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How Easy Is It/Will It Be to Use AI to Design a Course? [Boston]

On 04/12/2023, in 21st century, 24x7x365 access, Artificial Intelligence/Agents/LLMs/and Related, CMS/LMS, colleges, communities of practice, community colleges, content development, aggregation, repositories, corporate universities / corporate training, digital learning, elearning, emerging technologies, experimentation, future, game-changing environment, higher education, ideas, innovation, instructional design, interaction design, interactivity, IT in HE, law schools, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, microlearning, multimedia, productivity / tips and tricks, professional development, teaching & learning, tools, traditional / tradition, United States, universities, vendors, by Daniel Christian

How Easy Is It/Will It Be to Use AI to Design a Course? — from wallyboston.com by Wally Boston

Excerpt:

Last week I received a text message from a friend to check out a March 29th Campus Technology article about French AI startup, Nolej. Nolej (pronounced “Knowledge”) has developed an OpenAI-based instructional content generator for educators called NolejAI.

Access to NolejAI is through a browser. Users can upload video, audio, text documents, or a website url. NolejAI will generate an interactive micro-learning package which is a standalone digital lesson including content transcript, summaries, a glossary of terms, flashcards, and quizzes. All the lesson materials generated is based upon the uploaded materials.

From DSC:
I wonder if this will turn out to be the case:

I am sure it’s only a matter of time before NolejAI or another product becomes capable of generating a standard three credit hour college course. Whether that is six months or two years, it’s likely sooner than we think.

Also relevant/see:

The Ultimate 100 AI Tools

The Ultimate 100 AI Tools -- as of 4-12-23

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Our World Shaken, Not Stirred: Synthetic entertainment, hybrid social experiences, syncing ourselves with apps, and more. [Belsky]

On 04/12/2023, in 21st century, 24x7x365 access, A/V -- audio/visual, Artificial Intelligence/Agents/LLMs/and Related, career development, change, changing business models, cloud-based computing / apps / other cloud-related, communications, communities of practice, content development, aggregation, repositories, copyright/ownership/NFTs, corporate / business world, corporate universities / corporate training, creativity, digital audio, digital storytelling, digital video, disruption, drama/theater, education technology, educational games / serious games, emerging technologies, Emotion, engagement / engaging students, entrepreneurship, experimentation, future, higher education, human-computer interaction (HCI), ideas, innovation, instructional design, intelligent systems, intelligent tutoring, K-12 related, learning ecosystem, Learning Experience Design, legislatures / government / legal, liberal arts, media/film, multimedia, new business models, online media, platforms, presentations, productivity / tips and tricks, skills, story, storytelling, teaching & learning, tools, training / L&D, United States, universities, vision/possibilities, webinars, by Daniel Christian

From DSC:
Before we get to Scott Belsky’s article, here’s an interesting/related item from Tobi Lutke:

Our World Shaken, Not Stirred: Synthetic entertainment, hybrid social experiences, syncing ourselves with apps, and more. — from implications.com by Scott Belsky
Things will get weird. And exciting.

Excerpts:

Recent advances in technology will stir shake the pot of culture and our day-to-day experiences. Examples? A new era of synthetic entertainment will emerge, online social dynamics will become “hybrid experiences” where AI personas are equal players, and we will sync ourselves with applications as opposed to using applications.

A new era of synthetic entertainment will emerge as the world’s video archives – as well as actors’ bodies and voices – will be used to train models. Expect sequels made without actor participation, a new era of ai-outfitted creative economy participants, a deluge of imaginative media that would have been cost prohibitive, and copyright wars and legislation.

Unauthorized sequels, spin-offs, some amazing stuff, and a legal dumpster fire: Now lets shift beyond Hollywood to the fast-growing long tail of prosumer-made entertainment. This is where entirely new genres of entertainment will emerge including the unauthorized sequels and spinoffs that I expect we will start seeing.

Also relevant/see:

Digital storytelling with generative AI: notes on the appearance of #AICinema — from bryanalexander.org by Bryan Alexander

Excerpt:

This is how I viewed a fascinating article about the so-called #AICinema movement.  Benj Edwards describes this nascent current and interviews one of its practitioners, Julie Wieland.  It’s a great example of people creating small stories using tech – in this case, generative AI, specifically the image creator Midjourney.

Bryan links to:

Artists astound with AI-generated film stills from a parallel universe — from arstechnica.com by Benj Edwards
A Q&A with “synthographer” Julie Wieland on the #aicinema movement.

An AI-generated image from an #aicinema still series called Vinyl Vengeance by Julie Wieland, created using Midjourney.

From DSC:
How will text-to-video impact the Learning and Development world? Teaching and learning? Those people communicating within communities of practice? Those creating presentations and/or offering webinars?

Hmmm…should be interesting!

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Interesting thoughts in “The Future of Teaching is Here” by Sam Chaltain

On 04/11/2023, in 21st century, 24x7x365 access, adjunct faculty, Artificial Intelligence/Agents/LLMs/and Related, colleges, community colleges, digital learning, education, education reform, education technology, emerging technologies, experimentation, faculty/staff, future, future of higher education, higher education, human-computer interaction (HCI), innovation, intelligent systems, intelligent tutoring, learning, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, online tutoring, teachers, teaching & learning, tools, United States, universities, vision/possibilities, by Daniel Christian

The Future of Teaching is Here — from samchaltain.substack.com by Sam Chaltain

Excerpts (emphasis DSC):

It’s not sexy, but I feel like Sal Khan’s recent video introducing his Academy’s GPT-fueled AI tutor augurs the future of the teaching profession — and not just at Khan Academy.
…
The tutor is already fully capable of offering personalized feedback, hints and suggestions for just about any topic for which there are already clearly established answers — from solving math equations with parentheses to digesting John Locke’s political philosophy.
…
But now we’ve entered a new chapter — dare I say, a Technological Singularity (20 years early) — one in which Chat-GPT in particular, and the daily flood of AI tools more generally, has changed the nature of the teacher/student relationship even more irrevocably than before.

As a result, from this day forward, the job of a teacher REALLY needs to stop being about transmission.

So what should it start being instead?
…
In which case, the future of teaching is not about transmission, but it is about the other trans- words: transmedia exploration, transdisciplinary weaving, transcultural understanding, and, yes, personal and societal transformation.

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Who Will Be the Academic Prompt Engineering Experts? [Boston]

On 04/11/2023, in 24x7x365 access, Artificial Intelligence/Agents/LLMs/and Related, business, colleges, community colleges, content development, aggregation, repositories, corporate / business world, emerging technologies, experimentation, faculty/staff, MBA, platforms, productivity / tips and tricks, United States, universities, workplace, by Daniel Christian

Who Will Be the Academic Prompt Engineering Experts? — from wallyboston.com by Wally Boston

Excerpts:

As I mentioned in a post a month ago, prompt engineering is the term of art for prompting a generative AI tool like ChatGPT-4 to produce an answer to a question, analysis of a problem, or an essay about a particular topic.
…
It’s ironic that the “experts” providing prompt engineering courses are not academics. I happen to believe that there are academics mastering prompt engineering as I write this.
…
Last week, I wrote about generative AI tools that could be used to decrease the instructional design time required to build a college course. I also wrote an article about Villanova University professor Noah Barsky’s opinion piece suggesting that all MBA curriculums should be rewritten to teach their students how to utilize AI tools in their professions. Business schools with outdated curriculums will not prepare their graduates for businesses expecting them to be able to master state of the art AI tools.

Also relevant/see:

From DSC:
Read that again…

“In June, when students are finishing up their classes, they may be punished by their instructors for using AI as a writing tool. But in July, when they’re out on the job market, they can be punished by their employers or potential employers for not knowing how to use AI as a writing tool.”

 

Also relevant/see:

11 Tips to Take Your ChatGPT Prompts to the Next Level — from wired.com by David Nield
Sure, anyone can use OpenAI’s chatbot. But with smart engineering, you can get way more interesting results.

Excerpts:

You don’t have to do all the typing yourself when it comes to ChatGPT. Copy and paste is your friend, and there’s no problem with pasting in text from other sources.
…
Another way to improve the responses you get from ChatGPT is to give it some data to work with before you ask your question.
…
Your answers can be seriously improved if you give ChatGPT some ingredients to work with before asking for a response.

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Stanford’s 2023 AI Index Report

On 04/11/2023, in 21st century, 24x7x365 access, Artificial Intelligence/Agents/LLMs/and Related, Asia, business, colleges, community colleges, computer science, corporate / business world, emerging technologies, ethics, experimentation, future, game-changing environment, global / globalization, higher education, law schools, legislatures / government / legal, morals/values, platforms, policy, productivity / tips and tricks, professional development, research, science, skills, society, the downsides of how people use tech, United States, universities, by Daniel Christian

Stanford’s 2023 AI Index Report — from aiindex.stanford.edu

The top takeaways from Stanford's 2023 AI Index Report 

 

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Tools like ChatGPT will revolutionize the work of lawyers. [Schwarcz]

On 04/03/2023, in 21st century, 24x7x365 access, career development, change, changing business models, emerging technologies, innovation, law schools, Legal operations, legal technologies, legislatures / government / legal, workplace, by Daniel Christian

Also relevant/see:

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OpenAI CEO on GPT-4, ChatGPT, & the Future of AI [Fridman] + other items re: AI

On 04/03/2023, in 21st century, 24x7x365 access, Artificial Intelligence/Agents/LLMs/and Related, emerging technologies, experimentation, future, game-changing environment, global / globalization, ideas, innovation, instructional design, intelligent systems, intelligent tutoring, leadership, learning ecosystem, Learning Experience Design, legislatures / government / legal, Microsoft, Natural Language Processing (NLP), personalized/customized learning, platforms, society, the downsides of how people use tech, trends, United States, vendors, vision/possibilities, by Daniel Christian

Also relevant/see:

Learning Designers will have to adapt or die. 10 ways to UPSKILL to AI…. — from donaldclarkplanb.blogspot.com by Donald Clark

Learning Designers need to upskill

From Ethan Mollick on LinkedIn:

Take a look at this simulated negotiation, with grading and feedback. Prompt: “I want to do deliberate practice about how to conduct negotiations. You will be my negotiation teacher. You will simulate a detailed scenario in which I have to engage in a negotiation. You will fill the role of one party, I will fill the role of the other. You will ask for my response to in each step of the scenario and wait until you receive it. After getting my response, you will give me details of what the other party does and says. You will grade my response and give me detailed feedback about what to do better using the science of negotiation. You will give me a harder scenario if I do well, and an easier one if I fail.”

Samples from Bing Creative mode and ChatGPT-4 (3.5, the free version, does not work as well)

I’m having a blast with ChatGPT – it’s testing ME! — from by Mark Mrohs
Using ChatGPT as an agent for asynchronous active learning

I have been experimenting with possible ways to incorporate interactions with ChatGPT into instruction. And I’m blown away. I want to show you some of what I’ve come up with.

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How to use AI to do practical stuff: A new guide [Mollick]

On 03/31/2023, in 21st century, 24x7x365 access, Artificial Intelligence/Agents/LLMs/and Related, creativity, digital learning, experimentation, Google, ideas, innovation, Microsoft, productivity / tips and tricks, vision/possibilities, by Daniel Christian

How to use AI to do practical stuff: A new guide — from oneusefulthing.substack.com by Ethan Mollick
People often ask me how to use AI. Here’s an overview with lots of links.

Excerpts:

We live in an era of practical AI, but many people haven’t yet experienced it, or, if they have, they might have wondered what the big deal is. Thus, this guide. It is a modified version of one I put out for my students earlier in the year, but a lot has changed. It is an overview of ways to get AI to do practical things.
…
I want to try to show you some of why AI is powerful, in ways both exciting and anxiety-producing.

The Six Large Language Models

Also see Ethan’s posting:

Power and Weirdness: How to Use Bing AI
Bing AI is a huge leap over ChatGPT, but you have to learn its quirks

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Is AI like fire? [Christian]

On 03/31/2023, in 21st century, 24x7x365 access, Artificial Intelligence/Agents/LLMs/and Related, Daniel S. Christian, emerging technologies, entrepreneurship, experimentation, future, the downsides of how people use tech, tools, by Daniel Christian

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After seeing this, I wondered: Could GPT-4 extract and post individual parts for a musical score? [Christian]

On 03/31/2023, in 21st century, 24x7x365 access, A/V -- audio/visual, Artificial Intelligence/Agents/LLMs/and Related, Daniel S. Christian, digital audio, ideas, music, platforms, productivity / tips and tricks, programming, tools, United States, visualizing information, by Daniel Christian

From DSC:
After seeing this…

…I wondered:

  • Could GPT-4 create the “Choir Practice” app mentioned below?
    (Choir Practice was an idea for an app for people who want to rehearse their parts at home)
  • Could GPT-4 be used to extract audio/parts from a musical score and post the parts separately for people to download/practice their individual parts?

This line of thought reminded me of this posting that I did back on 10/27/2010 entitled, “For those institutions (or individuals) who might want to make a few million.”

Choir Practice -- an app for people who want to rehearse at home

And I want to say that when I went back to look at this posting, I was a bit ashamed of myself. I’d like to apologize for the times when I’ve been too excited about something and exaggerated/hyped an idea up on this Learning Ecosystems blog. For example, I used the words millions of dollars in the title…and that probably wouldn’t be the case these days. (But with inflation being what it is, heh…who knows!? Maybe I shouldn’t be too hard on myself.) I just had choirs in mind when I posted the idea…and there aren’t as many choirs around these days.  🙂

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GPT-4 is already disrupting the legal sector but what does it mean for your legal practice? [Sobowale]

On 03/28/2023, in 21st century, 24x7x365 access, Artificial Intelligence/Agents/LLMs/and Related, Canada, change, content development, aggregation, repositories, copyright/ownership/NFTs, disruption, emerging technologies, experimentation, innovation, law schools, Legal operations, legal technologies, legislatures / government / legal, by Daniel Christian

Also from Julie Sobowale, see:

  • Law’s AI revolution is here — from nationalmagazine.ca
    At least this much we know. Firms need to develop a strategy around language models.

Also re: legaltech, see:

  • Pioneers and Pathfinders: Richard Susskind — from seyfarth.com by J. Stephen Poor
    In our conversation, Richard discusses the ways we should all be thinking about legal innovation, the challenges of training lawyers for the future, and the qualifications of those likely to develop breakthrough technologies in law, as well as his own journey and how he became interested in AI as an undergraduate student.

Also re: legaltech, see:

There is an elephant in the room that is rarely discussed. Who owns the IP of AI-generated content?

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ChatGPT and AI Applications for In-house Lawyers [Jefferson]

On 03/27/2023, in 21st century, 24x7x365 access, Artificial Intelligence/Agents/LLMs/and Related, emerging technologies, law schools, Legal operations, legal reform, legal technologies, legislatures / government / legal, by Daniel Christian

ChatGPT and AI Applications for In-house Lawyers — from docket.acc.com by Spiwe L. Jefferson

Excerpt:

The explosive emergence of ChatGPT as a consumer tool has catapulted Artificial Intelligence (AI) and its subfield, natural language processing (NLP), to the technology stage. As AI and NLP continue to evolve, the use of AI-powered tools, such as the Generative Pre-trained Transformer (GPT), in the legal industry has become increasingly prevalent. Many lawyers are experimenting with AI and grappling with its applications to streamline practices and improve efficiency.

While GPT and other AI-powered tools can potentially revolutionize aspects of the legal profession, it is important to consider the current limitations and potential pitfalls in implementing these technologies.

017 | Post-Event Learnings w/ AI Prompts |Brainyacts #17 — from thebrainyacts.beehiiv.com

Excerpt:

Earlier this week some of you were at Legalweek in New York. Others of you joined Terri Mottershead and the Centre for Legal Innovation to talk about what consultants think about ChatGPT/Generative AI.

Far too many of us attend these events and never take the time to invest in ourselves and our organizations by capturing our learnings and insights.

In fact, I will go a step further.

If your organization paid for you to go, there is an obligation to transfer your personal experience into one that benefits the organization. Sort of a return on investment for the $ and time away from the office.

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“This week alone, more than 200 new AI tools were released.” + 8 other AI-related items

On 03/27/2023, in 21st century, 24x7x365 access, Artificial Intelligence/Agents/LLMs/and Related, business, change, cloud-based computing / apps / other cloud-related, computer science, content development, aggregation, repositories, corporate / business world, design, digital audio, digital video, emerging technologies, entrepreneurship, ethics, experimentation, global / globalization, graphics, innovation, morals/values, platforms, policy, political science, society, sociology, the downsides of how people use tech, tools, trends, United States, vendors, vision/possibilities, by Daniel Christian

Also relevant/see:

We have moved from Human Teachers and Human Learners, as a diad to AI Teachers and AI Learners as a tetrad.

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Bruff: “Did you know that the entire collection of teaching guides written by the Vanderbilt Center for Teaching has been shared?”

On 03/27/2023, in 24x7x365 access, accessibility / UDL, active learning, adjunct faculty, colleges, community colleges, education technology, engagement / engaging students, experimentation, faculty/staff, higher education, ideas, innovation, instructional design, law schools, learning, learning ecosystem, Learning Experience Design, learning theories, pedagogy, productivity / tips and tricks, professional development, teaching & learning, United States, universities, by Daniel Christian

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Duolingo is working on a music app [Mascarenhas]

On 03/27/2023, in 24x7x365 access, languages and translation, music, United States, vendors, by Daniel Christian

Duolingo is working on a music app — from techcrunch.com by Natasha Mascarenhas

Excerpt:

Duolingo, a language learning app with over 500 million users, is working on a music app, TechCrunch has learned.

The Pittsburgh-based tech company currently has a small team working on a music product and is hiring a learning scientist who is an “expert in music education who combines both theoretical knowledge of relevant learning science research and hands-on teaching experience,” according to a job posting listed on Duolingo’s career page.

In October 2022, the company announced Duolingo Math in its first subject expansion beyond its original roots of language learning and literacy. The math app is free and similar to language learning; both require methodical thinking and the ability to apply functions to get to answers.

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