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“History repeats itself…again. The ways of the world/power continue on.” [Christian] + other items re: AI

On 11/27/2023, in Artificial Intelligence/Agents/LLMs/and Related, Asia, change, computer science, corporate / business world, dangers of the status quo, Daniel S. Christian, digital learning, digital video, emerging technologies, experimentation, future, game-changing environment, Google, history, intelligent systems, law schools, leadership, legislatures / government / legal, NVIDIA, organizational change, pace of change, platforms, productivity / tips and tricks, society, the downsides of how people use tech, United States, workplace, by Daniel Christian

Expanding Bard’s understanding of YouTube videos — via AI Valley

  • What: We’re taking the first steps in Bard’s ability to understand YouTube videos. For example, if you’re looking for videos on how to make olive oil cake, you can now also ask how many eggs the recipe in the first video requires.
  • Why: We’ve heard you want deeper engagement with YouTube videos. So we’re expanding the YouTube Extension to understand some video content so you can have a richer conversation with Bard about it.

Reshaping the tree: rebuilding organizations for AI — from oneusefulthing.org by Ethan Mollick
Technological change brings organizational change.

I am not sure who said it first, but there are only two ways to react to exponential change: too early or too late. Today’s AIs are flawed and limited in many ways. While that restricts what AI can do, the capabilities of AI are increasing exponentially, both in terms of the models themselves and the tools these models can use. It might seem too early to consider changing an organization to accommodate AI, but I think that there is a strong possibility that it will quickly become too late.

From DSC:
Readers of this blog have seen the following graphic for several years now, but there is no question that we are in a time of exponential change. One would have had an increasingly hard time arguing the opposite of this perspective during that time.

 

 

Nvidia’s revenue triples as AI chip boom continues — from cnbc.com by Jordan Novet; via GSV

KEY POINTS

  • Nvidia’s results surpassed analysts’ projections for revenue and income in the fiscal fourth quarter.
  • Demand for Nvidia’s graphics processing units has been exceeding supply, thanks to the rise of generative artificial intelligence.
  • Nvidia announced the GH200 GPU during the quarter.

Here’s how the company did, compared to the consensus among analysts surveyed by LSEG, formerly known as Refinitiv:

  • Earnings: $4.02 per share, adjusted, vs. $3.37 per share expected
  • Revenue: $18.12 billion, vs. $16.18 billion expected

Nvidia’s revenue grew 206% year over year during the quarter ending Oct. 29, according to a statement. Net income, at $9.24 billion, or $3.71 per share, was up from $680 million, or 27 cents per share, in the same quarter a year ago.

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“Our comprehensive, all-in, research-based look at the design of effective learning spaces” [Terada & Merrill] + other K12-related items

On 11/27/2023, in Alternatives, business, career development, creativity, curriculum, education, engagement / engaging students, entrepreneurship, experimentation, ideas, instructional design, K-12 related, learning, learning ecosystem, Learning Experience Design, learning hubs & pods & microschooling, learning spaces, student-related, teachers, UK, United States, youth, by Daniel Christian

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

Key Points (emphasis DSC):

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

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

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

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

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

Key Points

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

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

Nate McClennen

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

Topics include:

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

Addendum on 12/1/23:

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Amazon aims to provide free AI skills training to 2 million people by 2025 [Sivasubramanian]

On 11/22/2023, in Amazon, Artificial Intelligence/Agents/LLMs/and Related, corporate / business world, education, platforms, programming, skills, training / L&D, United States, youth, by Daniel Christian

Amazon aims to provide free AI skills training to 2 million people by 2025 with its new ‘AI Ready’ commitment — from aboutamazon.com by Swami Sivasubramanian

Artificial intelligence (AI) is the most transformative technology of our generation. If we are going to unlock the full potential of AI to tackle the world’s most challenging problems, we need to make AI education accessible to anyone with a desire to learn.

That’s why Amazon is announcing “AI Ready,” a new commitment designed to provide free AI skills training to 2 million people globally by 2025. To achieve this goal, we’re launching new initiatives for adults and young learners, and scaling our existing free AI training programs—removing cost as a barrier to accessing these critical skills.

From DSC:
While this will likely serve Amazon just fine, it’s still an example of the leadership of a corporation seeking to help others out.

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From NPR: The Student Podcast Challenge

On 11/22/2023, in digital audio, digital storytelling, K-12 related, more voice more choice more control, multimedia, podcasting, student-related, United States, youth, by Daniel Christian

From NPR -- The Student Podcast Challenge

We’re inviting students from around the country to make a podcast and compete for a chance to have their work featured on NPR.

Students in fifth grade through college are eligible to participate, but the rules vary depending on your grade. 

Make your voice heard! Be a part of NPR’s Student Podcast Challenge!

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We need to be praying for tech’s C-Suites and Boards [Christian]

On 11/22/2023, in Amazon, Apple, Artificial Intelligence/Agents/LLMs/and Related, communications, content development, aggregation, repositories, corporate / business world, Daniel S. Christian, emerging technologies, Emotion, engagement / engaging students, ethics, Facebook / Meta Platforms, faith, Google, hearts -- matters of the heart, leadership, Microsoft, morals/values, NVIDIA, platforms, psychology, relationships, social media, society, sociology, the downsides of how people use tech, tools, United States, vendors, vision/possibilities, by Daniel Christian

From DSC:
The recent drama over at OpenAI reminds me of how important a few individuals are in influencing the lives of millions of people.

The C-Suites (i.e., the Chief Executive Officers, Chief Financial Officers, Chief Operating Officers, and the like) of companies like OpenAI, Alphabet (Google), Meta (Facebook), Microsoft, Netflix, NVIDIA, Amazon, Apple, and a handful of others have enormous power. Why? Because of the enormous power and reach of the technologies that they create, market, and provide.

We need to be praying for the hearts of those in the C-Suites of these powerful vendors — as well as for their Boards.

LORD, grant them wisdom and help mold their hearts and perspectives so that they truly care about others. May their decisions not be based on making money alone…or doing something just because they can.

What happens in their hearts and minds DOES and WILL continue to impact the rest of us. And we’re talking about real ramifications here. This isn’t pie-in-the-sky thinking or ideas. This is for real. With real consequences. If you doubt that, go ask the families of those whose sons and daughters took their own lives due to what happened out on social media platforms. Disclosure: I use LinkedIn and Twitter quite a bit. I’m not bashing these platforms per se. But my point is that there are real impacts due to a variety of technologies. What goes on in the hearts and minds of the leaders of these tech companies matters.

Some relevant items:

Navigating Attention-Driving Algorithms, Capturing the Premium of Proximity for Virtual Teams, & New AI Devices — from implactions.com by Scott Belsky

Excerpts (emphasis DSC):

No doubt, technology influences us in many ways we don’t fully understand. But one area where valid concerns run rampant is the attention-seeking algorithms powering the news and media we consume on modern platforms that efficiently polarize people. Perhaps we’ll call it The Law of Anger Expansion: When people are angry in the age of algorithms, they become MORE angry and LESS discriminate about who and what they are angry at.
…
Algorithms that optimize for grabbing attention, thanks to AI, ultimately drive polarization.
…
The AI learns quickly that a rational or “both sides” view is less likely to sustain your attention (so you won’t get many of those, which drives the sensation that more of the world agrees with you). But the rage-inducing stuff keeps us swiping.

Our feeds are being sourced in ways that dramatically change the content we’re exposed to.

And then these algorithms expand on these ultimately destructive emotions – “If you’re afraid of this, maybe you should also be afraid of this” or “If you hate those people, maybe you should also hate these people.”
…
How do we know when we’ve been polarized? This is the most important question of the day.
…
Whatever is inflaming you is likely an algorithm-driven expansion of anger and an imbalance of context.

 

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WOW!!! “The [OpenAI] board no longer has confidence in [Sam Altman’s] ability to continue leading OpenAI.”

On 11/17/2023, in Artificial Intelligence/Agents/LLMs/and Related, change, corporate / business world, Daniel S. Christian, ethics, hearts -- matters of the heart, leadership, morals/values, United States, vendors, by Daniel Christian

OpenAI announces leadership transition — from openai.com
Chief technology officer Mira Murati appointed interim CEO to lead OpenAI; Sam Altman departs the company. Search process underway to identify permanent successor.

Excerpt (emphasis DSC):

The board of directors of OpenAI, Inc., the 501(c)(3) that acts as the overall governing body for all OpenAI activities, today announced that Sam Altman will depart as CEO and leave the board of directors. Mira Murati, the company’s chief technology officer, will serve as interim CEO, effective immediately.
…
Mr. Altman’s departure follows a deliberative review process by the board, which concluded that he was not consistently candid in his communications with the board, hindering its ability to exercise its responsibilities. The board no longer has confidence in his ability to continue leading OpenAI.

…
As a part of this transition, Greg Brockman will be stepping down as chairman of the board and will remain in his role at the company, reporting to the CEO.

From DSC:
I’m not here to pass judgment, but all of us on planet Earth should be at least concerned with this disturbing news.

AI is one of the most powerful set of emerging technologies on the planet right now. OpenAI is arguably the most powerful vendor/innovator/influencer/leader in that space. And Sam Altman is was the face of OpenAI — and arguably for AI itself. So this is a big deal.

What concerns me is what is NOT being relayed in this posting:

  • What was being hidden from OpenAI’s Board?
  • What else doesn’t the public know? 
  • Why is Greg Brockman stepping down as Chairman of the Board?

To whom much is given, much is expected.

Also related/see:

OpenAI CEO Sam Altman ousted, shocking AI world — from washingtonpost.com by Gerrit De Vynck and Nitasha Tiku
The artificial intelligence company’s directors said he was not ‘consistently candid in his communications with the board’

Altman’s sudden departure sent shock waves through the technology industry and the halls of government, where he had become a familiar presence in debates over the regulation of AI. His rise and apparent fall from tech’s top rung is one of the fastest in Silicon Valley history. In less than a year, he went from being Bay Area famous as a failed start-up founder who reinvented himself as a popular investor in small companies to becoming one of the most influential business leaders in the world. Journalists, politicians, tech investors and Fortune 500 CEOs alike had been clamoring for his attention.

OpenAI’s Board Pushes Out Sam Altman, Its High-Profile C.E.O. — from nytimes.com by Cade Metz

Sam Altman, the high-profile chief executive of OpenAI, who became the face of the tech industry’s artificial intelligence boom, was pushed out of the company by its board of directors, OpenAI said in a blog post on Friday afternoon.

From DSC:
Updates — I just saw these items

.
Sam Altman fired as CEO of OpenAI — from theverge.com by Jay Peters
In a sudden move, Altman is leaving after the company’s board determined that he ‘was not consistently candid in his communications.’ President and co-founder Greg Brockman has also quit.

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“edX & Jobs for the Future Offer Free MicroBachelors Programs” [Lucariello] + other items re: higher education in general

On 11/17/2023, in colleges, community colleges, higher education, K-12 related, learning ecosystem, MOOCs -- Massive Open Online Courses, trends, United States, universities, vendors, by Daniel Christian

Unpacking 3 major trends in ed tech and for-profit education — from highereddive.com by Natalie Schwartz
CEOs of major companies recently told investors how they fared in their most recent financial quarters, offering insight into the broader higher ed sector.

Education companies double down on degree programs
…
These programs allow Coursera users to count open courses they complete on the platform toward credit for degree programs. Students can also be admitted to degree programs based on their performance in these courses,Maggioncalda said.

Coursera recently announced it had built several of these pathways to master’s degrees offered by Illinois Tech. Coursera users can now complete professional certificates offered on the website — including from Google, IBM and Meta — as credit toward these programs.

Report Finds Students Struggling with Being Prepared for Courses and Increasingly Turning to Generative AI, Social Media to Study — from campustechnology.com by Kate Lucariello

In its second annual 2023 “Study Trends Report,” McGraw Hill found that college students were feeling unprepared for their courses, but also that they have turned to generative AI and social media to study and would like more learning resources in a similar format.

The study, conducted by Morning Consult between July 18 and Aug. 11, 2023, surveyed 500 undergraduate college students and 200 college instructors. Some of the key findings include:

The Plot To Kill Shop Class — by Ryan Craig

I suspect College Board may be trying to repent for its original sin: killing vocational education. Now known as career and technical education (CTE), America’s college-or-bust mentality has long relegated CTE to a shadowy corner of high school.
…
But make no mistake: the College Board’s fingerprints are on the weapon that killed CTE. College Board launched Advanced Placement courses in 1955 with 500 students across 18 elite schools like Andover, Bronx Science, and Newton High School. The original idea was guiltless: more challenging curricula for gifted and talented students to accelerate the development of leaders and win the Cold War. But it soon became clear that AP’s primary purpose would be to give students a leg up in competitive college admissions; as early as 1960, Exeter worried about “a dangerous tendency to regard advanced placement teachers and students as an elite worthy of special praise.”

When College Board’s primary source of revenue (and profits) is AP courses and demand for AP is driven by a weighted GPA formula that discriminates against all other forms of education, any attempt to create a level playing field between career discovery and college is window dressing: CTE theater. College Board knows which side its bread is buttered on (hint: it’s in its name).

2U, USC Curtail Online Partnership — from insidehighered.com by Doug Lederman
Southern California and the online program manager will part ways on master’s degrees that became a target of scrutiny because of their high price.

Which makes it fitting, perhaps, that Thursday 2U and USC announced that that they would largely wind down their 15-year partnership, which in the eyes of consumer advocates and some journalists had come to exemplify how involving companies intimately in the delivery of education could undermine, rather than expand, access and affordability to higher education.

edX and Jobs for the Future Offer Free MicroBachelors Programs — from campustechnology.com by Kate Lucariello

Three MicroBachelor programs are currently available:

  • Statistics Fundamentals and Mathematics and Statistics Fundamentals from The London School of Economics;
  • Marketing Essentials and Business and Professional Communication for Success from Doane University; and
  • Full Stack Application Development from IBM.

PROOF POINTS: Professors say high school math doesn’t prepare most students for their college majors — from hechingerreport.org

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AI Pedagogy Project, metaLAB (at) Harvard + other AI-related items in our learning ecosystems

On 11/17/2023, in 21st century, Artificial Intelligence/Agents/LLMs/and Related, colleges, community colleges, emerging technologies, Europe, experimentation, faculty/staff, future, future of higher education, game-changing environment, higher education, innovation, intelligent systems, IT in HE, law schools, leadership, learning ecosystem, United States, universities, by Daniel Christian

AI Pedagogy Project, metaLAB (at) Harvard
Creative and critical engagement with AI in education. A collection of assignments and materials inspired by the humanities, for educators curious about how AI affects their students and their syllabi

AI Guide
Focused on the essentials and written to be accessible to a newcomer, this interactive guide will give you the background you need to feel more confident with engaging conversations about AI in your classroom.

From #47 of SAIL: Sensemaking AI Learning — by George Siemens

Excerpt (emphasis DSC):

Welcome to Sensemaking, AI, and Learning (SAIL), a regular look at how AI is impacting education and learning.

Over the last year, after dozens of conferences, many webinars, panels, workshops, and many (many) conversations with colleagues, it’s starting to feel like higher education, as a system, is in an AI groundhog’s day loop. I haven’t heard anything novel generated by universities. We have a chatbot! Soon it will be a tutor! We have a generative AI faculty council! Here’s our list of links to sites that also have lists! We need AI literacy! My mantra over the last while has been that higher education leadership is failing us on AI in a more dramatic way than it failed us on digitization and online learning. What will your universities be buying from AI vendors in five years because they failed to develop a strategic vision and capabilities today?

AI + the Education System — from drphilippahardman.substack.com Dr. Philippa Hardman
The key to relevance, value & excellence?

The magic school of the future is one that helps students learn to work together and care for each other — from stefanbauschard.substack.com by Stefan Bauschard
AI is going to alter economic and professional structures. Will we alter the educational structures?

(e) What is really required is a significant re-organization of schooling and curriculum. At a meta-level, the school system is focused on developing the type of intelligence I opened with, and the economic value of that is going to rapidly decline.

(f). This is all going to happen very quickly (faster than any previous change in history), and many people aren’t paying attention.  AI is already here.

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Where a developing, new kind of learning ecosystem is likely headed [Christian]

On 11/17/2023, in 21st century, 24x7x365 access, adjunct faculty, Artificial Intelligence/Agents/LLMs/and Related, career development, change, changing business models, cloud-based computing / apps / other cloud-related, colleges, communities of practice, community colleges, competency-based learning/education, corporate / business world, corporate universities / corporate training, cost of getting a degree, Daniel S. Christian, digital learning, distance education, education, education technology, educational games / serious games, elearning, emerging technologies, engagement / engaging students, faculty/staff, future, future of higher education, game-changing environment, generational differences, heutagogy, higher education, homeschooling/homeschoolers, human-computer interaction (HCI), ideas, innovation, instructional design, intelligent systems, intelligent tutoring, K-12 related, law schools, learning, learning agents, learning ecosystem, Learning from the Living [Class] Room, learning spaces, lifelong learning, love of learning, marketplaces, microlearning, more voice more choice more control, new business models, online learning, online media, online tutoring, personalized/customized learning, platforms, professional development, reinvent, skills, social learning / networks, society, streams of content, student-related, teachers, teaching & learning, teaching online, technologies for your home, training / L&D, trends, TVs, ubiquitous learning, United States, universities, using teams, vendors, virtual tutoring, vision/possibilities, vocational / trades, workplace, youth, by Daniel Christian

From DSC:
As I’ve long stated on the Learning from the Living [Class]Room vision, we are heading toward a new AI-empowered learning platform — where humans play a critically important role in making this new learning ecosystem work.

Along these lines, I ran into this site out on X/Twitter. We’ll see how this unfolds, but it will be an interesting space to watch.

Project Chiron's vision: Our vision for education Every child will soon have a super-intelligent AI teacher by their side. We want to make sure they instill a love of learning in children.

From DSC:
This future learning platform will also focus on developing skills and competencies. Along those lines, see:

Scale for Skills-First — from the-job.beehiiv.com by Paul Fain
An ed-tech giant’s ambitious moves into digital credentialing and learner records.

A Digital Canvas for Skills
Instructure was a player in the skills and credentials space before its recent acquisition of Parchment, a digital transcript company. But that $800M move made many observers wonder if Instructure can develop digital records of skills that learners, colleges, and employers might actually use broadly.
…

Ultimately, he says, the CLR approach will allow students to bring these various learning types into a coherent format for employers.

Instructure seeks a leadership role in working with other organizations to establish common standards for credentials and learner records, to help create consistency. The company collaborates closely with 1EdTech. And last month it helped launch the 1EdTech TrustEd Microcredential Coalition, which aims to increase quality and trust in digital credentials.

Paul also links to 1EDTECH’s page regarding the Comprehensive Learning Record

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“We need more high-impact learning practices in prison” [West]

On 11/15/2023, in colleges, community colleges, distance education, experimentation, faculty/staff, higher education, law schools, leadership, learning ecosystem, Learning Experience Design, learning spaces, new business models, society, student-related, United States, universities, by Daniel Christian

“We need more high-impact learning practices in prison” — from college-inside.beehiiv.com by Charlotte West
Internships, apprenticeships, and work learning opportunities allow incarcerated students to keep learning after they graduate.

Maine and other states like Colorado are trying to tackle this issue through internships and employment opportunities that allow incarcerated students and graduates to put their professional knowledge and skills into practice — and in some cases, earn a living wage while doing so.

Employment and professional training opportunities inside were a major theme at the 2023 National Conference for Higher Education in Prison, where 800 educators, administrators, students and alumni from dozens of prison education programs gathered in Atlanta, Georgia last week.

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The new apprenticeships [Furlong]

On 11/14/2023, in Access to Justice (A2J), Artificial Intelligence/Agents/LLMs/and Related, Canada, ideas, innovation, Legal operations, legal reform, legal technologies, legislatures / government / legal, United States, by Daniel Christian

The new apprenticeships — from jordanfurlong.substack.com by Jordan Furlong
Several American states are rewriting the rules of lawyer licensure and bringing the US into line with a key element of lawyer formation worldwide: supervised practice.

Change comes so gradually and fitfully to the legal sector that when something truly revolutionary happens — an actual turning point with an identifiable real-world impact — we have to mark the occasion. One such revolution broke out in the United States last week, opening up fantastic new possibilities for Americans who want to become lawyers.

The Oregon Supreme Court approved a new licensure program that does not require passage of a traditional written bar exam. After graduating from law school, aspiring Oregon lawyers can complete 675 hours of paid legal work under the supervision of an experienced attorney, assembling a portfolio of legal work to be assessed by bar admission officials. Candidates must submit eight samples of legal writing, take the lead in at least two initial client interviews or client counseling sessions, and oversee two negotiations, among other requirements.

Jordan mentions what’s going on in several other states including:

  • Utah
  • Washington
  • Minnesota
  • Nevada
  • California
  • Massachusetts
  • South Dakota

From DSC:
The Bar Exam doesn’t have a good reputation for actually helping get someone ready to practice law. So this is huge news indeed! The U.S. needs more people/specialists at the legal table moving forward. The items Jordan relays in this posting are a huge step forward in making that a reality.

For other innovations within the legal realm, see:

LawSchoolAi — from youtube.com

Picture this: A world where anyone can unlock the doors to legal expertise, no matter their background or resources. Introducing Law School AI – the game-changing platform turning this vision into reality. Our mission? To make legal education accessible, affordable, and tailored to every learner’s unique style, by leveraging the power of artificial intelligence.

As a trailblazing edtech company, Law School AI fuses cutting-edge AI technology with modern pedagogical techniques to craft a personalized, immersive, and transformative learning experience. Our platform shatters boundaries, opening up equal opportunities for individuals from all walks of life to master the intricacies of law.

Embrace a new era of legal education with Law School AI, where the age-old law school experience is reimagined as a thrilling, engaging, and interactive odyssey. Welcome to the future of legal learning.

 

 

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“The Beatles’ final song is now streaming thanks to AI” [Welch] + other items re: AI in general

On 11/14/2023, in 3D, Adobe, Artificial Intelligence/Agents/LLMs/and Related, Asia, biology, creativity, digital audio, experimentation, health, innovation, intelligent systems, Microsoft, multimedia, music, NVIDIA, pace of change, platforms, tools, trends, UK, United States, vendors, by Daniel Christian

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

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

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

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

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

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

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

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

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

Also from Michael Nuñez at venturebeat.com, see:

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

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

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

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

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

From DSC:
Very cool!

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

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

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

Also relevant/see:

The 5 Best GPTs for Work — from the AI Exchange

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

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From the military to the workforce: How to leverage veterans’ skills [mckinsey.com]

On 11/11/2023, in business, career development, change, corporate / business world, skills, United States, vendors, workplace, by Daniel Christian

From the military to the workforce: How to leverage veterans’ skills — from mckinsey.com
Traditional ways of hiring make it harder for many service members to land civilian jobs. A new approach could help veterans transition to the workforce—and add $15 billion to the US economy.

This is where military veterans can make a difference. Veterans represent a source of labor potential that is untapped relative to the breadth of experience and depth of skills that they acquire and develop during their service. Members of the military receive technical training, operate under pressure in austere environments, and develop strong interpersonal skills throughout their service, making them well qualified for numerous civilian occupations. While not every military role is directly transferrable to a civilian job, most skills are—including those that correspond to US industries experiencing labor shortages, such as infrastructure and manufacturing.

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Building a Consumer-Centered Legal Market: Takeaways from IAALS’ Convening on Regulatory Reform [Bednarz]

On 11/11/2023, in Access to Justice (A2J), innovation, law schools, leadership, Legal operations, legal reform, legal technologies, legislatures / government / legal, society, United States, by Daniel Christian

Building a Consumer-Centered Legal Market: Takeaways from IAALS’ Convening on Regulatory Reform — from iaals.du.edu by Jessica Bednarz

Two initial high-level takeaways from the convening include:

  • Every state effort is different for a reason. There are many factors that leaders must consider when determining which model(s) of regulatory reform to pursue and how. Some examples of factors to consider include whether the state is a mandatory or voluntary bar state, whether the supreme court justices in the state are appointed or elected, and whether the model(s) to be pursued is market-based or free to consumers. The answers to these questions will likely dictate which stakeholders will likely be allies, which stakeholders will likely be opposed, and which strategy and approach to pursue.
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  • We need to better engage the public in regulatory reform efforts. While some organizations and efforts have included public engagement from the outset, (shout-outs to Innovation for Justice and Arizona more generally, as well as Alaska Legal Services Corporation and Frontline Justice), most have not, and this has likely hindered efforts to some degree. The data we have thus far indicates the public is interested in obtaining legal services from alternative service providers such as allied legal professionals and community justice workers, as well as through alternative business models. The more we can engage the public in this conversation, the better chance we have of creating regulatory reform that is aligned with their needs and the better chance leaders have of getting their respective efforts over the finish line.
    • Because this is an area within the regulatory reform space that is ripe for further development and impact, IAALS will soon be launching a project on consumer engagement. Stay tuned for more updates!

IAALS will share a more comprehensive list of lessons learned and recommendations for building and sustaining regulatory reform in its post-convening report, currently set to be released in early 2024.

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Universities Can’t Accommodate All the Computer Science Majors [Alonso]

On 11/11/2023, in colleges, community colleges, computer science, faculty/staff, higher education, Michigan, United States, universities, by Daniel Christian

Universities Can’t Accommodate All the Computer Science Majors — from insidehighered.com by Johanna Alonso
High interest in the field has led to overcrowded classes and other issues. Now some institutions are adding requirements to help force students out of the major.

Before this year, if you wanted to major in computer science at the University of Michigan, your only barrier was getting accepted to the university.

But a new model requires all students who want to study computer science—whether they are incoming or already enrolled—to apply for the major separately.

Michael Wellman, Michigan’s chair of computer science and engineering, said that the university has worked for years to try to accommodate everyone who wants to study the subject, hiring as many as six faculty members annually in recent years and even building a new computer science facility. The number of CS degrees awarded rose from 132 in 2012 to 600 in 2022.

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