s three-sided platform at scale, connecting learners, educators and institutions in a global learning ecosystem designed to keep pace with our rapidly changing world.

Coursera CEO Jeff Maggioncalda

Coursera's diversified model with 3 segments -- consumer, enterprise, and degrees

The point of this slide is to show the diversification of Coursera’s business. Degree programs may be down, but enterprise licenses and direct-to-consumer certificates are up. But it also indicates Coursera’s ability to diversify revenue streams for its university content providers. The enterprise business provides a distribution channel between universities and employers. From what I can tell, it’s a Guild competitor, even though the two companies look very different on the surface. The consumer segment started as the MOOC business and has expanded into the “tweener” space between courses and degrees: certificates, microdegrees, whatever.

 

With Google’s latest push, a blending of industry and higher ed — from workshift.opencampusmedia.org by Elyse Ashburn
Google’s new industry specializations were co-built by its experts and faculty at four top universities—part of a larger push to combine forces with higher education to drive economic mobility.

Excerpt:

Google is making a bigger push into higher education, partnering with name-brand universities to offer more advanced credentials that build on its signature Career Certificates program. The four new industry specializations—for fields like construction management and financial analysis—were co-designed by Google’s technical experts and university faculty with subject matter expertise.

The specializations are open to anybody on Coursera’s platform, and typically cost several hundred dollars to complete.

It’s a blending of industry and academic expertise—with an eye toward helping more Americans get high-demand jobs—that Gevelber calls a tipping point for higher education.

 

Higher Education in Motion: The Digital and Cultural Transformations Ahead — from er.educause.edu by John O’Brien

Excerpts (emphasis DSC):

In 2015 when Janet Napolitano, then president of the University of California, responded to what she saw as a steadily growing “chorus of doom” predicting the demise of higher education, she did so with a turn of phrase that captured my imagination and still does. She said that higher education is not in crisis. “Instead, it is in motion, and it always has been.”

A brief insert by DSC:
Yes. In other words, it’s a learning ecosystem — with constant morphing & changing going on.

“We insisted then, and we continue to insist now, that digital transformation amounts to deep and coordinated change that substantially reshapes the operations, strategic directions, and value propositions of colleges and universities and that this change is enabled by culture, workforce, and technology shifts.

The tidal movement to digital transformation is linked to a demonstrably broader recognition of the strategic role and value of technology professionals and leaders on campus, another area of long-standing EDUCAUSE advocacy. For longer than we have talked about digital transformation, we have insisted that technology must be understood as a strategic asset, not a utility, and that senior IT leaders must be part of the campus strategic decision-making. But the idea of a strategic role for technology had disappointing traction among senior campus leaders before 2020.

From DSC:
The Presidents, Provosts, CIO’s, board members, influential faculty members, and other members of institutions’ key leadership positions who didn’t move powerfully forward with online-based learning over the last two+ decades missed the biggest thing to hit societies’ ability to learn in 500+ years — the Internet. Not since the invention of the printing press has learning had such an incredible gust of wind put in its sails. The affordances have been staggering, with millions of people now being educated in much less expensive ways (MOOCs, YouTube, LinkedIn Learning, other). Those who didn’t move forward with online-based learning in the past are currently scrambling to even survive. We’ll see how many close their doors as the number of effective alternatives increases.

Instead of functioning as a one-time fix during the pandemic, technology has become ubiquitous and relied upon to an ever-increasing degree across campus and across the student experience.

Moving forward, best of luck to those organizations who don’t have their CIOs at the decision-making table and reporting directly to the Presidents — and hopefully those CIO’s are innovative and visionary to begin with. Best of luck to those institutions who refuse to look up and around to see that the world has significantly changed from the time they got their degrees.

The current mix of new realities creates an opportunity for an evolution and, ideally, a synchronized reimagination of higher education overall. This will be driven by technology innovation and technology professionals—and will be made even more enduring by a campus culture of care for students, faculty, and staff.

Time will tell if the current cultures within many traditional institutions of higher education will allow them to adapt/change…or not.


Along the lines of transformations in our learning ecosystems, also see:


OPINION: Let’s use the pandemic as a dress-rehearsal for much-needed digital transformation — from hechingerreport.org by Jean-Claude Brizard
Schools must get ready for the next disruption and make high-quality learning available to all

Excerpts:

We should use this moment to catalyze a digital transformation of education that will prepare schools for our uncertain future.

What should come next is an examination of how schools can more deeply and deliberately harness technology to make high-quality learning accessible to every learner, even in the wake of a crisis. That means a digital transformation, with three key levers for change: in the classroom, in schools and at the systems level.

Platforms like these help improve student outcomes by enhancing teachers’ ability to meet individual students’ needs. They also allow learners to master new skills at their own pace, in their own way.

As Digital Transformation in Schools Continues, the Need for Enterprising IT Leaders Grows — from edtechmagazine.com by Ryan Petersen

K-12 IT leaders move beyond silos to make a meaningful impact inside and outside their schools.According to Korn Ferry’s research on enterprise leadership, “Enterprise leaders envision and grow; scale and create. They go beyond by going across the enterprise, optimizing the whole organization and its entire ecosystem by leading outside what they can control. These are leaders who see their role as being a participant in diverse and dynamic communities.”

 

 

‘A tipping point for higher ed’: Google launches new, low-cost online programs for high-demand jobs — from fortune.com by Sydney Lake

Excerpt:

Higher education has benefits ranging from career development to skill building to network development—but it certainly can come at a high cost. The average cost of college in the U.S. is more than $35,000 per year, according to the Education Data Initiative. And these students average about $37,000 in student loan debt.

Lisa Gevelber, founder of Grow with Google, came to the tech giant with a proposition: Help people “realize their full economic potential” by offering low-cost educational programs focused on high-demand industries. In 2017, Gevelber saw her idea come to life when Google committed $1 billion toward this Grow with Google mission, and the following year the tech giant launched the Google Career Certificates.

[On 10/13/22], Grow with Google takes this program a step further by developing university-industry partnerships. Grow with Google tells Fortune exclusively of the launch of its partnerships with top universities to offer specialized career certificates. These specialized programs build on Grow with Google’s existing programs, but offer more industry-specific take on the material.

 

Amazon ups its cloud training investments — from workshift.opencampusmedia.org by Byelyse Ashburn
Amazon Web Services just launched a new skills center near D.C. and is expanding both its in-person and online training programs for cloud careers.

Excerpt:

The big idea: The skills center is just one part of AWS’ plan to spend hundreds of millions of dollars providing free training in cloud computing to 29 million people globally by 2025. In the past year, the company has dramatically increased its free cloud skills offerings, adding AWS Skill Builder, an online library of 500-plus self-paced courses. It’s also twice expanded re/Start, its cohort-based training program for workers who are unemployed or underemployed.

Thus far, the company has helped more than 13 million people gain cloud skills for free through its various offerings—seven million more than this time last year.

 

What might the ramifications be for text-to-everything? [Christian]

From DSC:

  • We can now type in text to get graphics and artwork.
  • We can now type in text to get videos.
  • There are several tools to give us transcripts of what was said during a presentation.
  • We can search videos for spoken words and/or for words listed within slides within a presentation.

Allie Miller’s posting on LinkedIn (see below) pointed these things out as well — along with several other things.



This raises some ideas/questions for me:

  • What might the ramifications be in our learning ecosystems for these types of functionalities? What affordances are forthcoming? For example, a teacher, professor, or trainer could quickly produce several types of media from the same presentation.
  • What’s said in a videoconference or a webinar can already be captured, translated, and transcribed.
  • Or what’s said in a virtual courtroom, or in a telehealth-based appointment. Or perhaps, what we currently think of as a smart/connected TV will give us these functionalities as well.
  • How might this type of thing impact storytelling?
  • Will this help someone who prefers to soak in information via the spoken word, or via a podcast, or via a video?
  • What does this mean for Augmented Reality (AR), Mixed Reality (MR), and/or Virtual Reality (VR) types of devices?
  • Will this kind of thing be standard in the next version of the Internet (Web3)?
  • Will this help people with special needs — and way beyond accessibility-related needs?
  • Will data be next (instead of typing in text)?

Hmmm….interesting times ahead.

 

Tearing the ‘paper ceiling’: McKinsey supports effort driving upward mobility for millions of workers — from mckinsey.com

Excerpt:

September 23, 2022There’s a hidden talent pool that most employers overlook—the more than 70 million workers in the US who are STARs, or workers ‘skilled through alternative routes.’ Whether through community college, workforce training, bootcamp or certificate programs, military service, or on-the-job learning, STARs have the skills for higher-wage jobs but often find themselves blocked from consideration.

This week, nonprofit Opportunity@Work and the Ad Council have launched a nationwide campaign to ‘Tear the Paper Ceiling’ and encourage employers to change hiring practices. McKinsey is providing pro bono support to the effort through data and analytics tools that enable recruiters to recognize STARs and their skills.

“While companies scramble to find talent amid a perceived skills gap, many of their job postings have needlessly excluded half of the workers in the country who have the skills for higher-wage work,” says Byron Auguste, founder of Opportunity@Work and a former senior partner at McKinsey. “Companies like the ones we’re proud to call partners in this effort—and those we hope will join—can lead the way by tapping into skilled talent from a far wider range of backgrounds.”

There are lots of reasons why someone might not begin or complete a degree that have nothing to do with their intrinsic abilities or potential. We know there are better ways to screen for talent and now we have the research and tools to back that up.

Carolyn Pierce, McKinsey partner

Also from McKinsey, see:

Latest McKinsey tech outlook identifies 14 key trends for business leaders

Excerpt:

October 4, 2022 The McKinsey Technology Council—a global group of over 100 scientists, entrepreneurs, researchers, and business leaders—has published its second annual Technology Trends Outlook. By assessing metrics of innovation, interest, investment, and adoption, the council has prioritized and synthesized 40 technologies into 14 leading trends.

Following on from last year, applied AI once again earned the highest score for innovation in the report. Sustainability, meanwhile, emerged as a major catalyst for tech around the world, with clean energy and sustainable consumption drawing the highest investment from private-equity and venture-capital firms. And five new trends were added to this year’s edition: industrializing machine learning, Web3, immersive-reality technologies, the future of mobility, and the future of space.

In this post, McKinsey senior partner Lareina Yee, expert partner Roger Roberts, and McKinsey Global Institute partner Michael Chui share their thoughts about what the findings may mean for leaders over the next few years.

 

Video games dreamed up other worlds. Now they’re coming for real architecture — from fastcompany.com by Nate Berg
A marriage between Epic Games and Autodesk could help communities see exactly what’s coming their way with new construction.

Excerpt:

Video games and architectural models are about to form a long overdue union. Epic Games and design software maker Autodesk are joining forces to help turn the utilitarian digital building models used by architects and designers from blocky representations into immersive spaces in which viewers can get a sense of a room’s dimensions and see how the light changes throughout the day. For both designers and the clients they’re designing for, this could help make architecture more nimble and understandable.

The AutoCAD model (top) and Twinmotion render (bottom) [Images: courtesy Autodesk]

Integrating Twinmotion software into Revit essentially shortens the time-sucking process of rendering models into high-resolution images, animations, and virtual-reality walkthroughs from hours to seconds. “If you want to see your design in VR, in Twinmotion you push the VR button,” says Epic Games VP Marc Petit. “You want to share a walkthrough on the cloud, you can do that.”


From DSC:
An interesting collaboration! Perhaps this will be useful for those designing/implementing learning spaces as well.


 

From DSC:
I signed up to receive some items from Outlier.org. Here’s one of the emails that I recently received. It seems to me that this type of thing is going to be hard to compete against:

  • Professionally-done content
  • Created by teams of specialists, including game designers
  • Hand-picked professors/SME’s — from all over the world
  • Evidence-based learning tools

Outlier dot org could be tough to compete against -- professional-executed content creation and delivery

 

The next chapter for Learning on YouTube — from blog.youtube by Jonathan Katzman

Next year, qualified creators can begin offering free or paid Courses to provide in-depth, structured learning experiences for viewers. Viewers who choose to buy a Course can watch the video ad-free and play it in the background.

…to help learners apply what they’ve learned, we’re introducing Quizzes — a new way for creators to help viewers test their knowledge.”

.

 

What if smart TVs’ new killer app was a next-generation learning-related platform? [Christian]

TV makers are looking beyond streaming to stay relevant — from protocol.com by Janko Roettgers and Nick Statt

A smart TV's main menu listing what's available -- application wise

Excerpts:

The search for TV’s next killer app
TV makers have some reason to celebrate these days: Streaming has officially surpassed cable and broadcast as the most popular form of TV consumption; smart TVs are increasingly replacing external streaming devices; and the makers of these TVs have largely figured out how to turn those one-time purchases into recurring revenue streams, thanks to ad-supported services.

What TV makers need is a new killer app. Consumer electronics companies have for some time toyed with the idea of using TV for all kinds of additional purposes, including gaming, smart home functionality and fitness. Ad-supported video took priority over those use cases over the past few years, but now, TV brands need new ways to differentiate their devices.

Turning the TV into the most useful screen in the house holds a lot of promise for the industry. To truly embrace this trend, TV makers might have to take some bold bets and be willing to push the envelope on what’s possible in the living room.

 


From DSC:
What if smart TVs’ new killer app was a next-generation learning-related platform? Could smart TVs deliver more blended/hybrid learning? Hyflex-based learning?
.

The Living [Class] Room -- by Daniel Christian -- July 2012 -- a second device used in conjunction with a Smart/Connected TV

.

Or what if smart TVs had to do with delivering telehealth-based apps? Or telelegal/virtual courts-based apps?


 

How to Use Edtech to Engage Introverted Learners — from edsurge.com by Stacey Roshan

Excerpts:

But we can leverage technology to create more equitable and empowering forums for discussion—to shift from a culture that praises the first person to raise their hand, to one where every individual has a platform to make their ideas seen and heard. I’m talking about using simple web apps.

As an introverted perfectionist who needed time to process and formulate a response before I was ready to share, I began to confuse faster with smarter. Because I saw my peers answering more questions than I was in class—and getting praised for it—I struggled to feel like I measured up.

And so, as a math teacher, it has become my mission to find ways to spotlight all of the unique voices and personalities in my classroom, and to celebrate the diverse approaches students choose to share, rather than valuing one.

 

Top Tools for Learning 2022 [Jane Hart]

Top Tools for Learning 2022

 

Top tools for learning 2022 — from toptools4learning.com by Jane Hart

Excerpt:

In fact, it has become clear that whilst 2021 was the year of experimentation – with an explosion of tools being used as people tried out new things, 2022 has been the year of consolidation – with people reverting to their trusty old favourites. In fact, many of the tools that were knocked off their perches in 2021, have now recovered their lost ground this year.


Also somewhat relevant/see:


 

The Finalists of the American Legal Technology Awards Are…! — from artificiallawyer.com

Excerpt:

After receiving 225 submissions across eight categories, the American Legal Technology Awards have today announced the lucky finalists. They include a wide range of companies and individuals, ranging from judges, to law firms, to startups and larger legal tech businesses. So, without further ado, here are the finalists in the table below, with three finalists in each category.

Looking For Trouble And Finding It: The ABA Resolution To Condemn Non-Lawyer Ownership — from professionalresponsibility.fkks.com by Ron Minkoff

Excerpt:

At the ABA Annual Meeting last week, the Illinois State Bar Association (“ISBA”), the New York State Bar Association (“NYSBA”), and several ABA entities sponsored Local Resolution 402 (hereafter, the “ISBA Resolution”) in an effort to stop the entire ABA – if not the entire American legal profession – from permitting non-lawyer ownership of law firms, in any form.  The ISBA Resolution read as follows:

Teaching (and Pressuring) Law Professors to Teach Technology – Katie Brown (TGIR Ep. 171) — from legaltechmonitor.com by

Excerpt (emphasis DSC):

In her view, law professors “are required to educate people so that they can go out into the practice and successfully do that. And so beyond just, rule 1.1 with legal technology and having that competency, for us as law schools, I think we have an ethical obligation to be teaching legal technology.” This approach needs to be embedded into the Law School’s culture, because it costs money, time, and effort to do correctly.

From DSC:
Agree. I completely agree.

Understanding The Justice Gap — from medium.com by Kevin Golembiewski

Excerpt:

The law is a language. Pleading, cause of action, discovery, hearsay, res judicata, statute of limitations, civil procedure. To understand and protect your legal rights, you must learn this language and the complex rules that govern it. Or you must find an interpreter — that is, a lawyer. No different than if you were in a foreign country without an interpreter, if you have a legal problem but no lawyer, you cannot advocate for yourself.

That is the reality for millions of low-income Americans, according to a recent study by the Legal Services Corporation (LSC). About 50 million Americans have household incomes below 125% of the poverty threshold, and 92% of them do not have any, or enough, legal help for their civil legal issues — issues that range from eviction to domestic violence to disability benefits. Those Americans are stranded in the land of the law without an interpreter.

Litera releases The Changing Lawyer Report 2022 at ILTACON — from legalitprofessionals.com

Key takeaways

The five trends to watch, with some representative data points from the report include:

  1. Allied professionals (process managers, technologists, data analysts, etc.) play a more significant role in supporting law firms and lawyers and enhancing legal service delivery. 83% of lawyers believe that allied professionals make their job easier.
  2. Automation is everywhere, as law firms turn to AI and other technologies to enhance the speed and accuracy of legal processes across all practice areas. 91% of lawyers expect AI-based document review to become a standard part of most M&A due diligence processes.
  3. Technology and data improve client service delivery by providing real-time insights about law firm performance, pricing and budgeting, and work allocation. 78% of lawyers agree that technology helps them offer a better client experience.
  4. Cloud-based solutions are taking over, driven partly by the obvious need for remote and blended workplace access to law firm applications that arose during the pandemic. Leading types of cloud applications that have been moved to the cloud include financial and practice management (64% of firms), document management (53%), portals and intranets (35%), and business intelligence platforms (31%).
  5. Changing work expectations are a significant driver of technology adoption when lawyer recruitment and retention are challenges for law firms. A new generation of lawyers sees technology as a path to better work/life balance. 53% of lawyers ‘strongly agree’ or ‘agree’ with the statement technology makes my job more enjoyable.
 
© 2024 | Daniel Christian