Learning Ecosystems

When A.I.’s Output Is a Threat to A.I. Itself — from nytimes.com by Aatish Bhatia
As A.I.-generated data becomes harder to detect, it’s increasingly likely to be ingested by future A.I., leading to worse results.

All this A.I.-generated information can make it harder for us to know what’s real. And it also poses a problem for A.I. companies. As they trawl the web for new data to train their next models on — an increasingly challenging task — they’re likely to ingest some of their own A.I.-generated content, creating an unintentional feedback loop in which what was once the output from one A.I. becomes the input for another.

In the long run, this cycle may pose a threat to A.I. itself. Research has shown that when generative A.I. is trained on a lot of its own output, it can get a lot worse.

This weekend, the @xAI team brought our Colossus 100k H100 training cluster online. From start to finish, it was done in 122 days.

Colossus is the most powerful AI training system in the world. Moreover, it will double in size to 200k (50k H200s) in a few months.

Excellent…

— Elon Musk (@elonmusk) September 2, 2024

Per The Rundown AI:

The Rundown: Elon Musk’s xAI just launched “Colossus“, the world’s most powerful AI cluster powered by a whopping 100,000 Nvidia H100 GPUs, which was built in just 122 days and is planned to double in size soon.
…
Why it matters: xAI’s Grok 2 recently caught up to OpenAI’s GPT-4 in record time, and was trained on only around 15,000 GPUs. With now more than six times that amount in production, the xAI team and future versions of Grok are going to put a significant amount of pressure on OpenAI, Google, and others to deliver.

Google Meet’s automatic AI note-taking is here — from theverge.com by Joanna Nelius
Starting [on 8/28/24], some Google Workspace customers can have Google Meet be their personal note-taker.

Google Meet’s newest AI-powered feature, “take notes for me,” has started rolling out today to Google Workspace customers with the Gemini Enterprise, Gemini Education Premium, or AI Meetings & Messaging add-ons. It’s similar to Meet’s transcription tool, only instead of automatically transcribing what everyone says, it summarizes what everyone talked about. Google first announced this feature at its 2023 Cloud Next conference.

The World’s Call Center Capital Is Gripped by AI Fever — and Fear — from bloomberg.com by Saritha Rai [behind a paywall]
The experiences of staff in the Philippines’ outsourcing industry are a preview of the challenges and choices coming soon to white-collar workers around the globe.

[Claude] Artifacts are now generally available — from anthropic.com

[On 8/27/24], we’re making Artifacts available for all Claude.ai users across our Free, Pro, and Team plans. And now, you can create and view Artifacts on our iOS and Android apps.

Artifacts turn conversations with Claude into a more creative and collaborative experience. With Artifacts, you have a dedicated window to instantly see, iterate, and build on the work you create with Claude. Since launching as a feature preview in June, users have created tens of millions of Artifacts.

What are the risks from Artificial Intelligence?
A comprehensive living database of over 700 AI risks categorized by their cause and risk domain.

What is the AI Risk Repository?
The AI Risk Repository has three parts:

The AI Risk Database captures 700+ risks extracted from 43 existing frameworks, with quotes and page numbers.
The Causal Taxonomy of AI Risks classifies how, when, and why these risks occur.
The Domain Taxonomy of AI Risks classifies these risks into seven domains (e.g., “Misinformation”) and 23 subdomains (e.g., “False or misleading information”).

California lawmakers approve legislation to ban deepfakes, protect workers and regulate AI — from newsday.com by The Associated Press

SACRAMENTO, Calif. — California lawmakers approved a host of proposals this week aiming to regulate the artificial intelligence industry, combat deepfakes and protect workers from exploitation by the rapidly evolving technology.

Per Oncely:

The Details:

Combatting Deepfakes: New laws to restrict election-related deepfakes and deepfake pornography, especially of minors, requiring social media to remove such content promptly.
Setting Safety Guardrails: California is poised to set comprehensive safety standards for AI, including transparency in AI model training and pre-emptive safety protocols.
Protecting Workers: Legislation to prevent the replacement of workers, like voice actors and call center employees, with AI technologies.

Over the coming days, start creating and chatting with Gems: customizable versions of Gemini that act as topic experts. ?

We’re also launching premade Gems for different scenarios – including Learning coach to break down complex topics and Coding partner to level up your skills… pic.twitter.com/2Dk8NxtTCE

— Google DeepMind (@GoogleDeepMind) August 28, 2024

New in Gemini: Custom Gems and improved image generation with Imagen 3 — from blog.google
The ability to create custom Gems is coming to Gemini Advanced subscribers, and updated image generation capabilities with our latest Imagen 3 model are coming to everyone.

We have new features rolling out, [that started on 8/28/24], that we previewed at Google I/O. Gems, a new feature that lets you customize Gemini to create your own personal AI experts on any topic you want, are now available for Gemini Advanced, Business and Enterprise users. And our new image generation model, Imagen 3, will be rolling out across Gemini, Gemini Advanced, Business and Enterprise in the coming days.

Cut the Chatter, Here Comes Agentic AI — from trendmicro.com

Major AI players caught heat in August over big bills and weak returns on AI investments, but it would be premature to think AI has failed to deliver. The real question is what’s next, and if industry buzz and pop-sci pontification hold any clues, the answer isn’t “more chatbots”, it’s agentic AI.

Agentic AI transforms the user experience from application-oriented information synthesis to goal-oriented problem solving. It’s what people have always thought AI would do—and while it’s not here yet, its horizon is getting closer every day.

In this issue of AI Pulse, we take a deep dive into agentic AI, what’s required to make it a reality, and how to prevent ‘self-thinking’ AI agents from potentially going rogue.
…
Citing AWS guidance, ZDNET counts six different potential types of AI agents:

- Simple reflex agents for tasks like resetting passwords
- Model-based reflex agents for pro vs. con decision making
- Goal-/rule-based agents that compare options and select the most efficient pathways
- Utility-based agents that compare for value
- Learning agents
- Hierarchical agents that manage and assign subtasks to other agents

Ask Claude: Amazon turns to Anthropic’s AI for Alexa revamp — from reuters.com by Greg Bensinger

Summary:

Amazon developing new version of Alexa with generative AI
Retailer hopes to generate revenue by charging for its use
Concerns about in-house AI prompt Amazon to turn to Anthropic’s Claude, sources say
Amazon says it uses many different technologies to power Alexa

Alibaba releases new AI model Qwen2-VL that can analyze videos more than 20 minutes long — from venturebeat.com by Carl Franzen

Hobbyists discover how to insert custom fonts into AI-generated images — from arstechnica.com by Benj Edwards
Like adding custom art styles or characters, in-world typefaces come to Flux.

200 million people use ChatGPT every week – up from 100 million last fall, says OpenAI — from zdnet.com by Sabrina Ortiz
Nearly two years after launching, ChatGPT continues to draw new users. Here’s why.

Some resources within the K-12 learning ecosystem within Michigan

On 09/03/2024, in career development, Daniel S. Christian, higher education, K-12 related, learning ecosystem, Michigan, parents/guardians, pathways, student-related, workplace, youth, by Daniel Christian

Success Rates Report for the State of Michigan — from mischooldata.org

The Success Rates report and data files show the number of degree-seeking students who enter a Michigan postsecondary community college or public university and achieve a successful outcome. This includes data for Michigan’s 28 community colleges and 15 public universities, along with aggregate metrics for the community college and public university sectors broken out by race/ethnicity and gender.

Successful outcomes include:

Earning a certificate
Earning an associate degree
Earning a bachelor’s degree
Transferring to a university (for community college students)

These rates capture both part- and full-time enrollment for all degree-seeking students as well as mobility between institutions.

The report and data files are updated in late spring. See the Recently Posted Reports page for when they were last updated.

Also see:

……

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Get A Job — from pathfinder.mitalent.org

Interested in exploring in-demand jobs in Michigan? Explore Michigan’s Hot 50 Job Outlook through 2030, which includes the anticipated job growth, the average wage and the minimum education requirements for each occupation through 2028. The publication is intended to provide valuable career information to students in high school, vocational and community colleges, as well as job seekers. Additional occupational forecasts and research are available in Michigan’s Online Job Demand, a publication from Michigan’s Labor Market Information.
The Roadmap to Opportunity highlights in-demand, high-wage careers. Explore hot job career pathways that require a certificate or an associate degree. Hear from Michigan residents who have chosen these careers and why. The website includes pathway information for the careers, including information on available programs, hourly wage rates, and cool classes you can take.
Pure Michigan Talent Connect is your launch pad for new jobs, careers and job fairs. It is a tool connecting Michigan’s job seekers and employers and serves as a central hub linking all public and private stakeholders who support Michigan’s workforce. Pure Michigan Talent Connect serves as the state’s labor exchange system.
The Michigan College Access Network has a list of Michigan certificate programs (PDF 770KB) which includes contact information.

Post-Graduation Opportunities and Resources — from Kent ISD/kentisd.org

The Michigan Department of Education (MDE) has partnered with the Michigan Department of Labor and Economic Opportunity (LEO) and other statewide stakeholders to develop a post-graduation opportunities informational packet available on LEO’s Pathfinder resources page.

To comply with Michigan law*, districts are required to distribute the link above to all students in grades 8-12 by October 1 of each year. The information below is supplemental and focused on local opportunities and resources, assembled by Kent ISD staff.

College Information

Get a Job

Serve My Community or Country

I’m Not Sure / Assess My Skills
The Educational Development Plan (EDP) tools listed on the Pathfinder site are free and very useful. However, most school districts supply students with EDP software such as Xello, Naviance, and Mavin for Career Development starting in 7th grade. Parents and teachers of enrolled students have access to their students’ EDP data through (and, in some cases, past) graduation. Consult with your school district for access to this resource.

Early College Credit in High School

Kent ISD’s Early-Middle College program

Additional Resources

44% fear for child’s safety…

DC: While I’m glad that wasn’t part of my K-12 experience, I’m sad for our kids and the younger generations growing up in such a time. What if we truly cared about each other? How would our society look/be different? https://t.co/SySp78NAwk

— Daniel S. Christian (@dchristian5) August 29, 2024

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From DSC:
I realize that’s a gross generalization, but I think we all experience numerous times these days when businesses and others don’t really care about us.

See where I’m coming from.

AI agents are the future, and a lot is at stake [Sanzeri]

On 08/28/2024, in 21st century, 24x7x365 access, Artificial Intelligence/Agents/LLMs/and Related, change, corporate / business world, corporate universities / corporate training, digital learning, education, education technology, emerging technologies, engineering, entrepreneurship, future, future of higher education, game-changing environment, health, higher education, human-computer interaction (HCI), ideas, innovation, intelligent systems, intelligent tutoring, IT in HE, K-12 related, learner profiles, learning, learning agents, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, lifelong learning, personalized/customized learning, the downsides of how people use tech, workplace, by Daniel Christian

AI agents are the future, and a lot is at stake — from forbes.com by Skip Sanzeri

What An Agent Is
Agents are computer programs that can autonomously perform tasks, make decisions and interact with humans or other computers. There are many different types of agents, and they are designed to achieve specific goals spanning our lives and nearly every industry, making them an integral and unstoppable part of our future.

Learning: AI agents will transform education by providing personalized learning experiences such as one-to-one tutoring. ChatGPT and other large language models (LLMs) are providing access to all digital knowledge now. An “agent” would act as a more personalized version of an LLM.

The hacking and control of an AI agent could lead to disastrous consequences, affecting privacy, security, the economy and societal stability. Proactive and comprehensive security strategies are essential to mitigate these risks in the future.

New Microschools for a New School Year [McDonald]

On 08/28/2024, in Alternatives, education, education reform, innovation, K-12 related, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, learning hubs & pods & microschooling, learning preferences, learning spaces, new business models, parents/guardians, student-related, teachers, teaching & learning, youth, by Daniel Christian

New Microschools for a New School Year — from the74million.org by Kerry McDonald
As parent demand for more individualized education options grows, everyday entrepreneurs are stepping up to meet that demand by launching microschools

Microschools and similarly creative schooling options gained increased popularity in the wake of the pandemic, and they continue to gain momentum. Not only are new schools and spaces opening across the U.S. but existing ones are expanding.

New data from VELA, a philanthropic nonprofit organization and entrepreneur community, reveals that over 90 percent of the unconventional learning environments it surveyed had more learners last fall than they did at their launch date, and the median compound rate of growth for these programs was 25 percent a year.

School is back in session, and so are AI art classes [Farfan]

On 08/28/2024, in art, Artificial Intelligence/Agents/LLMs/and Related, business side of he, career development, change, changing business models, colleges, community colleges, creativity, curriculum, new business models, United States, universities, by Daniel Christian

School is back in session, and so are AI art classes — from hyperallergic.com by Isa Farfan
New university programs are incorporating generative tools into studio art courses while attempting to address the murky ethics of the technology.

There’s a new addition to the course catalog at Ringling College of Art and Design, a small private art school in southwest Florida: an Artificial Intelligence Undergraduate Certificate.

The college claimed its new program is the first-of-its-kind AI certificate at an undergraduate arts institution in a news release earlier this month. Other schools in the United States offer courses and certificates focused on the integration of artificial intelligence and creative work, and educators across the country have already brought the technology into the art studio. Critics, however, say pushing AI into arts education won’t level the playing field for professional artists competing against increasingly sophisticated generative tools.

From DSC:
Though this next item is not necessarily related to AI, the following is still art and it’s very fun to watch!

Wait for the magic pic.twitter.com/peHgBHCoti

— Learn Something (@cooltechtipz) August 27, 2024

“8 Legal Tech Trends Transforming Practice in 2024” [lawyer-monthly.com] + several other legaltech-related items

On 08/28/2024, in 21st century, 24x7x365 access, Blockchain, business, data related items, law schools, Legal operations, legal reform, legal technologies, legislatures / government / legal, research, surviving, trends, UK, United States, vendors, Virtual courts and law firms, by Daniel Christian

8 Legal Tech Trends Transforming Practice in 2024 — from lawyer-monthly.com

Thanks to rapid advances in technology, the entire scenario within the legal landscape is changing fast. Fast forward to 2024, and legal tech integration would be the lifeblood of any law firm or legal department if it wishes to stay within the competitive fray.

Innovations such as AI-driven tools for research to blockchain-enabled contracts are thus not only guideline highlights of legal work today. Understanding and embracing these trends will be vital to surviving and thriving in law as the revolution gains momentum and the sands of the world of legal practice continue to shift.

Below are the eight expected trends in legal tech defining the future legal practice.

Building your legal practice’s AI future: Understanding the actual technologies — from thomsonreuters.com by
The implementation of a successful AI strategy for a law firm depends not only on having the right people, but also understanding the tech and how to make it work for the firm

While we’re not delving deep here into how generative artificial intelligence (GenAI) and large language models (LLMs) work, we will talk generally about different categories of tech and emerging GenAI functionalities that are specific for legal.

Ex-Microsoft engineers raise $25M for legal tech startup that uses AI to help lawyers analyze data — from geekwire.com by Taylor Soper

Supio, a Seattle startup founded in 2021 by longtime friends and former Microsoft engineers, raised a $25 million Series A investment to supercharge its software platform designed to help lawyers quickly sort, search, and organize case-related data.
…
Supio focuses on cases related to personal injury and mass tort plaintiff law (when many plaintiffs file a claim). It specializes in organizing unstructured data and letting lawyers use a chatbot to pull relevant information.

“Most lawyers are data-rich and time-starved, but Supio automates time-sapping manual processes and empowers them to identify critical information to prove and expedite their cases,” Supio CEO and co-founder Jerry Zhou said in a statement.

ILTACON 2024: Large law firms are moving carefully but always forward with their GenAI strategy — from thomsonreuters.com by Zach Warren

NASHVILLE — As the world approaches the two-year mark since the original introduction of OpenAI’s ChatGPT, law firms already have made in-roads into establishing generative artificial intelligence (GenAI) as a part of their firms. Whether for document and correspondence drafting, summarization of meetings and contracts, legal research, or for back-office capabilities, firms have been playing around with a number of use cases to see where the technology may fit into the future.

Thomson Reuters acquires pre-revenue legal LLM developer Safe Sign Technologies – Here’s why — from legaltechnology.com by Caroline Hill

Thomson Reuters announced (on August 21) it has made the somewhat unusual acquisition of UK pre-revenue startup Safe Sign Technologies (SST), which is developing legal-specific large language models (LLMs) and as of just eight months ago was operating in stealth mode.
…
There isn’t an awful lot of public information available about the company but speaking to Legal IT Insider about the acquisition, Hron explained that SST is focused in part on deep learning research as it pertains to training large language models and specifically legal large language models. The company as yet has no customers and has been focusing exclusively on developing the technology and the models.

Supio brings generative AI to personal injury cases — from techcrunch.com by Kyle Wiggers

Legal work is incredibly labor- and time-intensive, requiring piecing together cases from vast amounts of evidence. That’s driving some firms to pilot AI to streamline certain steps; according to a 2023 survey by the American Bar Association, 35% of law firms now use AI tools in their practice.

OpenAI-backed Harvey is among the big winners so far in the burgeoning AI legal tech space, alongside startups such as Leya and Klarity. But there’s room for one more, says Jerry Zhou and Kyle Lam, the co-founders of an AI platform for personal injury law called Supio, which emerged from stealth Tuesday with a $25 million investment led by Sapphire Ventures.

Supio uses generative AI to automate bulk data collection and aggregation for legal teams. In addition to summarizing info, the platform can organize and identify files — and snippets within files — that might be useful in outlining, drafting and presenting a case, Zhou said.

ILTACON 2024: Selling legal tech’s monorail — from abajournal.com by Nicole Black

The bottom line: The promise of GenAI for our profession is great, but all signs point to the realization of its potential being six months out or more. So the question remains: Will generative AI change the legal landscape, ushering in an era of frictionless, seamless legal work? Or have we reached the pinnacle of its development, left only with empty promises? I think it’s the former since there is so much potential, and many companies are investing significantly in AI development, but only time will tell.

From LegalZoom to AI-Powered Platforms: The Rise of Smart Legal Services — from tmcnet.com by Artem Vialykh

In today’s digital age, almost every industry is undergoing a transformation driven by technological innovation, and the legal field is no exception. Traditional legal services, often characterized by high fees, time-consuming processes, and complex paperwork, are increasingly being challenged by more accessible, efficient, and cost-effective alternatives.

LegalZoom, one of the pioneers in offering online legal services, revolutionized the way individuals and small businesses accessed legal assistance. However, with the advent of artificial intelligence (AI) and smart technologies, we are witnessing the rise of even more sophisticated platforms that are poised to reshape the legal landscape further.

The Rise of AI-Powered Legal Platforms
AI-powered legal platforms represent the next frontier in legal services. These platforms leverage the power of artificial intelligence, machine learning, and natural language processing to provide legal services that are not only more efficient but also more accurate and tailored to the needs of the user.

AI-powered platforms offer many advantages, with one of them being their ability to rapidly process and analyze large amounts of data quickly. This capability allows them to provide users with precise legal advice and document generation in a fraction of the time it would take a human attorney. For example, AI-driven platforms can review and analyze contracts, identify potential legal risks, and even suggest revisions, all in real-time. This level of automation significantly reduces the time and cost associated with traditional legal services.

AI, Market Dynamics, and the Future of Legal Services with Harbor’s Zena Applebaum — from geeklawblog.com by Greg Lambert

Zena talks about the integration of generative AI (Gen AI) into legal research tools, particularly at Thomson Reuters, where she previously worked. She emphasizes the challenges in managing expectations around AI’s capabilities while ensuring that the products deliver on their promises. The legal industry has high expectations for AI to simplify the time-consuming and complex nature of legal research. However, Applebaum highlights the need for balance, as legal research remains inherently challenging, and overpromising on AI’s potential could lead to dissatisfaction among users.

Zena shares her outlook on the future of the legal industry, particularly the growing sophistication of in-house legal departments and the increasing competition for legal talent. She predicts that as AI continues to enhance efficiency and drive changes in the industry, the demand for skilled legal professionals will rise. Law firms will need to adapt to these shifts by embracing new technologies and rethinking their strategies to remain competitive in a rapidly evolving market.

Future of the Delivery of Legal Services — from americanbar.org
The legal profession is in the midst of unprecedented change. Learn what might be next for the industry and your bar.

What. Just. Happened? (Post-ILTACon Emails Week of 08-19-2024) — from geeklawblog.com by Greg Lambert

Here’s this week’s edition of What. Just. Happened? Remember, you can track these daily with the AI Lawyer Talking Tech podcast (Spotify or Apple) which covers legal tech news and summarizes stories.

From DSC:
And although this next one is not necessarily legaltech-related, I wanted to include it here anyway — as I’m always looking to reduce the costs of obtaining a degree.

Improve the Diversity of the Profession By Addressing the Costs of Becoming a Lawyer — from lssse.indiana.edu by Joan Howarth

Not surprisingly, then, research shows that economic assets are a significant factor in bar passage. And LSSSE research shows us the connections between the excessive expense of becoming a lawyer and the persistent racial and ethnic disparities in bar passage rate.

The racial and ethnic bar passage disparities are extreme. For example, the national ABA statistics for first time passers in 2023-24 show White candidates passing at 83%, compared to Black candidates (57%) with Asians and Hispanics in the middle (75% and 69%, respectively).

These disturbing figures are very related to the expense of becoming a lawyer.

Finally, though, after decades of stability — or stagnation — in attorney licensing, change is here. And some of the changes, such as the new pathway to licensure in Oregon based on supervised practice instead of a traditional bar exam, or the Nevada Plan in which most of the requirements can be satisfied during law school, should significantly decrease the costs of licensure and add flexibility for candidates with responsibilities beyond studying for a bar exam. These reforms are long overdue.

Thomson Reuters acquires Safe Sign Technologies — from legaltechnology.com by Caroline Hill

Thomson Reuters today (21 August) announced it has acquired Safe Sign Technologies (SST), a UK-based startup that is developing legal-specific large language models (LLMs) and as of just eight months ago was operating in stealth mode.

“The top 100 Gen AI Consumer Apps 3rd ed” [Andreessen Horowitz] + several other items re: AI in general

On 08/26/2024, in Adobe, adult learning, art, Artificial Intelligence/Agents/LLMs/and Related, business, corporate / business world, corporate universities / corporate training, creativity, culture, graphics, lifelong learning, platforms, tools, training / L&D, United States, vendors, by Daniel Christian

Generative AI and the Time Management Revolution — from ai-mindset.ai by Conor Grennan

Here’s how we need to change our work lives:

RECLAIM: Use generative AI to speed up your daily tasks. Be ruthless. Anything that can be automated, should be.
PROTECT: This is the crucial step. That time you’ve saved? Protect it like it’s the last slice of pizza. Block it off in your calendar. Tell your team it’s sacred.
ELEVATE: Use this protected time for high-level thinking. Strategy. Innovation. The big, meaty problems you never have time for.
AMPLIFY: Here’s where it gets cool. Use generative AI to amp up your strategic thinking. Need to brainstorm solutions to a complex problem? Want to analyze market trends? Generative AI is your new thinking partner.

The top 100 Gen AI Consumer Apps — 3rd edition — from a16z.com by Andreessen Horowitz

But amid the relentless onslaught of product launches, investment announcements, and hyped-up features, it’s worth asking: Which of these gen AI apps are people actually using? Which behaviors and categories are gaining traction among consumers? And which AI apps are people returning to, versus dabbling and dropping?

Welcome to the third installment of the Top 100 Gen AI Consumer Apps.
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Gen AI’s next inflection point: From employee experimentation to organizational transformation — from mckinsey.com by Charlotte Relyea, Dana Maor, and Sandra Durth with Jan Bouly
As many employees adopt generative AI at work, companies struggle to follow suit. To capture value from current momentum, businesses must transform their processes, structures, and approach to talent.

To harness employees’ enthusiasm and stay ahead, companies need a holistic approach to transforming how the whole organization works with gen AI; the technology alone won’t create value.

Our research shows that early adopters prioritize talent and the human side of gen AI more than other companies (Exhibit 3). Our survey shows that nearly two-thirds of them have a clear view of their talent gaps and a strategy to close them, compared with just 25 percent of the experimenters. Early adopters focus heavily on upskilling and reskilling as a critical part of their talent strategies, as hiring alone isn’t enough to close gaps and outsourcing can hinder strategic-skills development. Finally, 40 percent of early-adopter respondents say their organizations provide extensive support to encourage employee adoption, versus 9 percent of experimenter respondents.

Adobe drops ‘Magic Fixup’: An AI breakthrough in the world of photo editing — from venturebeat.com by Michael Nuñez

Adobe researchers have revealed an AI model that promises to transform photo editing by harnessing the power of video data. Dubbed “Magic Fixup,” this new technology automates complex image adjustments while preserving artistic intent, potentially reshaping workflows across multiple industries.

Magic Fixup’s core innovation lies in its unique approach to training data. Unlike previous models that relied solely on static images, Adobe’s system learns from millions of video frame pairs. This novel method allows the AI to understand the nuanced ways objects and scenes change under varying conditions of light, perspective, and motion.

Top AI tools people actually use — from heatherbcooper.substack.com by Heather Cooper
How generative AI tools are changing the creative landscape

The shift toward creative tools
Creative tools made up 52% of the top generative AI apps on the list. This seems to reflect a growing consumer demand for accessible creativity through AI with tools for image, music, speech, video, and editing.

Creative categories include:

Image: Civitai, Leonardo, Midjourney, Yodayo, Ideogram, SeaArt
Music: Suno, Udio, VocalRemover
Speech: ElevenLabs, Speechify
Video: Luma AI, Viggle, Invideo AI, Vidnoz, ClipChamp
Editing: Cutout Pro, Veed, Photoroom, Pixlr, PicWish

Why it matters:
Creative apps are gaining traction because they empower digital artists and content creators with AI-driven tools that simplify and enhance the creative process, making professional-level work more accessible than ever.

7+ items regarding AI in our learning ecosystems

On 08/26/2024, in accessibility / UDL, adjunct faculty, Artificial Intelligence/Agents/LLMs/and Related, Bias | Diversity Equity & Inclusion (DE&I), business, career development, change, colleges, community colleges, content development, aggregation, repositories, corporate / business world, corporate universities / corporate training, digital audio, digital storytelling, digital video, education technology, emerging technologies, experimentation, faculty/staff, graphics, higher education, human-computer interaction (HCI), ideas, innovation, instructional design, intelligent systems, IT in HE, K-12 related, law schools, learning ecosystem, Learning Experience Design, multimedia, music, neurodivergent/special needs, pace of change, productivity / tips and tricks, skills, student-related, teaching & learning, training / L&D, United States, universities, workplace, by Daniel Christian

What Students Want: Key Results from DEC Global AI Student Survey 2024 — from digitaleducationcouncil.com by Digital Education Council

86% of students globally are regularly using AI in their studies, with 54% of them using AI on a weekly basis, the recent Digital Education Council Global AI Student Survey found.
ChatGPT was found to be the most widely used AI tool, with 66% of students using it, and over 2 in 3 students reported using AI for information searching.
Despite their high rates of AI usage, 1 in 2 students do not feel AI ready. 58% reported that they do not feel that they had sufficient AI knowledge and skills, and 48% do not feel adequately prepared for an AI-enabled workplace.

Chatting with WEF about ChatGPT in the classroom — from futureofbeinghuman.com by Andrew Maynard
A short video on generative AI in education from the World Economic Forum

The Post-AI Instructional Designer — from drphilippahardman.substack.com by Dr. Philippa Hardman
How the ID role is changing, and what this means for your key skills, roles & responsibilities

Specifically, the study revealed that teachers who reported most productivity gains were those who used AI not just for creating outputs (like quizzes or worksheets) but also for seeking input on their ideas, decisions and strategies.

Those who engaged with AI as a thought partner throughout their workflow, using it to generate ideas, define problems, refine approaches, develop strategies and gain confidence in their decisions gained significantly more from their collaboration with AI than those who only delegated functional tasks to AI.

Leveraging Generative AI for Inclusive Excellence in Higher Education — from er.educause.edu by Lorna Gonzalez, Kristi O’Neil-Gonzalez, Megan Eberhardt-Alstot, Michael McGarry and Georgia Van Tyne
Drawing from three lenses of inclusion, this article considers how to leverage generative AI as part of a constellation of mission-centered inclusive practices in higher education.

The hype and hesitation about generative artificial intelligence (AI) diffusion have led some colleges and universities to take a wait-and-see approach.Footnote1 However, AI integration does not need to be an either/or proposition where its use is either embraced or restricted or its adoption aimed at replacing or outright rejecting existing institutional functions and practices. Educators, educational leaders, and others considering academic applications for emerging technologies should consider ways in which generative AI can complement or augment mission-focused practices, such as those aimed at accessibility, diversity, equity, and inclusion. Drawing from three lenses of inclusion—accessibility, identity, and epistemology—this article offers practical suggestions and considerations that educators can deploy now. It also presents an imperative for higher education leaders to partner toward an infrastructure that enables inclusive practices in light of AI diffusion.

An example way to leverage AI:

How to Leverage AI for Identity Inclusion
Educators can use the following strategies to intentionally design instructional content with identity inclusion in mind.

Provide a GPT or AI assistant with upcoming lesson content (e.g., lecture materials or assignment instructions) and ask it to provide feedback (e.g., troublesome vocabulary, difficult concepts, or complementary activities) from certain perspectives. Begin with a single perspective (e.g., first-time, first-year student), but layer in more to build complexity as you interact with the GPT output.

Gen AI’s next inflection point: From employee experimentation to organizational transformation — from mckinsey.com by Charlotte Relyea, Dana Maor, and Sandra Durth with Jan Bouly
As many employees adopt generative AI at work, companies struggle to follow suit. To capture value from current momentum, businesses must transform their processes, structures, and approach to talent.

To harness employees’ enthusiasm and stay ahead, companies need a holistic approach to transforming how the whole organization works with gen AI; the technology alone won’t create value.

Our research shows that early adopters prioritize talent and the human side of gen AI more than other companies (Exhibit 3). Our survey shows that nearly two-thirds of them have a clear view of their talent gaps and a strategy to close them, compared with just 25 percent of the experimenters. Early adopters focus heavily on upskilling and reskilling as a critical part of their talent strategies, as hiring alone isn’t enough to close gaps and outsourcing can hinder strategic-skills development. Finally, 40 percent of early-adopter respondents say their organizations provide extensive support to encourage employee adoption, versus 9 percent of experimenter respondents.

7 Ways to Use AI Music in Your Classroom — from classtechtips.com by Monica Burns

Change blindness — from oneusefulthing.org by Ethan Mollick
21 months later

I don’t think anyone is completely certain about where AI is going, but we do know that things have changed very quickly, as the examples in this post have hopefully demonstrated. If this rate of change continues, the world will look very different in another 21 months. The only way to know is to live through it.

My AI Breakthrough — from mgblog.org by Miguel Guhlin

Over the subsequent weeks, I’ve made other adjustments, but that first one was the one I asked myself:

What are you doing?
Why are you doing it that way?
How could you change that workflow with AI?
Applying the AI to the workflow, then asking, “Is this what I was aiming for? How can I improve the prompt to get closer?”
Documenting what worked (or didn’t). Re-doing the work with AI to see what happened, and asking again, “Did this work?”

So, something that took me WEEKS of hard work, and in some cases I found impossible, was made easy. Like, instead of weeks, it takes 10 minutes. The hard part? Building the prompt to do what I want, fine-tuning it to get the result. But that doesn’t take as long now.

“Best Legal Tech 2024” [Theorem] + “Essential Types of Legal Cases Every Business Owner Should Know” [lawfuel.com]

On 08/25/2024, in law schools, Legal operations, legal reform, legal technologies, legislatures / government / legal, vendors, by Daniel Christian

Best Legal Tech 2024 — from ecosystem.theoremlegal.com

Nothing but the best enterprise legaltech.
Find the best software for anything and everything you want to accomplish, as decided by software buyers on the world’s largest and most trusted legal tech marketplace.

Theorem is proud to share our 2024 LEGAL TAM & Best LegalTech Awards List
Each day, new and returning users visit Theorem to leverage our growing community of trusted users, contributors and reviewers, to feel empowered to make intelligent software buying decisions for their business.

Best Software awards are earned by companies across the globe that provide best-in-class products and experience for their customers, as determined by verified users from our network of leading legal organizations.

Essential Types of Legal Cases Every Business Owner Should Know — from lawfuel.com

Running a business requires more than just a sharp mind for strategy and a keen eye for market trends. Legal awareness is crucial for safeguarding your business against potential liabilities. In this article, we will explore the key legal cases every business owner should know, with a particular focus on premises liability and product liability cases.

Easing back-to-school fears for neurodivergent students [Gilreath]

On 08/25/2024, in Bias | Diversity Equity & Inclusion (DE&I), biology, instructional design, K-12 related, learning, learning ecosystem, Learning Experience Design, neurodivergent/special needs, parents/guardians, pedagogy, psychology, student-related, teachers, United States, by Daniel Christian

Easing back-to-school fears for neurodivergent students — from mailchi.mp/hechingerreport.org by Ariel Gilreath

The start of the school year can be stressful, but parents of neurodivergent children are more likely to report feeling overwhelmed, unprepared and scared than other parents, according to a new survey shared with The Hechinger Report.

About 2,100 parents answered the survey this summer from Understood.org, a nonprofit that publishes resources for people with dyslexia, attention deficit disorder and other learning differences. Those with neurodivergent children say they were stressed about their child’s social life, whether the school would meet their child’s needs and whether their child would have access to adequate resources to succeed in school. About 82 percent of those parents said neurodivergent students are often misunderstood by their peers, and 76 percent said they are often misunderstood by teachers.

Some nice creativity in architecture, photography, & sculpture

On 08/25/2024, in architecture, art, creativity, design, India, by Daniel Christian

In India, an Undulating Biophilic Farmhouse Wraps Around a Small Mango Grove — from thisiscolossal.com by Grace Ebert

Dive Into Marine Drama Around the World with This Year’s Ocean Photographer of the Year Finalists — from thisiscolossal.com by Kate Mothes & others

MODA ramps rooftop garden along Calgary multifamily housing — from dezeen.com by Kate Mazade

Beth Cavener Molds Thousands of Pounds of Clay into Provocative Animals that Grapple with Trust — — from thisiscolossal.com by Kate Mothes & Beth Cavener

Here’s why it’s so hard to change a culture [Satell] — Pay attention higher ed! [DSC]

On 08/25/2024, in business, business side of he, colleges, community colleges, corporate / business world, culture, higher education, organizational change, United States, universities, workplace, by Daniel Christian

Here’s why it’s so hard to change a culture — from digitaltonto.com by Greg Satell

Excerpt (emphasis DSC):

Lou Gerstner, writing about his legendary turnaround at IBM, said, “Culture isn’t just one aspect of the game, it is the game. In the end, an organization is nothing more than the collective capacity of its people to create value… What does the culture reward and punish – individual achievement or team play, risk taking or consensus building?”

Most business gurus would readily agree with that, but if you’d ask them what culture actually is they would be hard pressed to give a coherent answer. Anthropologists, on the other hand, are much more rigorous in their approach and most would agree that three essential elements of a culture are norms, rituals and behaviors.

In a positive organizational culture, norms and rituals support behaviors that honor the mission of the enterprise. Negative cultures undermine that mission. A common problem with many transformation initiatives is that they focus on designing incentives to alter behaviors. Unfortunately, unless you can shift norms and rituals, nothing is likely to change.

A New Problem With Four-Year Degrees: The Surge in College Closures — from wsj.com by Milla Surjadi; article behind a paywall
Universities have buckled under the strain of tuition losses as the number of college-bound students continues to decline

Over 500 private, nonprofit four-year institutions have closed in the last 10 years, according to the State Higher Education Executive Officers Association. That is three times what it was in the decade prior. Rachel Burns, a senior policy analyst at SHEEO, estimates at least 1.25 million students were affected by these closures. (Many more for-profit institutions have closed in this period as well.)

68% of seniors say college has significantly boosted their ability to land well-paying jobs, poll finds — from highereddive.com by Natalie Schwartz
Although the survey suggests students believe higher education has improved their career prospects, they’re still worried about job market competition.

Dive Brief:

Around two-thirds of incoming college seniors said college has significantly contributed to their ability to land a well–paying job, according to a new survey from job platform Handshake.
A slightly higher share, 72%, said higher education has appreciably improved their ability to secure a meaningful job. And 85% of surveyed seniors said college significantly helped them understand their own career goals.
College seniors also indicated that higher education has helped them beyond their career development. According to the survey, 88% said college significantly contributed to their personal growth.

Exploring the Landscape of College Instruction — from sr.ithaka.org by Sage Love and Melissa Blankstein
Highlights from the 2024 US Instructor Survey

We are excited to announce the publication of the 2024 US Instructor Survey. This survey, adapted from our longstanding US Faculty Survey, provides a detailed snapshot of over 5,200 faculty members from different disciplines, institution types, ages, and titles across the US at four-year institutions. This new report offers a comprehensive overview of how college instructors across the country are navigating and shaping the current educational landscape.

Overall, we heard that instructors are increasingly adopting innovative, technology-driven teaching methods, while recognizing the critical role libraries play in supporting student success. The growing use of open educational resources (OERs) reflects a commitment to affordable education, though fewer instructors create their own. Additionally, strong institutional support remains essential for effective teaching, particularly IT and with pedagogical practices. Below we share several key findings:

Will 25 Percent Of Colleges Consolidate? An Update On A Prediction — from forbes.com by Michael Horn

But starting with the 2013-14 academic year, a whopping 726 degree-granting institutions closed through the 2022-23 school year, according to the National Center for Education Statistics. That means in just nine years, 15 percent of the-then 4,724 degree-granting colleges or universities closed.
…
Ultimately, after all, the prediction is a result of business model failure, in which rising expenses outpace revenue, as the students cease to enroll or have the capacity to pay enough.

But non-profit institutions are in their own world of hurt as well. According to Higher Ed Dive, 18 have announced their closure this year so far. But 141 closed between 2013-14 and 2022-23—or roughly 8.4 percent.

Survey: Over Half of Rising Seniors Feel Pessimistic About Starting Their Careers — from insidehighered.com by Ahsley Mowreader
New data from Handshake finds 57 percent of the Class of 2025 have low expectations for their future after graduation, largely tied to a competitive job market, student loan debt and current political climate.

Entering senior year can be a stressful time for college students as they prepare for their next step after graduation. Inside Higher Ed’s 2024 Student Voice survey found 68 percent of fourth-year students (n=703) are at least somewhat stressed when they think about their life postgraduation, with 25 percent feeling “extremely stressed.”

This year’s graduating class is feeling less hopeful than their peers before them, with almost three in five students sharing that they feel pessimistic about their immediate future, according to new data from Handshake.

The results highlight a challenging job market for new graduates, the role of affordability in higher education and how institutions are supporting students as they launch into careers.

Learning Ecosystems

“Best Legal Tech 2024” [Theorem] + “Essential Types of Legal Cases Every Business Owner Should Know” [lawfuel.com]

Some nice creativity in architecture, photography, & sculpture

Here’s why it’s so hard to change a culture [Satell] — Pay attention higher ed! [DSC]

Greetings!

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