intelligent systems

“The perils of consulting an Electric Monk” [Furlong] + other legaltech related items

On 06/02/2023, in Artificial Intelligence/Agents/LLMs/and Related, bots, intelligent systems, law schools, Legal operations, legal technologies, legislatures / government / legal, by Daniel Christian

The perils of consulting an Electric Monk — from jordanfurlong.substack.com by Jordan Furlong
Don’t blame ChatGPT for the infamous incident of the made-up cases. And don’t be too hard on the lawyer, either. We’re all susceptible to a machine that tells us exactly what we want to hear.

Excerpt:

But then the “ChatGPT Lawyer” story happened, and all hell broke loose on LawTwitter and LawLinkedIn, and I felt I needed to make three points, one of which involves an extra-terrestrial robot.

My first two points are pretty straightforward:

The tsunami of gleeful overreaction from lawyers on social media, urging bans on the use of ChatGPT and predicting prison time for the hapless practitioner, speaks not only to their fear and loathing of generative AI, but also to their desperate hope that it’s all really nothing but hype and won’t disturb their happy status quo. Good luck with that.
The condemnation and mockery of the lawyer himself, who made a bad mistake but who’s been buried by an utterly disproportionate avalanche of derision, speaks to the lack of compassion in this profession, whose members should pray that their worst day as a lawyer never makes it to the front page of The New York Times. There but for the grace of God.

Are you looking for evidence to support the side that’s hired you? Or are you looking for the truth? Choosing the first option has never been easier. It’s also never been more dangerous.

As referenced topic-wise by Jordan above, also see:

A lawyer used ChatGPT to prepare a court filing. It went horribly awry. — from cbsnews.com by Megan Cerullo

What I learned at CLOC 2023 — from alexofftherecord.com by Alex Su
This week I attended the premier legal operations conference. Here’s what I heard.

Excerpt:

Theme 1: Generative AI isn’t going anywhere
This was a huge theme throughout the conference. Whether it was vendors announcing GPT integrations, or panels discussing how to use AI, there was just an enormous amount of attention on generative AI. I’m certainly no stranger to all this hype, but I’d always wondered if it was all from my Silicon Valley bubble. It wasn’t.

What was driving all this interest in AI? Well, the ubiquity of ChatGPT. Everyone’s talking about it and trying to figure out how to incorporate it into the business. And not just in the U.S. It’s a worldwide trend. Word on the street is that it’s a CEO-level priority. Everywhere. So naturally it trickles down to the legal department.

We need to talk about ChatGPT — from mnbar.org by Damien Riehl

Excerpt:

How well do LLMs perform on legal tasks?

Personal experience and anecdotal evidence indicate that LLMs’ current state provides impressive output in various legal tasks. Specifically, they provide extraordinary results on the following:

Drafting counterarguments.
Exploring client fact inquiries (e.g., “How did you lose money?”).
Ideating voir dire questions (and rating responses).
Summarizing statutes.
Calculating works’ copyright expiration.
Drafting privacy playbooks.
Drafting motions to dismiss.
Responding to cease-and-desist letters.
Crafting decision trees.
Creating chronologies.
Drafting contracts.
Extracting key elements from depositions.

Professors Plan Summer AI Upskilling, With or Without Support — from insidehighered.com by Susan D’Agostino
Academics seeking respite from the fire hose of AI information and hot takes launch summer workshops. But many of the grass-roots efforts fall short of meeting demand.

Excerpt:

In these summer faculty AI workshops, some plan to take their first tentative steps in redesigning assignments to recognize the AI-infused landscape. Others expect to evolve their in-progress teaching-with-AI practices. At some colleges, full-time staff will deliver the workshops or pay participants for professional development time. But some offerings are grassroots efforts delivered by faculty volunteers attended by participants on their own time. Even so, many worry that the efforts will fall short of meeting demand.

From DSC:
We aren’t used to this pace of change. It will take time for faculty members — as well as Instructional Designers, Instructional Technologists, Faculty Developers, Learning Experience Designers, Librarians, and others — to learn more about AI and its implications for teaching and learning. Faculty are learning. Staff are learning. Students are learning. Grace is needed. And faculty/staff modeling what it is to learn themselves is a good thing for students to see as well.

Also relevant/see:

It takes a village… Reflections on sustainable learning design — from The Educationalist (educationalist.substack.com) by Alexandra Mihai

Excerpts:

This can be done first and foremost through collaboration, bringing more people at the table, in a meaningful workflow, whereby they can make the best use of their expertise. Moreover, we need to take a step back and keep the big picture in mind, if we want to provide our students with a valuable experience.
…
This is all about creating and nurturing partnerships. Thinking in an inclusive way about who is at the table when we design our courses and our programmes and who we are currently missing. Generally speaking, the main actors involved should be: teaching staff, learning design professionals (under all their various names) and students. Yes, students. Although we are designing for their learning, they are all too often not part of the process.

In order to yield results, collaborative practice needs to be embedded in the institutional fabric, and this takes time. Building silos happens fast, breaking them is a long term process. Creating a culture of dialogue, with clear and replicable processes is key to making collaborative learning design work.

From DSC:
To me, Alexandra is addressing the topic of using teams to design, develop, and teach/offer courses. This is where a variety of skills and specialties can come together to produce an excellent learning experience. No one individual has all of the necessary skills — nor the necessary time. No way.

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Webinars from Tom Barrett regarding AI for Education — a free webinar series

Webinar 6 replay
- Miriam Scott – Head of Digital Education at Hillbrook Anglican School, Brisbane, Queensland, Australia.
- Laura Bain – Head of Emerging Technologies and Innovation, Matthew Flinders Anglican College, Sunshine Coast, Queensland, Australia.
- Nicole Dyson – Founder & CEO, Future Anything, Brisbane, Queensland, Australia.
Webinar 5 replay
- In the fifth free webinar on AI for Education, I am joined by Dean Pearman, Head of Education at Beaconhills College and Tom Oliphant, Head of Technology and Enterprise at St John’s Grammar School. We explore questions about creativity, design and the new skills that are emerging. Join us to invest in your AI Literacy. Expand your toolset, broaden your understanding, and challenge your thinking.
Webinar 4 replay
- You are watching the fourth free webinar, a dialogue about AI for education with Sophie Fenton, Steve Brophy and hosted by Tom Barrett Building Blocks – key AI concepts to learn. Practical frameworks for navigating the challenges of AI for education. Be part of a dialogue on provocations about AI and human centred education, truth and identity.
Webinar 3 replay – Claire Amos and Philly Wintle
Webinar 2 replay – Gemma Rainger and Dr Nick Jackson
Webinar 1 replay – Chantelle Love, Pip Cleaves and Steve Brophy

Using ChatGPT in Math Lesson Planning — from edutopia.org by Kristen Moore
Artificial intelligence tools are useful beyond language arts classes. Math teachers can use them to save time and create interesting lessons.

Democratic Inputs to AI — from openai.com
Our nonprofit organization, OpenAI, Inc., is launching a program to award ten $100,000 grants to fund experiments in setting up a democratic process for deciding what rules AI systems should follow, within the bounds defined by the law.

AI Canon — from a16z.com (Andreessen Horowitz) by Derrick Harris, Matt Bornstein, and Guido Appenzeller; via The Neuron newsletter

Excerpts:

Research in artificial intelligence is increasing at an exponential rate. It’s difficult for AI experts to keep up with everything new being published, and even harder for beginners to know where to start. So, in this post, we’re sharing a curated list of resources we’ve relied on to get smarter about modern AI. We call it the “AI Canon” because these papers, blog posts, courses, and guides have had an outsized impact on the field over the past several years.

Table of contents

A gentle introduction
Foundational learning
Tech deep dive
Practical guides to building with LLMs
Market analysis
Landmark research results

Generative AI hits Adobe Photoshop!

NVIDIA ACE for Games Sparks Life Into Virtual Characters With Generative AI

On 05/31/2023, in Artificial Intelligence/Agents/LLMs/and Related, content development, aggregation, repositories, creativity, Daniel S. Christian, education technology, emerging technologies, engagement / engaging students, experimentation, future, intelligent systems, intelligent tutoring, multimedia, NVIDIA, by Daniel Christian

NVIDIA ACE for Games is a new foundry for intelligent in-game characters powered by generative AI. Developers of middleware, tools, and games can use NVIDIA ACE for Games to build and deploy customized speech, conversation, and animation AI models in their software and games.

From DSC:
I can’t wait to see this type of thing integrated into educational games/simulations/training.

AI in Learning: The Impact of ChatGPT on L&D & Workflow Learning [Mosher & Clark]. Plus other items that show that the AI competition continues!

On 05/29/2023, in 21st century, Artificial Intelligence/Agents/LLMs/and Related, assistive technologies, Bias | Diversity Equity & Inclusion (DE&I), digital learning, digital video, education, education technology, educational games / serious games, emerging technologies, future, game-changing environment, health, higher education, homeschooling/homeschoolers, human-computer interaction (HCI), innovation, instructional design, intelligent systems, intelligent tutoring, IT in HE, K-12 related, learning, learning agents, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, learning spaces, Microsoft, NVIDIA, professional development, teachers, teaching & learning, teaching online, technologies for your home, tools, training / L&D, trends, UK, United States, vendors, vision/possibilities, webinars, by Daniel Christian

Last night, Jensen Huang of NVIDIA gave his very first live keynote in 4-years.

The most show-stopping moment from the event was when he showed off the real-time AI in video games. A human speaks, the NPC responds, in real time and the dialogue was generated with AI on the fly. pic.twitter.com/TDoUM1zSiy

— Matt Wolfe (@mreflow) May 29, 2023

From DSC:
And how long before that type of interactivity is embedded into learning-related applications/games?!

Nvidia ($960B) is now worth more than:

– Facebook ($665B)
– Tesla ($618B)
– Netflix ($168B)

This is a company that started 30 years ago at Denny’s and was for decades only a video game chip maker.

Here’s why Nvidia is surging: pic.twitter.com/km7pECk4Kw

— Peter Yang (@petergyang) May 27, 2023

AI in Learning: The Impact of ChatGPT on L&D & Workflow Learning — from linkedin.com; this event by Bob Mosher features his conversation with Donald Clark

The future is already here.

The 1% who understand it will run the world.

Here’s a list of 24 top resources to get up to speed (for free):

— Misha (@mishadavinci) May 28, 2023

Bill Gates says AI is poised to destroy search engines and Amazon — from futurism.com by Victor Tangermann
Who will win the AI [competition]? (DSC: I substituted the word competition here, as that’s what it is. It’s not a war, it’s a part of America’s way of doing business.)

“Whoever wins the personal agent, that’s the big thing, because you will never go to a search site again, you will never go to a productivity site, you’ll never go to Amazon again,” Gates said during a Goldman Sachs event on AI in San Francisco this week, as quoted by CNBC.

These AI assistants could “read the stuff you don’t have time to read,” he said, allowing users to get to information without having to use a search engine like Google.

EdX launches ChatGPT-powered plugin, learning assistant — from edscoop.com
The online learning firm edX introduced two new tools powered by ChatGPT, the “first of many innovations” in generative AI for the platform.

The online learning platform edX introduced two new tools on Friday based on OpenAI’s ChatGPT technology: an edX plugin for ChatGPT and a learning assistant embedded in the edX platform, called Xpert.

According to the company, its plugin will enable ChatGPT Plus subscribers to discover educational programs and explore learning content such as videos and quizzes across edX’s library of 4,200 courses.

Bing is now the default search for ChatGPT — from theverge.com by Tom Warren; via superhuman.beehiiv.com
The close partnership between Microsoft and OpenAI leads to plug-in interoperability and search defaults.

Excerpt:

OpenAI will start using Bing as the default search experience for ChatGPT. The new search functionality will be rolling out to ChatGPT Plus users today and will be enabled for all free ChatGPT users soon through a plug-in in ChatGPT.

How ChatGPT Could Help or Hurt Students With Disabilities — from chronicle.com by Beth McMurtrie

Excerpt:

Students with mobility challenges may find it easier to use generative AI tools — such as ChatGPT or Elicit — to help them conduct research if that means they can avoid a trip to the library.
Students who have trouble navigating conversations — such as those along the autism spectrum — could use these tools for “social scripting.” In that scenario, they might ask ChatGPT to give them three ways to start a conversation with classmates about a group project.
Students who have trouble organizing their thoughts might benefit from asking a generative AI tool to suggest an opening paragraph for an essay they’re working on — not to plagiarize, but to help them get over “the terror of the blank page,” says Karen Costa, a faculty-development facilitator who, among other things, focuses on teaching, learning, and living with ADHD. “AI can help build momentum.”
ChatGPT is good at productive repetition. That is a practice most teachers use anyway to reinforce learning. But AI can take that to the next level by allowing students who have trouble processing information to repeatedly generate examples, definitions, questions, and scenarios of concepts they are learning.

It’s not all on you to figure this out and have all the answers. Partner with your students and explore this together.

A new antibiotic, discovered with artificial intelligence, may defeat a dangerous superbug — from edition.cnn.com by Brenda Goodman

8 YouTube Channels to Learn AI — from techthatmatters.beehiiv.com by Harsh Makadia

The AI Advantage (link)
Jason West (link)
TheAIGRID (link)
Prompt Engineering (link)
Matt Wolfe (link)
Two-Minute Papers (link)
Brett Malinowski (link)
10X Income (link)

Artificial Intelligence and the Future of Teaching and Learning | Insights and Recommendations — with thanks to Robert Gibson on LinkedIn for this resource

What new grads can expect as they enter the working world — from mckinsey.com by Patrick Guggenberger, Dana Maor, Michael Park, and Patrick Simon

Excerpt:

May 21, 2023 It’s officially the season of caps, gowns, and stoles—and new grads are gearing up for entry into the world of work at a time when organizations are undergoing massive shifts. “The shifts include complex questions about how to organize for speed to shore up resilience, find the right balance between in-person and remote work models, address employees’ declining mental health, and build new institutional capabilities at a time of rapid technological change, among others,” write Patrick Guggenberger, Dana Maor, Michael Park, and Patrick Simon in a new report. These changes have significant implications for structures, processes, and people. How can new grads set themselves up for success in a quickly evolving environment? If you’re a soon-to-be new grad or know one, check out our newly refreshed special collection for insights and interviews on topics including productivity, hybrid work models, worker preferences, tech trends, and much more.

On a somewhat relevant posting (it has to do with career development as well), also see:

From Basic to Brand: How to Build and Use a Purposeful LinkedIn Profile — from er.educause.edu by Ryan MacTaggart and Laurie Burruss
Developing a professional brand helps higher education professionals establish meaningful work-related connections and build credibility in their area of expertise.

OpenAI: web browsing, plugins, ChatGPT for iOS + other AI-related updates

On 05/22/2023, in 21st century, 24x7x365 access, A/V -- audio/visual, Artificial Intelligence/Agents/LLMs/and Related, intelligent systems, internet, Natural Language Processing (NLP), open courseware and systems, platforms, technologies for your home, the downsides of how people use tech, tools, United States, vendors, voice recognition / voice enabled interfaces, by Daniel Christian

We’re rolling out web browsing and Plugins to all ChatGPT Plus users over the next week! Moving from alpha to beta, they allow ChatGPT to access the internet and to use 70+ third-party plugins. https://t.co/t4syFUj0fL pic.twitter.com/Mw9FMpKq91

— OpenAI (@OpenAI) May 12, 2023

A super-edit video summarizing the full conversation in 27 minutespic.twitter.com/ufzs1oAkSM

1/10

— TuringPost (@TheTuringPost) May 17, 2023

Introducing the ChatGPT app for iOS — from openai.com
The ChatGPT app syncs your conversations, supports voice input, and brings our latest model improvements to your fingertips.

Excerpt:

Since the release of ChatGPT, we’ve heard from users that they love using ChatGPT on the go. Today, we’re launching the ChatGPT app for iOS.

The ChatGPT app is free to use and syncs your history across devices. It also integrates Whisper, our open-source speech-recognition system, enabling voice input. ChatGPT Plus subscribers get exclusive access to GPT-4’s capabilities, early access to features and faster response times, all on iOS.

Spotlight: AI Myths and MisconceptionsYour Undivided Attention — from your-undivided-attention.simplecast.com

A few episodes back, we presented Tristan Harris and Aza Raskin’s talk The AI Dilemma. People inside the companies that are building generative artificial intelligence came to us with their concerns about the rapid pace of deployment and the problems that are emerging as a result. We felt called to lay out the catastrophic risks that AI poses to society and sound the alarm on the need to upgrade our institutions for a post-AI world.

The talk resonated – over 1.6 million people have viewed it on YouTube as of this episode’s release date. The positive reception gives us hope that leaders will be willing to come to the table for a difficult but necessary conversation about AI.

However, now that so many people have watched or listened to the talk, we’ve found that there are some AI myths getting in the way of making progress. On this episode of Your Undivided Attention, we debunk five of those misconceptions.

The State of Voice Technology in 2023 — from deepgram.com; with thanks to The Rundown for this resource
Explore the latest insights on speech AI applications and automatic speech recognition (ASR) across a dozen industries, as seen by 400 business leaders surveyed for this report by Opus Research.

Also relevant here, see:

Webinar: “The Inside Story: Factors Propelling Speech AI in 2023” — from opusresearch.net

Your guide to AI: May 2023 — from nathanbenaich.substack.com by Nathan Benaich and Othmane Sebbouh
Welcome to the latest issue of your guide to AI, an editorialized newsletter covering key developments in AI research (particularly for this issue!), industry, geopolitics and startups during April 2023.

NYC Public Schools Drop Ban on AI Tool ChatGPT — from bloomberg.com

I’m a Student. You Have No Idea How Much We’re Using ChatGPT. — from chronicle.com by

Excerpt:

There’s a remarkable disconnect between how professors and administrators think students use generative AI on written work and how we actually use it. Many assume that if an essay is written with the help of ChatGPT, there will be some sort of evidence — it will have a distinctive “voice,” it won’t make very complex arguments, or it will be written in a way that AI-detection programs will pick up on. Those are dangerous misconceptions. In reality, it’s very easy to use AI to do the lion’s share of the thinking while still submitting work that looks like your own.

The common fear among teachers is that AI is actually writing our essays for us, but that isn’t what happens. You can hand ChatGPT a prompt and ask it for a finished product, but you’ll probably get an essay with a very general claim, middle-school-level sentence structure, and half as many words as you wanted. The more effective, and increasingly popular, strategy is to have the AI walk you through the writing process step by step.

.

?

From DSC:
The idea of personalized storytelling is highly intriguing to me. If you write a story for someone with their name and character in it, they will likely be even more engaged with the story/content. Our daughter recently did this with a substitute teacher, who she really wanted to thank before she left (for another assignment at another school). I thought it was very creative of her.

How Your Students are Using AI — from drphilippahardman.substack.com by Dr. Philippa Hardman

Excerpts:

Here’s are the five biggest lessons we’ve learned:

1. Many students are already embracing AI in their day to day study
2. Students need AI education, and fast.
3. Students have a preference for free or low-cost alternatives to often expensive, paid-for services
4. Students find value in personalised, dialogue-based learning experiences
5. Ed Tech companies will need to evolve in order to survive.
  .

Curricular Resources about AI for Teaching (CRAFT) — from craft.stanford.edu
A project from the Stanford Graduate School of Education

Excerpt:

We’re building resources to teach AI literacies for high school and college instructors and assembling them into a full curriculum that will be deployed in a course with the National Educational Equity Lab offered in Fall 2023.
.

AI video is getting insanely powerful.

Soon, you’ll be able to create a Hollywood-grade movie from your pocket.

Here’s the most breathtaking AI-generated videos I’ve seen:

— The AI Solopreneur (@aisolopreneur) May 11, 2023

ChatGPT has changed the world.

It does lack in some areas, but my favorite use case is leveraging it to teach me things twice as fast.

Here are the 10 best prompts to learn anything faster:

— Rowan Cheung (@rowancheung) May 11, 2023

Why I’m Excited About ChatGPT — from insidehighered.com by Jennie Young
Here are 10 ways ChatGPT will be a boon to first-year writing instruction, Jennie Young writes.

Excerpt:

But from my perspective as a first-year writing program director, I’m excited about how this emerging technology will help students from all kinds of educational backgrounds learn and focus on higher-order thinking skills faster. Here are 10 reasons I’m excited about ChatGPT.

? stfu and take my money

This is the most impressive campaign I’ve seen from a mega brand so far using AI & StableDiffusion.

Would love a breakdown of how this was all done.

pic.twitter.com/H5ryW3owi4

— Linus (???) (@LinusEkenstam) May 12, 2023

edX Debuts Two AI-Powered Learning Assistants Built on ChatGPT — from press.edx.org; with thanks to Matthew Tower for this resource
edX plugin launches in ChatGPT plugin store to give users access to content and course discovery
edX Xpert delivers AI-powered learning and customer support within the edX platform

Excerpt:

LANHAM, Md. – May 12, 2023 – edX, a leading global online learning platform from 2U, Inc. (Nasdaq: TWOU), today announced the debut of two AI-powered innovations: the new edX plugin for ChatGPT and edX Xpert, an AI-powered learning assistant on the edX platform. Both tools leverage the technology of AI research and deployment company OpenAI to deliver real-time academic support and course discovery to help learners achieve their goals.

AI in Education — from gettingsmart.com

Some core takeaways for school leaders are:

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

Some ideas & resources re: how we could use AI to enhance our learning ecosystems

On 05/09/2023, in 21st century, 24x7x365 access, 3D, A/V -- audio/visual, accessibility / UDL, Artificial Intelligence/Agents/LLMs/and Related, blogs / blogging / vlogging, cloud-based computing / apps / other cloud-related, collaboration, colleges, community colleges, content development, aggregation, repositories, corporate / business world, corporate universities / corporate training, creativity, design, digital learning, education technology, elearning, emerging technologies, future, game-changing environment, graphics, higher education, human-computer interaction (HCI), innovation, instructional design, intelligent systems, intelligent tutoring, learning ecosystem, Learning Experience Design, NVIDIA, pedagogy, personalized/customized learning, platforms, podcasting, simulations, tools, training / L&D, United States, universities, usability, user experience (UX), using teams, vendors, Virtual courts and law firms, virtual field trips, virtual K-12 schools, Virtual Reality (VR) / worlds / learning, virtual tutoring, vision/possibilities, visualizing information, voice recognition / voice enabled interfaces, Web3, by Daniel Christian

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

Excerpts:

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

Personalized learning
Virtual tutors and coaches
Interactive simulations
Enhanced course materials
Collaborative learning
Automated assessment and feedback
Continuous improvement
Accessibility and inclusivity

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

Excerpts:

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

Rapid content production
Personalized content
Detailed, continuous feedback
Learner-driven exploration

In a world where only 7 percent of the global population has a college degree, and as many as three quarters of workers don’t feel equipped to learn the digital skills their employers will need in the future, this is the conversation people need to have.
…
Taken together, these trends will change the cost structure of education and give learning practitioners new superpowers. Learners of all backgrounds will be able to access quality content on any topic and receive the ongoing support they need to master new skills. Even small L&D teams will be able to create programs that have both deep and broad impact across their organizations.

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

Excerpt:

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

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

Excerpt:

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

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

Excerpts:

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

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

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

Excerpt:

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

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

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

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

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

Excerpt:

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

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

Introducing Teach AI — Empowering educators to teach w/ AI & about AI [ISTE & many others]

On 05/09/2023, in 21st century, 24x7x365 access, adjunct faculty, Amazon, Artificial Intelligence/Agents/LLMs/and Related, change, collaboration, colleges, communities of practice, community colleges, computer science, content development, aggregation, repositories, copyright/ownership/NFTs, corporate universities / corporate training, digital learning, education, education technology, emerging technologies, experimentation, faculty, future, future of higher education, game-changing environment, generational differences, global / globalization, heutagogy, higher education, homeschooling/homeschoolers, human-computer interaction (HCI), innovation, instructional design, intelligent systems, intelligent tutoring, IT in HE, K-12 related, law schools, leadership, learning, learning agents, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, learning hubs & pods & microschooling, learning preferences, learning spaces, learning theories, library / librarians, lifelong learning, Microsoft, more voice more choice more control, online media, online tutoring, open courseware and systems, personalized/customized learning, platforms, productivity / tips and tricks, professional development, programming, research, skills, society, strategy, student teaching/teacher education, student-related, teachers, teaching & learning, teaching online, the downsides of how people use tech, tools, training / L&D, trends, United States, universities, vendors, virtual tutoring, vision/possibilities, web-based collaboration, workplace, youth, by Daniel Christian

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Also relevant/see:

“Work Shift: How AI Might Upend Pay” [Jo Constantz] + other AI-related postings

On 05/02/2023, in 21st century, 24x7x365 access, Adobe, Artificial Intelligence/Agents/LLMs/and Related, assistive technologies, business, computer science, corporate / business world, design, experimentation, graphics, human-computer interaction (HCI), innovation, intelligent systems, intelligent tutoring, learning agents, learning ecosystem, programming, by Daniel Christian

Work Shift: How AI Might Upend Pay — from bloomberg.com by Jo Constantz

Excerpt:

This all means that a time may be coming when companies need to compensate star employees for their input to AI tools rather than their just their output, which may not ultimately look much different from their AI-assisted colleagues.

“It wouldn’t be far-fetched for them to put even more of a premium on those people because now that kind of skill gets amplified and multiplied throughout the organization,” said Erik Brynjolfsson, a Stanford professor and one of the study’s authors. “Now that top worker could change the whole organization.”

Of course, there’s a risk that companies won’t heed that advice. If AI levels performance, some executives may flatten the pay scale accordingly. Businesses would then potentially save on costs — but they would also risk losing their top performers, who wouldn’t be properly compensated for the true value of their contributions under this system.

US Supreme Court rejects computer scientist’s lawsuit over AI-generated inventions — from reuters.com by Blake Brittain

Excerpt:

WASHINGTON, April 24 – The U.S. Supreme Court on Monday declined to hear a challenge by computer scientist Stephen Thaler to the U.S. Patent and Trademark Office’s refusal to issue patents for inventions his artificial intelligence system created.

The justices turned away Thaler’s appeal of a lower court’s ruling that patents can be issued only to human inventors and that his AI system could not be considered the legal creator of two inventions that he has said it generated.

Deep learning pioneer Geoffrey Hinton has quit Google — from technologyreview.com by Will Douglas Heaven
Hinton will be speaking at EmTech Digital on Wednesday.

Excerpt:

Geoffrey Hinton, a VP and engineering fellow at Google and a pioneer of deep learning who developed some of the most important techniques at the heart of modern AI, is leaving the company after 10 years, the New York Times reported today.

According to the Times, Hinton says he has new fears about the technology he helped usher in and wants to speak openly about them, and that a part of him now regrets his life’s work.

***

In the NYT today, Cade Metz implies that I left Google so that I could criticize Google. Actually, I left so that I could talk about the dangers of AI without considering how this impacts Google. Google has acted very responsibly.

— Geoffrey Hinton (@geoffreyhinton) May 1, 2023

What Is Agent Assist? — from blogs.nvidia.com
Agent assist technology uses AI and machine learning to provide facts and make real-time suggestions that help human agents across retail, telecom and other industries conduct conversations with customers.

Excerpt:

Agent assist technology uses AI and machine learning to provide facts and make real-time suggestions that help human agents across telecom, retail and other industries conduct conversations with customers.

It can integrate with contact centers’ existing applications, provide faster onboarding for agents, improve the accuracy and efficiency of their responses, and increase customer satisfaction and loyalty.

From DSC:
Is this type of thing going to provide a learning assistant/agent as well?

A chatbot that asks questions could help you spot when it makes no sense — from technologyreview.com by Melissa Heikkilä
Engaging our critical thinking is one way to stop getting fooled by lying AI.

Excerpt:

AI chatbots like ChatGPT, Bing, and Bard are excellent at crafting sentences that sound like human writing. But they often present falsehoods as facts and have inconsistent logic, and that can be hard to spot.

One way around this problem, a new study suggests, is to change the way the AI presents information. Getting users to engage more actively with the chatbot’s statements might help them think more critically about that content.

Stability AI releases DeepFloyd IF, a powerful text-to-image model that can smartly integrate text into images — from stability.ai

New AI Powered Denoise in PhotoShop — from jeadigitalmedia.org

In the most recent update, Adobe is now using AI to Denoise, Enhance and create Super Resolution or 2x the file size of the original photo. Click here to read Adobe’s post and below are photos of how I used the new AI Denoise on a photo. The big trick is that photos have to be shot in RAW.

The GPT-4 Browser That Will Change Your Search Game — from noise.beehiiv.com by Alex Banks
Why Microsoft Has The ‘Edge’ On Google

Excerpts:

Microsoft has launched a GPT-4 enhanced Edge browser.

By integrating OpenAI’s GPT-4 technology with Microsoft Edge, you can now use ChatGPT as a copilot in your Bing browser. This delivers superior search results, generates content, and can even transform your copywriting skills (read on to find out how).

Benefits mentioned include: Better Search, Complete Answers, and Creative Spark.

The new interactive chat feature means you can get the complete answer you are looking for by refining your search by asking for more details, clarity, and ideas.

From DSC:
I have to say that since the late 90’s, I haven’t been a big fan of web browsers from Microsoft. (I don’t like how Microsoft unfairly buried Netscape Navigator and the folks who had out-innovated them during that time.) As such, I don’t use Edge so I can’t fully comment on the above article.

But I do have to say that this is the type of thing that may make me reevaluate my stance regarding Microsoft’s browsers. Integrating GPT-4 into their search/chat functionalities seems like it would be a very solid, strategic move — at least as of late April 2023.

Speaking of new items coming from Microsoft, also see:

Microsoft makes its AI-powered Designer tool available in preview — from techcrunch.com by Kyle Wiggers

Excerpts:

[On 4/27/23], Microsoft Designer, Microsoft’s AI-powered design tool, launched in public preview with an expanded set of features.

Announced in October, Designer is a Canva-like web app that can generate designs for presentations, posters, digital postcards, invitations, graphics and more to share on social media and other channels. It leverages user-created content and DALL-E 2, OpenAI’s text-to-image AI, to ideate designs, with drop-downs and text boxes for further customization and personalization.
…
Designer will remain free during the preview period, Microsoft says — it’s available via the Designer website and in Microsoft’s Edge browser through the sidebar. Once the Designer app is generally available, it’ll be included in Microsoft 365 Personal and Family subscriptions and have “some” functionality free to use for non-subscribers, though Microsoft didn’t elaborate.

The Edtech Insiders’ Rundown of ASU GSV 2023 [Morin, Sarlin, & Kornell]

On 04/27/2023, in adjunct faculty, Artificial Intelligence/Agents/LLMs/and Related, assistive technologies, CMS/LMS, colleges, community colleges, content development, aggregation, repositories, education technology, emerging technologies, experimentation, faculty, future, game-changing environment, higher education, innovation, instructional design, intelligent systems, intelligent tutoring, K-12 related, learner profiles, learning agents, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, personalized/customized learning, platforms, productivity / tips and tricks, teachers, teaching & learning, tools, United States, universities, user experience (UX), vendors, vision/possibilities, by Daniel Christian

The Edtech Insiders’ Rundown of ASU GSV 2023 — from edtechinsiders.substack.com by Sarah Morin, Alex Sarlin, and Ben Kornell

Excerpt:

A few current categories of AI in Edtech particularly jump out:

Teacher Productivity and Joy: Tools to make educators’ lives easier (and more fun?) by removing some of the more rote tasks of teaching, like lesson planning (we counted at least 8 different tools for lesson planning), resource curation and data collection.
Personalization and Learning Delivery: Tools to tailor instruction to the particular interests, learning preferences and preferred media consumption of students. This includes tools that convert text to video, video to text, text to comic books, Youtube to notes, and many more.
Study and Course Creation Tools: Tools for learners to automatically make quizzes, flashcards, notes or summaries of material, or even to automatically create full courses from a search term.
AI Tutors, Chatbots and Teachers: There will be no shortage of conversational AI “copilots” (which may take many guises) to support students in almost any learning context. Many Edtech companies launched their own during the conference. Possible differentiators here could be personality, safety, privacy, access to a proprietary or specific data set, or bots built on proprietary LLMs.
Simplifying Complex Processes: One of the most inspiring conversations of the conference for me was with Tiffany Green, founder of Uprooted Academy, about how AI can and should be used to remove bureaucratic barriers to college for underrepresented students (for example, used to autofill FAFSA forms, College Applications, to search for schools and access materials, etc). This is not the only complex bureaucratic process in education.
Educational LLMs: The race is on to create usable large language models for education that are safe, private, appropriate and classroom-ready. Merlyn Mind is working on this, and companies that make LLMs are sprouting up in other sectors…

The (almost daily) AI posting!

On 04/26/2023, in 21st century, 24x7x365 access, Artificial Intelligence/Agents/LLMs/and Related, change, colleges, community colleges, content development, aggregation, repositories, copyright/ownership/NFTs, corporate / business world, corporate universities / corporate training, disruption, education, education technology, elearning, emerging technologies, experimentation, future, game-changing environment, higher education, innovation, instructional design, intelligent systems, intelligent tutoring, law schools, learner profiles, learning, learning agents, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, legislatures / government / legal, music, online learning, online media, online tutoring, pace of change, personalized/customized learning, professional development, teachers, teaching & learning, tools, training / L&D, United States, universities, usability, user experience (UX), user interface design, vendors, vision/possibilities, by Daniel Christian

EdTech Is Going Crazy For AI — from joshbersin.com by Josh Bersin

Excerpts:

This week I spent a few days at the ASU/GSV conference and ran into 7,000 educators, entrepreneurs, and corporate training people who had gone CRAZY for AI.

No, I’m not kidding. This community, which makes up people like training managers, community college leaders, educators, and policymakers is absolutely freaked out about ChatGPT, Large Language Models, and all sorts of issues with AI. Now don’t get me wrong: I’m a huge fan of this. But the frenzy is unprecedented: this is bigger than the excitement at the launch of the i-Phone.

Second, the L&D market is about to get disrupted like never before. I had two interactive sessions with about 200 L&D leaders and I essentially heard the same thing over and over. What is going to happen to our jobs when these Generative AI tools start automatically building content, assessments, teaching guides, rubrics, videos, and simulations in seconds?

The answer is pretty clear: you’re going to get disrupted. I’m not saying that L&D teams need to worry about their careers, but it’s very clear to me they’re going to have to swim upstream in a big hurry. As with all new technologies, it’s time for learning leaders to get to know these tools, understand how they work, and start to experiment with them as fast as you can.

Speaking of the ASU+GSV Summit, see this posting from Michael Moe:

EIEIO…Brave New World
By: Michael Moe, CFA, Brent Peus, Owen Ritz

Excerpt:

Last week, the 14th annual ASU+GSV Summit hosted over 7,000 leaders from 70+ companies well as over 900 of the world’s most innovative EdTech companies. Below are some of our favorite speeches from this year’s Summit…

***

Also see:

Imagining what’s possible in lifelong learning: Six insights from Stanford scholars at ASU+GSV — from acceleratelearning.stanford.edu by Isabel Sacks

Excerpt:

High-quality tutoring is one of the most effective educational interventions we have – but we need both humans and technology for it to work. In a standing-room-only session, GSE Professor Susanna Loeb, a faculty lead at the Stanford Accelerator for Learning, spoke alongside school district superintendents on the value of high-impact tutoring. The most important factors in effective tutoring, she said, are (1) the tutor has data on specific areas where the student needs support, (2) the tutor has high-quality materials and training, and (3) there is a positive, trusting relationship between the tutor and student. New technologies, including AI, can make the first and second elements much easier – but they will never be able to replace human adults in the relational piece, which is crucial to student engagement and motivation.

ChatGPT, Bing Chat, Google’s Bard—AI is infiltrating the lives of billions.

The 1% who understand it will run the world.

Here’s a list of key terms to jumpstart your learning:

— Misha (@mishadavinci) April 23, 2023

A guide to prompting AI (for what it is worth) — from oneusefulthing.org by Ethan Mollick
A little bit of magic, but mostly just practice

Excerpt (emphasis DSC):

Being “good at prompting” is a temporary state of affairs. The current AI systems are already very good at figuring out your intent, and they are getting better. Prompting is not going to be that important for that much longer. In fact, it already isn’t in GPT-4 and Bing. If you want to do something with AI, just ask it to help you do the thing. “I want to write a novel, what do you need to know to help me?” will get you surprisingly far.
…

The best way to use AI systems is not to craft the perfect prompt, but rather to use it interactively. Try asking for something. Then ask the AI to modify or adjust its output. Work with the AI, rather than trying to issue a single command that does everything you want. The more you experiment, the better off you are. Just use the AI a lot, and it will make a big difference – a lesson my class learned as they worked with the AI to create essays.

From DSC:
Agreed –> “Being “good at prompting” is a temporary state of affairs.” The User Interfaces that are/will be appearing will help greatly in this regard.

From DSC:
Bizarre…at least for me in late April of 2023:

FaceTiming live with AI… This app came across the @ElunaAI Discord and I was very impressed with its responsiveness, natural expression and language, etc…

Feels like the beginning of another massive wave in consumer AI products.

…who’s seen the movie HER? pic.twitter.com/By3dsew91Z

— Roberto Nickson (@rpnickson) April 26, 2023

Excerpt from Lore Issue #28: Drake, Grimes, and The Future of AI Music — from lore.com

Here’s a summary of what you need to know:

The rise of AI-generated music has ignited legal and ethical debates, with record labels invoking copyright law to remove AI-generated songs from platforms like YouTube.
Tech companies like Google face a conundrum: should they take down AI-generated content, and if so, on what grounds?
Some artists, like Grimes, are embracing the change, proposing new revenue-sharing models and utilizing blockchain-based smart contracts for royalties.
The future of AI-generated music presents both challenges and opportunities, with the potential to create new platforms and genres, democratize the industry, and redefine artist compensation.

The Need for AI PD — from techlearning.com by Erik Ofgang
Educators need training on how to effectively incorporate artificial intelligence into their teaching practice, says Lance Key, an award-winning educator.

“School never was fun for me,” he says, hoping that as an educator he could change that with his students. “I wanted to make learning fun.” This ‘learning should be fun’ philosophy is at the heart of the approach he advises educators take when it comes to AI.

Coursera Adds ChatGPT-Powered Learning Tools — from campustechnology.com by Kate Lucariello

Excerpt:

At its 11th annual conference in 2023, educational company Coursera announced it is adding ChatGPT-powered interactive ed tech tools to its learning platform, including a generative AI coach for students and an AI course-building tool for teachers. It will also add machine learning-powered translation, expanded VR immersive learning experiences, and more.

Coursera Coach will give learners a ChatGPT virtual coach to answer questions, give feedback, summarize video lectures and other materials, give career advice, and prepare them for job interviews. This feature will be available in the coming months.

From DSC:
Yes…it will be very interesting to see how tools and platforms interact from this time forth. The term “integration” will take a massive step forward, at least in my mind.

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