Artificial Intelligence/Agents/LLMs/and Related

a big deal: @elonmusk, Y. Bengio, S. Russell, ??@tegmark?, V. Kraknova, P. Maes, ?@Grady_Booch, ?@AndrewYang?, ?@tristanharris? & over 1,000 others, including me, have called for a temporary pause on training systems exceeding GPT-4 https://t.co/PJ5YFu0xm9

— Gary Marcus (@GaryMarcus) March 29, 2023

The above Tweet links to:

P ause Giant AI Experiments: An Open Letter — from futureoflife.org
We call on all AI labs to immediately pause for at least 6 months the training of AI systems more powerful than GPT-4.

Elon Musk, Steve Wozniak and dozens of top scientists concerned about the technology moving too fast have signed an open letter asking companies to pull back on artificial intelligence. @trevorlault reports on the new A.I. plea. pic.twitter.com/Vu9QlKfV8C

— Good Morning America (@GMA) March 30, 2023

However, the letter has since received heavy backlash, as there seems to be no verification in signing it. Yann LeCun from Meta denied signing the letter and completely disagreed with the premise. (source)

Nope.
I did not sign this letter.
I disagree with its premise. https://t.co/DoXwIZDcOx

— Yann LeCun (@ylecun) March 29, 2023

In Sudden Alarm, Tech Doyens Call for a Pause on ChatGPT — from wired.com by Will Knight (behind paywall)
Tech luminaries, renowned scientists, and Elon Musk warn of an “out-of-control race” to develop and deploy ever-more-powerful AI systems.

1/The call for a 6 month moratorium on making AI progress beyond GPT-4 is a terrible idea.

I'm seeing many new applications in education, healthcare, food, … that'll help many people. Improving GPT-4 will help. Lets balance the huge value AI is creating vs. realistic risks.

— Andrew Ng (@AndrewYNg) March 29, 2023

Evolving Zoom IQ, our smart companion, with new features and a collaboration with OpenAI

On 03/28/2023, in Artificial Intelligence/Agents/LLMs/and Related, communications, corporate / business world, corporate universities / corporate training, innovation, multimedia, tools, United States, user experience (UX), vendors, videoconferencing, by Daniel Christian

Evolving Zoom IQ, our smart companion, with new features and a collaboration with OpenAI — from blog.zoom.us

Excerpt:

Today we’re announcing that we’re evolving the capabilities of Zoom IQ to become a smart companion that empowers collaboration and unlocks people’s potential by summarizing chat threads, organizing ideas, drafting content for chats, emails, and whiteboard sessions, creating meeting agendas, and more.

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

GPT-4 is already disrupting the legal sector but what does it mean for your legal practice? I spoke a few ChatGPT experts. Thanks @scottastevenson @computational @DanLinna @lawdroid @tweetatpablo @colinlachance #legaltech #lawtwitter https://t.co/7Ecq71cRwa

— Julie Sobowale (@JulieSobowale) March 27, 2023

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:

AI and the Law: What You Need To Know — from medium.com by Paul DelSignore
The AI Topic Nobody Is Talking About

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.

Also relevant/see:

“Godfather of artificial intelligence” weighs in on the past and potential of AI — from cbsnews.com
Sketching the Field of AI Tools for Local Newsrooms — from medium.com by Dalia Hashim
Adobe Firefly, Bing Image Creator, Canva’s AI, ChatGPT Plugins, Google Workspace AI, Microsoft Loop, Runway Gen2 – Volume 03 — from heatherbcooper.substack.com by Heather Cooper
Another week of everything, everywhere, all at once in AI news – and get my free AI Visual toolkit!
It takes a few dollars and 8 minutes to create a deepfake. And that’s only the start — from npr.org by Shannon Bond; with thanks to Mr. Robert Gibson on LinkedIn for this resource
We’ve just gone from a simple teacher-learner model to a new world of AI teachers – a new pedAIgogy — from donaldclarkplanb.blogspot.com by Donald Clark

ChatGPT is about to revolutionize the economy. We need to decide what that looks like. — from technologyreview.com by David Rotman
New large language models will transform many jobs. Whether they will lead to widespread prosperity or not is up to us.
Is GPT-4 Worth the Subscription? Here’s What You Should Know — from wired.com Reece Rogers
The new algorithm is exclusive to ChatGPT Plus, OpenAI’s subscriber-only service. We signed up and put it to the test.
Superhuman: What can AI do in 30 minutes? — from oneusefulthing.substack.com Ethan Mollick
AI multiplies your efforts. I found out by how much…

Law has a magic wand now — from jordanfurlong.substack.com by Jordan Furlong
Some people think Large Language Models will transform the practice of law. I think it’s bigger than that.

Excerpts:

ChatGPT4 can also do things that only lawyers (used to be able to) do. It can look up and summarize a court decision, analyze and apply sections of copyright law, and generate a statement of claim for breach of contract.
…
What happens when you introduce a magic wand into the legal market? On the buyer side, you reduce by a staggering degree the volume of tasks that you need to pay lawyers (whether in-house or outside counsel) to perform. It won’t happen overnight: Developing, testing, revising, approving, and installing these sorts of systems in corporations will take time. But once that’s done, the beauty of LLMs like ChatGPT4 is that they are not expert systems. Anyone can use them. Anyone will.

But I can’t shake the feeling that someday, we’ll divide the history of legal services into “Before GPT4” and “After GPT4.” I think it’s that big.

From DSC:
Jordan mentions: “Some people think Large Language Models will transform the practice of law. I think it’s bigger than that.”

I agree with Jordan. It most assuredly IS bigger than that. AI will profoundly impact many industries/disciplines. The legal sector is but one of them. Education is another. People’s expectations are now changing — and the “ramification wheels” are now in motion.

I take the position that many others have as well (at least as of this point in time) that take the position that AI will supplement humans’ capabilities and activities. But those who know AI-driven apps will outcompete those who don’t know about such apps.

We Can’t Keep ChatGPT Out of the Classroom, so Let’s Address the ‘Why’ Behind Our Fears [Domínguez]

On 03/24/2023, in Artificial Intelligence/Agents/LLMs/and Related, education, education technology, ideas, instructional design, K-12 related, learning, learning ecosystem, teachers, trends, writing, youth, by Daniel Christian

We Can’t Keep ChatGPT Out of the Classroom, so Let’s Address the ‘Why’ Behind Our Fears — from edsurge.com by Alice Domínguez

Excerpt:

ChatGPT offers us an opportunity to address our fears, release our fixation on preventing cheating and focus our attention on more worthy priorities: providing students with compelling reasons to write, inviting them to wrestle with important questions and crafting a piece of writing that cannot be mistaken for a robot’s work.

A Compilation of 101 GPT-4 L&D Prompts [innovationlounge.notion.site]

On 03/24/2023, in Artificial Intelligence/Agents/LLMs/and Related, business, corporate / business world, corporate universities / corporate training, tools, training / L&D, workplace, by Daniel Christian

The Ultimate Compilation of 101 GPT-4 L&D Prompts — from innovationlounge.notion.site

Examples:

Design a personalized learning plan for a new employee joining a software development team, including onboarding, skill assessment, and ongoing development.
Describe a strategy for implementing a mentorship program within an organization to improve employee development and retention.
Suggest a framework for evaluating the effectiveness of a company’s existing learning and development programs.
Propose a gamification strategy for engaging employees in a company-wide training program on diversity and inclusion.
Identify potential barriers to effective remote learning and provide recommendations for overcoming them in a virtual training environment.
Develop a plan for a “lunch-and-learn” series to encourage cross-functional collaboration and skill-sharing among employees.
Recommend a variety of cost-effective resources (books, online courses, webinars, etc.) for training employees in project management skills.
Design a three-month training program for a sales team to improve their negotiation and closing skills, including specific activities and milestones.
Outline a strategy for integrating microlearning techniques into an organization’s existing training approach to boost knowledge retention and engagement.
Suggest an approach for identifying and addressing skills gaps within a team or department, including assessment tools and targeted training resources.

Nvidia will bring AI to every industry, says CEO Jensen Huang in GTC keynote: ‘We are at the iPhone moment of AI’ — from venturebeat.com by Sharon Goldman

Excerpt:

As Nvidia’s annual GTC conference gets underway, founder and CEO Jensen Huang, in his characteristic leather jacket and standing in front of a vertical green wall at Nvidia headquarters in Santa Clara, California, delivered a highly-anticipated keynote that focused almost entirely on AI. His presentation announced partnerships with Google, Microsoft and Oracle, among others, to bring new AI, simulation and collaboration capabilities to “every industry.”

Introducing Mozilla.ai: Investing in trustworthy AI — from blog.mozilla.org by Mark Surman
We’re committing $30M to build Mozilla.ai: A startup — and a community — building a trustworthy, independent, and open-source AI ecosystem.

Excerpt (emphasis DSC):

We’re only three months into 2023, and it’s already clear what one of the biggest stories of the year is: AI. AI has seized the public’s attention like Netscape did in 1994, and the iPhone did in 2007.

New tools like Stable Diffusion and the just-released GPT-4 are reshaping not just how we think about the internet, but also communication and creativity and society at large. Meanwhile, relatively older AI tools like the recommendation engines that power YouTube, TikTok and other social apps are growing even more powerful — and continuing to influence billions of lives.

This new wave of AI has generated excitement, but also significant apprehension. We aren’t just wondering What’s possible? and How can people benefit? We’re also wondering What could go wrong? and How can we address it? Two decades of social media, smartphones and their consequences have made us leery.

ChatGPT plugins — from openai.com

Excerpt:

Users have been asking for plugins since we launched ChatGPT (and many developers are experimenting with similar ideas) because they unlock a vast range of possible use cases. We’re starting with a small set of users and are planning to gradually roll out larger-scale access as we learn more (for plugin developers, ChatGPT users, and after an alpha period, API users who would like to integrate plugins into their products). We’re excited to build a community shaping the future of the human–AI interaction paradigm.

We’ve added initial support for ChatGPT plugins — a protocol for developers to build tools for ChatGPT, with safety as a core design principle. Deploying iteratively (starting with a small number of users & developers) to learn from contact with reality: https://t.co/ySek2oevod pic.twitter.com/S61MTpddOV

— Greg Brockman (@gdb) March 23, 2023

Bots like ChatGPT aren’t sentient. Why do we insist on making them seem like they are? — from cbc.ca by Matt Meuse
‘There’s no secret homunculus inside the system that’s understanding what you’re talking about’

Excerpt:

LLMs like ChatGPT are trained on massive troves of text, which they use to assemble responses to questions by analyzing and predicting what words could most plausibly come next based on the context of other words. One way to think of it, as Marcus has memorably described it, is “auto-complete on steroids.”

Marcus says it’s important to understand that even though the results sound human, these systems don’t “understand” the words or the concepts behind them in any meaningful way. But because the results are so convincing, that can be easy to forget.

“We’re doing a kind of anthropomorphization … where we’re attributing some kind of animacy and life and intelligence there that isn’t really,” he said.

10 gifts we unboxed at Canva Create — from canva.com
Earlier this week we dropped 10 unopened gifts onto the Canva homepage of 125 million people across the globe. Today, we unwrapped them on the stage at Canva Create.

Google Bard Plagiarized Our Article, Then Apologized When Caught — from tomshardware.com by Avram Piltch
The chatbot implied that it had conducted its own CPU tests.

How AI will revolutionize the practice of law [Villasenor]

On 03/22/2023, in 21st century, 24x7x365 access, Access to Justice (A2J), Artificial Intelligence/Agents/LLMs/and Related, ideas, innovation, law schools, Legal operations, legal reform, legal technologies, legislatures / government / legal, society, sociology, tools, United States, by Daniel Christian

How AI will revolutionize the practice of law — from brookings.edu by John Villasenor

Artificial intelligence (AI) is poised to fundamentally reshape the practice of law.

Excerpt:

BROADENING ACCESS TO LEGAL SERVICES
AI also has the potential to dramatically broaden access to legal services, which are prohibitively expensive for many individuals and small businesses. As the Center for American Progress has written, “[p]romoting equal, meaningful access to legal representation in the U.S. justice system is critical to ending poverty, combating discrimination, and creating opportunity.”

AI will make it much less costly to initiate and pursue litigation. For instance, it is now possible with one click to automatically generate a 1000-word lawsuit against robocallers. More generally, drafting a well-written complaint will require more than a single click, but in some scenarios, not much more. These changes will make it much easier for law firms to expand services to lower-income clients.

Generative AI from Adobe | Meet Adobe Firefly!

On 03/21/2023, in 3D, Adobe, animation, art, Artificial Intelligence/Agents/LLMs/and Related, creativity, design, digital audio, digital photography, digital video, experimentation, graphics, media/film, multimedia, photography, platforms, productivity / tips and tricks, tools, vendors, by Daniel Christian

Meet Adobe Firefly. — from adobe.com
Experiment, imagine, and make an infinite range of creations with Firefly, a family of creative generative AI models coming to Adobe products.

Generative AI made for creators.
With the beta version of the first Firefly model, you can use everyday language to generate extraordinary new content. Looking forward, Firefly has the potential to do much, much more.

Also relevant/see:

Gen-2: The Next Step Forward for Generative AI — from research.runwayml.com
A multi-modal AI system that can generate novel videos with text, images, or video clips.

No lights. No camera. All action.Realistically and consistently synthesize new videos. Either by applying the composition and style of an image or text prompt to the structure of a source video (Video to Video). Or, using nothing but words (Text to Video). It’s like filming something new, without filming anything at all.

Major announcements from a key vendor in the AI space — NVIDIA

On 03/21/2023, in 21st century, 24x7x365 access, 3D, A/V -- audio/visual, art, Artificial Intelligence/Agents/LLMs/and Related, business, cloud-based computing / apps / other cloud-related, collaboration, content development, aggregation, repositories, corporate / business world, creativity, design, emerging technologies, engineering, entrepreneurship, Facebook / Meta Platforms, future, game-changing environment, generational differences, Holographic comms, human-computer interaction (HCI), immersion, innovation, intelligent systems, intelligent tutoring, IT in HE, languages and translation, media/film, Metaverse, multimedia, Natural Language Processing (NLP), new business models, NVIDIA, online media, pace of change, personalized/customized learning, platforms, society, technology (general), tools, United States, user experience (UX), vendors, Virtual courts and law firms, virtual field trips, virtual K-12 schools, Virtual Reality (VR) / worlds / learning, virtual tutoring, vision/possibilities, visualizing information, web-based collaboration, Web3, workplace, by Daniel Christian

Explore Breakthroughs in AI, Accelerated Computing, and Beyond at GTC — from nvidia.com
The Conference for the Era of AI and the Metaverse

Addendums on 3/22/23:

Generative AI for Enterprises — from nvidia.com
Custom-built for a new era of innovation and automation.

Excerpt:

Impacting virtually every industry, generative AI unlocks a new frontier of opportunities—for knowledge and creative workers—to solve today’s most important challenges. NVIDIA is powering generative AI through an impressive suite of cloud services, pre-trained foundation models, as well as cutting-edge frameworks, optimized inference engines, and APIs to bring intelligence to your enterprise applications.

NVIDIA AI Foundations is a set of cloud services that advance enterprise-level generative AI and enable customization across use cases in areas such as text (NVIDIA NeMo™), visual content (NVIDIA Picasso), and biology (NVIDIA BioNeMo™). Unleash the full potential with NeMo, Picasso, and BioNeMo cloud services, powered by NVIDIA DGX™ Cloud—the AI supercomputer.

On the K-12 side of things:

6 Ways to Use ChatGPT to Save Time — from edutopia.org by Todd Finley
Teachers can use the artificial intelligence tool to effectively automate some routine tasks.

Excerpt:

In the paragraphs that follow, I’ve divided these tasks into the following categories: planning instruction, handouts and materials, differentiation, correspondence, assessment, and writing instruction and feedback. Welcome to the revolution.

Lesson plans: Ask ChatGPT to write a lesson plan on, say, Westward Expansion. The tool composes assessments, activities, scaffolding, and objectives. Want that in the form of problem-based learning or revised for a flipped classroom? ChatGPT can adjust the lesson plan according to your instructions.

I’m a high school math and science teacher who uses ChatGPT, and it’s made my job much easier — from businessinsider-com.cdn.ampproject.org by Aaron Mok; with thanks to Robert Gibson on LinkedIn for this resource

Excerpt:

Shannon Ahern, a high school math and science teacher, was afraid that ChatGPT would take her job.
But her mind changed after she started using the AI for class prep, which saved her hours of time.
Here’s how Ahern is using ChatGPT to make her job easier, as told to Insider’s Aaron Mok.

On the higher education side of things:

Using AI to make teaching easier & more impactful — from oneusefulthing.substack.com by Ethan Mollick
Here are five strategies and prompts that work for GPT-3.5 & GPT-4

Excerpt:

But one thing that is not changing is the best way for people to learn. We have made large advances in recent years in understanding pedagogy – the science of learning. We know some of the most effective techniques for making sure material sticks and that it can be retrieved and used when needed most.

Unfortunately, many of these advanced pedagogical techniques are time-consuming to prepare, and many instructors are often overworked and do not have the resources and time to add them to their teaching repertoire. But AI can help. In the rush to deliver AI benefits directly to students, the role of teachers is often overlooked.

Teaching: What You Need to Know About ChatGPT — from chronicle.com by Beth McMurtrie

Excerpt:

Digital literacy is more important than ever. Artificial-intelligence tools, and generative AI in particular, raise a host of ethical, political, economic, and social questions. Plus, this tech is soon going to be everywhere, including students’ future professions. (The technology behind ChatGPT, in fact, just got an upgrade this week.) Colleges need to figure out how to graduate digitally savvy students in all disciplines.

“The integration of technology into our lives is so pervasive that the restriction of education about AI to the computer scientists and the computer engineers makes no more sense than the restriction of taking English classes by English majors,” said Weber.

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