Microsoft

Introducing Gen-3 Alpha: Runway’s new base model for video generation.

Gen-3 Alpha can create highly detailed videos with complex scene changes, a wide range of cinematic choices, and detailed art directions.https://t.co/YQNE3eqoWf

(1/10) pic.twitter.com/VjEG2ocLZ8

— Runway (@runwayml) June 17, 2024

A new chapter of creativity begins.

Introducing GEN-3 Alpha – The first of a series of new models built by creatives for creatives. Video generated with @runwayml‘s new Text-2-Video model.

Coming soon. pic.twitter.com/oNONabxdNl

— Nicolas Neubert (@iamneubert) June 17, 2024

Google just announced their work on Video-to-audio, absolutely wild.

Here are 11 crazy examples

1. drums pic.twitter.com/sTNfymJIeN

— Linus ??? Ekenstam (@LinusEkenstam) June 17, 2024

Kuaishou Unveils Kling: A Text-to-Video Model To Challenge OpenAI’s Sora — from maginative.com by Chris McKay

Generating audio for video — from deepmind.google

LinkedIn leans on AI to do the work of job hunting — from techcrunch.com by Ingrid Lunden

Learning personalisation. LinkedIn continues to be bullish on its video-based learning platform, and it appears to have found a strong current among users who need to skill up in AI. Cohen said that traffic for AI-related courses — which include modules on technical skills as well as non-technical ones such as basic introductions to generative AI — has increased by 160% over last year.

You can be sure that LinkedIn is pushing its search algorithms to tap into the interest, but it’s also boosting its content with AI in another way.

For Premium subscribers, it is piloting what it describes as “expert advice, powered by AI.” Tapping into expertise from well-known instructors such as Alicia Reece, Anil Gupta, Dr. Gemma Leigh Roberts and Lisa Gates, LinkedIn says its AI-powered coaches will deliver responses personalized to users, as a “starting point.”

These will, in turn, also appear as personalized coaches that a user can tap while watching a LinkedIn Learning course.

Also related to this, see:

Unlocking New Possibilities for the Future of Work with AI — from news.linkedin.com

Personalized learning for everyone: Whether you’re looking to change or not, the skills required in the workplace are expected to change by 68% by 2030.

Expert advice, powered by AI: We’re beginning to pilot the ability to get personalized practical advice instantly from industry leading business leaders and coaches on LinkedIn Learning, all powered by AI. The responses you’ll receive are trained by experts and represent a blend of insights that are personalized to each learner’s unique needs. While human professional coaches remain invaluable, these tools provide a great starting point.

Personalized coaching, powered by AI, when watching a LinkedIn course: As learners —including all Premium subscribers — watch our new courses, they can now simply ask for summaries of content, clarify certain topics, or get examples and other real-time insights, e.g. “Can you simplify this concept?” or “How does this apply to me?”

Roblox’s Road to 4D Generative AI — from corp.roblox.com by Morgan McGuire, Chief Scientist

Roblox is building toward 4D generative AI, going beyond single 3D objects to dynamic interactions.
Solving the challenge of 4D will require multimodal understanding across appearance, shape, physics, and scripts.
Early tools that are foundational for our 4D system are already accelerating creation on the platform.

Can Microsoft Copilot Replace Popular AI Tools Like ChatGPT, Gamma AI, and Midjourney? [van Rossum]

On 06/06/2024, in Artificial Intelligence/Agents/LLMs/and Related, business, corporate / business world, emerging technologies, Google, human-computer interaction (HCI), Microsoft, Open AI, privacy, tools, vendors, workplace, by Daniel Christian

Can Microsoft Copilot Replace Popular AI Tools Like ChatGPT, Gamma AI, and Midjourney? — from flexos.work by Daan van Rossum
Can Microsoft Copilot win from popular AI tools like ChatGPT, Gamma AI, and Midjourney, and which AI best fits your business?

From DSC:
The article talks about the pros and cons of Microsoft Copilot. But I really appreciated the following table/information:

Also regarding Microsoft and AI, see:

Windows Recall stores all your history UNENCRYPTED. — from bensbites.beehiiv.com by Ben Tossell

Remember Microsoft’s shiny new AI tool, “Recall”? It’s like your personal time machine, answering questions about your browsing history and laptop activity by taking screenshots every 5 seconds. Sounds cool, right? Well, it gets problematic.

What’s going on here?
Security researchers have found a potential privacy nightmare lurking within this seemingly convenient tool.

What does this mean?
Recall stores all those screenshots in an unencrypted database on your laptop. This means anyone with access to your device could potentially see everything you’ve been doing. Cybersecurity experts are already comparing it to spyware, and one ethical hacker even built a tool called “TotalRecall” (yes, like the movie) that can pull all the information Recall saves. Yikes.

Microsoft teams with Khan Academy + other items re: AI in our learning ecosystems

On 06/03/2024, in 21st century, Artificial Intelligence/Agents/LLMs/and Related, Asia, bots, cloud-based computing / apps / other cloud-related, colleges, community colleges, computer science, data related items, education technology, emerging technologies, faculty/staff, future of higher education, game-changing environment, Google, higher education, human-computer interaction (HCI), innovation, instructional design, intelligent systems, intelligent tutoring, IT in HE, law schools, learning, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, lifelong learning, Microsoft, Open AI, pedagogy, platforms, teaching & learning, tools, trends, Uncategorized, United States, universities, vendors, by Daniel Christian

Microsoft teams with Khan Academy to make its AI tutor free for K-12 educators and will develop a Phi-3 math model — from venturebeat.com by Ken Yeung

Microsoft is partnering with Khan Academy in a multifaceted deal to demonstrate how AI can transform the way we learn. The cornerstone of today’s announcement centers on Khan Academy’s Khanmigo AI agent. Microsoft says it will migrate the bot to its Azure OpenAI Service, enabling the nonprofit educational organization to provide all U.S. K-12 educators free access to Khanmigo.

In addition, Microsoft plans to use its Phi-3 model to help Khan Academy improve math tutoring and collaborate to generate more high-quality learning content while making more courses available within Microsoft Copilot and Microsoft Teams for Education.

One-Third of Teachers Have Already Tried AI, Survey Finds — from the74million.org by Kevin Mahnken
A RAND poll released last month finds English and social studies teachers embracing tools like ChatGPT.

One in three American teachers have used artificial intelligence tools in their teaching at least once, with English and social studies teachers leading the way, according to a RAND Corporation survey released last month. While the new technology isn’t yet transforming how kids learn, both teachers and district leaders expect that it will become an increasingly common feature of school life.

Professors Try ‘Restrained AI’ Approach to Help Teach Writing — from edsurge.com by Jeffrey R. Young
Can ChatGPT make human writing more efficient, or is writing an inherently time-consuming process best handled without AI tools?

This article is part of the guide: For Education, ChatGPT Holds Promise — and Creates Problems.

When ChatGPT emerged a year and half ago, many professors immediately worried that their students would use it as a substitute for doing their own written assignments — that they’d click a button on a chatbot instead of doing the thinking involved in responding to an essay prompt themselves.

But two English professors at Carnegie Mellon University had a different first reaction: They saw in this new technology a way to show students how to improve their writing skills.

“They start really polishing way too early,” Kaufer says. “And so what we’re trying to do is with AI, now you have a tool to rapidly prototype your language when you are prototyping the quality of your thinking.”

He says the concept is based on writing research from the 1980s that shows that experienced writers spend about 80 percent of their early writing time thinking about whole-text plans and organization and not about sentences.

On Building AI Models for Education — from aieducation.substack.com by Claire Zau
Google’s LearnLM, Khan Academy/MSFT’s Phi-3 Models, and OpenAI’s ChatGPT Edu

This piece primarily breaks down how Google’s LearnLM was built, and takes a quick look at Microsoft/Khan Academy’s Phi-3 and OpenAI’s ChatGPT Edu as alternative approaches to building an “education model” (not necessarily a new model in the latter case, but we’ll explain). Thanks to the public release of their 86-page research paper, we have the most comprehensive view into LearnLM. Our understanding of Microsoft/Khan Academy small language models and ChatGPT Edu is limited to the information provided through announcements, leaving us with less “under the hood” visibility into their development.

AI tutors are quietly changing how kids in the US study, and the leading apps are from China — from techcrunch.com by Rita Liao

Answer AI is among a handful of popular apps that are leveraging the advent of ChatGPT and other large language models to help students with everything from writing history papers to solving physics problems. Of the top 20 education apps in the U.S. App Store, five are AI agents that help students with their school assignments, including Answer AI, according to data from Data.ai on May 21.

Is your school behind on AI? If so, there are practical steps you can take for the next 12 months — from stefanbauschard.substack.com by Stefan Bauschard

If your school (district) or university has not yet made significant efforts to think about how you will prepare your students for a World of AI, I suggest the following steps:

July 24 – Administrator PD & AI Guidance
In July, administrators should receive professional development on AI, if they haven’t already. This should include…

August 24 –Professional Development for Teachers and Staff…
Fall 24 — Parents; Co-curricular; Classroom experiments…
December 24 — Revision to Policy…

New ChatGPT Version Aiming at Higher Ed — from insidehighered.com by Lauren Coffey
ChatGPT Edu, emerging after initial partnerships with several universities, is prompting both cautious optimism and worries.

OpenAI unveiled a new version of ChatGPT focused on universities on Thursday, building on work with a handful of higher education institutions that partnered with the tech giant.

The ChatGPT Edu product, expected to start rolling out this summer, is a platform for institutions intended to give students free access. OpenAI said the artificial intelligence (AI) toolset could be used for an array of education applications, including tutoring, writing grant applications and reviewing résumés.

Khan Academy & Microsoft partner to expand access to AI tools

On 05/23/2024, in Artificial Intelligence/Agents/LLMs/and Related, education, education reform, education technology, emerging technologies, K-12 related, learning agents, learning ecosystem, Learning Experience Design, mathematics, Microsoft, platforms, productivity / tips and tricks, teachers, tools, trends, United States, vendors, by Daniel Christian

Khan Academy and Microsoft partner to expand access to AI tools that personalize teaching and help make learning fun — from news.microsoft.com

[On 5/21/24] at Microsoft Build, Microsoft and Khan Academy announced a new partnership that aims to bring these time-saving and lesson-enhancing AI tools to millions of educators. By donating access to Azure AI-optimized infrastructure, Microsoft is enabling Khan Academy to offer all K-12 educators in the U.S. free access to the pilot of Khanmigo for Teachers, which will now be powered by Azure OpenAI Service.

The two companies will also collaborate to explore opportunities to improve AI tools for math tutoring in an affordable, scalable and adaptable way with a new version of Phi-3, a family of small language models (SLMs) developed by Microsoft.

Also see/referenced:

Also relevant/see:

Khan Academy and Microsoft are teaming up to give teachers a free AI assistant — from fastcompany.com by Steven Melendez
AI assistant Khanmigo can help time-strapped teachers come up with lesson ideas and test questions, the companies say.

Khan Academy’s AI assistant, Khanmigo, has earned praise for helping students to understand and practice everything from math to English, but it can also help teachers devise lesson plans, formulate questions about assigned readings, and even generate reading passages appropriate for students at different levels. More than just a chatbot, the software offers specific AI-powered tools for generating quizzes and assignment instructions, drafting lesson plans, and formulating letters of recommendation.
…
Having a virtual teaching assistant is especially valuable in light of recent research from the RAND Corporation that found teachers work longer hours than most working adults, which includes administrative and prep work outside the classroom.

Microsoft introduces the world to a new category of Windows PCs designed for AI –> Copilot+ PCs

On 05/21/2024, in Artificial Intelligence/Agents/LLMs/and Related, human-computer interaction (HCI), innovation, interaction design, IT in HE, Microsoft, platforms, tools, trends, United States, user experience (UX), user interface design, vendors, by Daniel Christian

Introducing Copilot+ PCs — from blogs.microsoft.com

[On May 20th], at a special event on our new Microsoft campus, we introduced the world to a new category of Windows PCs designed for AI, Copilot+ PCs.

Copilot+ PCs are the fastest, most intelligent Windows PCs ever built. With powerful new silicon capable of an incredible 40+ TOPS (trillion operations per second), all–day battery life and access to the most advanced AI models, Copilot+ PCs will enable you to do things you can’t on any other PC. Easily find and remember what you have seen in your PC with Recall, generate and refine AI images in near real-time directly on the device using Cocreator, and bridge language barriers with Live Captions, translating audio from 40+ languages into English.

From DSC:
As a first off-the-hip look, Recall could be fraught with possible security/privacy-related issues. But what do I know? The Neuron states “Microsoft assures that everything Recall sees remains private.” Ok…

From The Rundown AI concerning the above announcements:

The details:

A new system enables Copilot+ PCs to run AI workloads up to 20x faster and 100x more efficiently than traditional PCs.
Windows 11 has been rearchitected specifically for AI, integrating the Copilot assistant directly into the OS.
New AI experiences include a new feature called Recall, which allows users to search for anything they’ve seen on their screen with natural language.
Copilot’s new screen-sharing feature allows AI to watch, hear, and understand what a user is doing on their computer and answer questions in real-time.
Copilot+ PCs will start at $999, and ship with OpenAI’s latest GPT-4o models.

Why it matters: Tony Stark’s all-powerful JARVIS AI assistant is getting closer to reality every day. Once Copilot, ChatGPT, Project Astra, or anyone else can not only respond but start executing tasks autonomously, things will start getting really exciting — and likely initiate a whole new era of tech work.

Microsoft’s new ChatGPT competitor… — from The Rundown AI

The Rundown: Microsoft is reportedly developing a massive 500B parameter in-house LLM called MAI-1, aiming to compete with top AI models from OpenAI, Anthropic, and Google.

2024 | The AI Founder Report | Business Impact, Use cases, & Tools — from Hampton; via The Neuron

Hampton runs a private community for high-growth tech founders and CEOs. We asked our community of founders and owners how AI has impacted their business and what tools they use

Here’s a sneak peek of what’s inside:

The budgets they set aside for AI research and development
The most common (and obscure) tools founders are using
Measurable business impacts founders have seen through using AI
Where they are purposefully not using AI and much more

2024 Work Trend Index Annual Report from Microsoft and LinkedIn
AI at Work Is Here. Now Comes the Hard Part Employees want AI, leaders are looking for a path forward.

Also relevant, see Microsoft’s web page on this effort:

To help leaders and organizations overcome AI inertia, Microsoft and LinkedIn looked at how AI will reshape work and the labor market broadly, surveying 31,000 people across 31 countries, identifying labor and hiring trends from LinkedIn, and analyzing trillions of Microsoft 365 productivity signals as well as research with Fortune 500 customers. The data points to insights every leader and professional needs to know—and actions they can take—when it comes to AI’s implications for work.

“The Verge: What’s Next in AI?” + other items re: AI in general

On 05/01/2024, in 21st century, art, Artificial Intelligence/Agents/LLMs/and Related, bots, business, change, cloud-based computing / apps / other cloud-related, communications, content development, aggregation, repositories, corporate / business world, creativity, digital audio, digital photography, digital video, education, education technology, emerging technologies, experimentation, future, game-changing environment, generational differences, Google, health, human-computer interaction (HCI), innovation, intelligent systems, Microsoft, multimedia, Open AI, society, technologies for your home, technology (general), the downsides of how people use tech, United States, vendors, by Daniel Christian

The Verge | What’s Next With AI | February 2024 | Consumer Survey

DC: Just because we can doesn’t mean we should.

It brings to mind #AI and #robotics and the #military — hmmmm…. https://t.co/1J4XKiHRUl

— Daniel Christian (he/him/his) (@dchristian5) April 25, 2024

Microsoft AI creates talking deepfakes from single photo — from inavateonthenet.net

The Great Hall – where now with AI? It is not ‘Human Connection V Innovative Technology’ but ‘Human Connection + Innovative Technology’ — from donaldclarkplanb.blogspot.com by Donald Clark

The theme of the day was Human Connection V Innovative Technology. I see this a lot at conferences, setting up the human connection (social) against the machine (AI). I think this is ALL wrong. It is, and has always been a dialectic, human connection (social) PLUS the machine. Everyone had a smartphone, most use it for work, comms and social media. The binary between human and tech has long disappeared.

Techno-Social Engineering: Why the Future May Not Be Human, TikTok’s Powerful ForYou Algorithm, & More — from by Misha Da Vinci

Things to consider as you dive into this edition:

As we increasingly depend on technology, how is it changing us?
In the interaction between humans and technology, who is adapting to whom?
Is the technology being built for humans, or are we being changed to fit into tech systems?
As time passes, will we become more like robots or the AI models we use?
Over the next 30 years, as we increasingly interact with technology, who or what will we become?

It’s been an insane week for AI (part 2)

Here are 14 most impressive reveals from this week:

1/ China just released OpenAI’s Sora rival “Vidu” which can create realistic clips in seconds.pic.twitter.com/MnTv9Wxpef

— Barsee ? (@heyBarsee) April 27, 2024

Reid Hoffman meets his AI twin

On 04/30/2024, in Artificial Intelligence/Agents/LLMs/and Related, bots, communications, content development, aggregation, repositories, digital audio, digital video, education, education technology, educational games / serious games, emerging technologies, Emotion, engagement / engaging students, experimentation, future, game-changing environment, higher education, history, human-computer interaction (HCI), ideas, innovation, instructional design, intelligent systems, intelligent tutoring, interactivity, K-12 related, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, liberal arts, lifelong learning, Microsoft, multimedia, Natural Language Processing (NLP), platforms, play, United States, universities, user experience (UX), vision/possibilities, youth, by Daniel Christian

Description:

I recently created an AI version of myself—REID AI—and recorded a Q&A to see how this digital twin might challenge me in new ways. The video avatar is generated by Hour One, its voice was created by Eleven Labs, and its persona—the way that REID AI formulates responses—is generated from a custom chatbot built on GPT-4 that was trained on my books, speeches, podcasts and other content that I’ve produced over the last few decades. I decided to interview it to test its capability and how closely its responses match—and test—my thinking. Then, REID AI asked me some questions on AI and technology. I thought I would hate this, but I’ve actually ended up finding the whole experience interesting and thought-provoking.

From DSC:
This ability to ask questions of a digital twin is very interesting when you think about it in terms of “interviewing” a historical figure. I believe character.ai provides this kind of thing, but I haven’t used it much.

AI Resources and Teaching [Kent State U] + other items re: AI in our learning ecosystems

On 04/16/2024, in adjunct faculty, art, Artificial Intelligence/Agents/LLMs/and Related, bots, colleges, communities of practice, community colleges, computer science, content development, aggregation, repositories, design, digital audio, digital learning, digital storytelling, digital video, education technology, emerging technologies, engagement / engaging students, experimentation, faculty/staff, future, future of higher education, game-changing environment, Google, higher education, human-computer interaction (HCI), IBM, ideas, innovation, instructional design, intelligent systems, intelligent tutoring, IT in HE, learning agents, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, liberal arts, media/film, Microsoft, multimedia, music, Natural Language Processing (NLP), new media literacies, online media, online tutoring, Open AI, open courseware and systems, pedagogy, platforms, productivity / tips and tricks, teaching & learning, tools, United States, universities, vendors, by Daniel Christian

AI RESOURCES AND TEACHING (Kent State University) — from aiadvisoryboards.wordpress.com

AI Resources and Teaching | Kent State University offers valuable resources for educators interested in incorporating artificial intelligence (AI) into their teaching practices. The university recognizes that the rapid emergence of AI tools presents both challenges and opportunities in higher education.

The AI Resources and Teaching page provides educators with information and guidance on various AI tools and their responsible use within and beyond the classroom. The page covers different areas of AI application, including language generation, visuals, videos, music, information extraction, quantitative analysis, and AI syllabus language examples.

A Cautionary AI Tale: Why IBM’s Dazzling Watson Supercomputer Made a Lousy Tutor — from the74million.org by Greg Toppo
With a new race underway to create the next teaching chatbot, IBM’s abandoned 5-year, $100M ed push offers lessons about AI’s promise and its limits.

For all its jaw-dropping power, Watson the computer overlord was a weak teacher. It couldn’t engage or motivate kids, inspire them to reach new heights or even keep them focused on the material — all qualities of the best mentors.

It’s a finding with some resonance to our current moment of AI-inspired doomscrolling about the future of humanity in a world of ascendant machines. “There are some things AI is actually very good for,” Nitta said, “but it’s not great as a replacement for humans.”

His five-year journey to essentially a dead-end could also prove instructive as ChatGPT and other programs like it fuel a renewed, multimillion-dollar experiment to, in essence, prove him wrong.
…

To be sure, AI can do sophisticated things such as generating quizzes from a class reading and editing student writing. But the idea that a machine or a chatbot can actually teach as a human can, he said, represents “a profound misunderstanding of what AI is actually capable of.”

Nitta, who still holds deep respect for the Watson lab, admits, “We missed something important. At the heart of education, at the heart of any learning, is engagement. And that’s kind of the Holy Grail.”

From DSC:
This is why the vision that I’ve been tracking and working on has always said that HUMAN BEINGS will be necessary — they are key to realizing this vision. Along these lines, here’s a relevant quote:

Another crucial component of a new learning theory for the age of AI would be the cultivation of “blended intelligence.” This concept recognizes that the future of learning and work will involve the seamless integration of human and machine capabilities, and that learners must develop the skills and strategies needed to effectively collaborate with AI systems. Rather than viewing AI as a threat to human intelligence, a blended intelligence approach seeks to harness the complementary strengths of humans and machines, creating a symbiotic relationship that enhances the potential of both.

Per Alexander “Sasha” Sidorkin, Head of the National Institute on AI in Society at California State University Sacramento.

Amid explosive demand, America is running out of power — from washingtonpost.com by Evan Halper
AI and the boom in clean-tech manufacturing are pushing America’s power grid to the brink. Utilities can’t keep up.

Vast swaths of the United States are at risk of running short of power as electricity-hungry data centers and clean-technology factories proliferate around the country, leaving utilities and regulators grasping for credible plans to expand the nation’s creaking power grid.
…
A major factor behind the skyrocketing demand is the rapid innovation in artificial intelligence, which is driving the construction of large warehouses of computing infrastructure that require exponentially more power than traditional data centers. AI is also part of a huge scale-up of cloud computing. Tech firms like Amazon, Apple, Google, Meta and Microsoft are scouring the nation for sites for new data centers, and many lesser-known firms are also on the hunt.

The Obscene Energy Demands of A.I. — from newyorker.com by Elizabeth Kolbert
How can the world reach net zero if it keeps inventing new ways to consume energy?

“There’s a fundamental mismatch between this technology and environmental sustainability,” de Vries said. Recently, the world’s most prominent A.I. cheerleader, Sam Altman, the C.E.O. of OpenAI, voiced similar concerns, albeit with a different spin. “I think we still don’t appreciate the energy needs of this technology,” Altman said at a public appearance in Davos. He didn’t see how these needs could be met, he went on, “without a breakthrough.” He added, “We need fusion or we need, like, radically cheaper solar plus storage, or something, at massive scale—like, a scale that no one is really planning for.”

A generative AI reset: Rewiring to turn potential into value in 2024 — from mckinsey.com by Eric Lamarre, Alex Singla, Alexander Sukharevsky, and Rodney Zemmel; via Philippa Hardman
The generative AI payoff may only come when companies do deeper organizational surgery on their business.

Figure out where gen AI copilots can give you a real competitive advantage
Upskill the talent you have but be clear about the gen-AI-specific skills you need
Form a centralized team to establish standards that enable responsible scaling
Set up the technology architecture to scale
Ensure data quality and focus on unstructured data to fuel your models
Build trust and reusability to drive adoption and scale

AI Prompt Engineering Is Dead Long live AI prompt engineering — from spectrum.ieee.org

Since ChatGPT dropped in the fall of 2022, everyone and their donkey has tried their hand at prompt engineering—finding a clever way to phrase your query to a large language model (LLM) or AI art or video generator to get the best results or sidestep protections. The Internet is replete with prompt-engineering guides, cheat sheets, and advice threads to help you get the most out of an LLM.
…
However, new research suggests that prompt engineering is best done by the model itself, and not by a human engineer. This has cast doubt on prompt engineering’s future—and increased suspicions that a fair portion of prompt-engineering jobs may be a passing fad, at least as the field is currently imagined.

What the birth of the spreadsheet teaches us about generative AI — from timharford.com by Tim Harford; via Sam DeBrule

There is one very clear parallel between the digital spreadsheet and generative AI: both are computer apps that collapse time. A task that might have taken hours or days can suddenly be completed in seconds. So accept for a moment the premise that the digital spreadsheet has something to teach us about generative AI. What lessons should we absorb?

It’s that pace of change that gives me pause. Ethan Mollick, author of the forthcoming book Co-Intelligence, tells me “if progress on generative AI stops now, the spreadsheet is not a bad analogy”. We’d get some dramatic shifts in the workplace, a technology that broadly empowers workers and creates good new jobs, and everything would be fine. But is it going to stop any time soon? Mollick doubts that, and so do I.

Text to video via OpenAI’s Sora. (I had taken this screenshot on the 15th, but am posting it now.)

We’re teaching AI to understand and simulate the physical world in motion, with the goal of training models that help people solve problems that require real-world interaction.

Introducing Sora, our text-to-video model. Sora can generate videos up to a minute long while maintaining visual quality and adherence to the user’s prompt.

Along these lines, also see:

Pika; via Superhuman AI

? BREAKING: OpenAI just announced their new Text-To-Video model called Sora.

Look at these 10 insane examples:

1. Space movie trailer featuring a man wearing a red wool knitted motorcycle helmet pic.twitter.com/Z8ezF69Tar

— Alvaro Cintas (@dr_cintas) February 15, 2024

An Ivy League school just announced its first AI degree — from qz.com by Michelle Cheng; via Barbara Anna Zielonka on LinkedIn
It’s a sign of the times. At the same time, AI talent is scarce

At the University of Pennsylvania, undergraduate students in its school of engineering will soon be able to study for a bachelor of science degree in artificial intelligence.

What can one do with an AI degree? The University of Pennsylvania says students will be able to apply the skills they learn in school to build responsible AI tools, develop materials for emerging chips and hardware, and create AI-driven breakthroughs in healthcare through new antibiotics, among other things.

Google Pumps $27 Million Into AI Training After Microsoft Pledge—Here’s What To Know — from forbes.com by Robert Hart

Google on Monday announced plans to help train people in Europe with skills in artificial intelligence, the latest tech giant to invest in preparing workers and economies amid the disruption brought on by technologies they are racing to develop.

The Exhausting Pace of AI: Google’s Ultra Leap — from marcwatkins.substack.com by Marc Watkins

The acceleration of AI deployments has gotten so absurdly out of hand that a draft post I started a week ago about a new development is now out of date.
…
The Pace is Out of Control
A mere week since Ultra 1.0’s announcement, Google has now introduced us to Ultra 1.5, a model they are clearly positioning to be the leader in the field. Here is the full technical report for Gemini Ultra 1.5, and what it can do is stunning.

Maryville Announces $21 Million Investment in AI and New Technologies Amidst Record Growth — from maryville.edu; via Arthur “Art” Fredrich on LinkedIn

[St. Louis, MO, February 14, 2024] – In a bold move that counters the conventions of more traditional schools, Maryville University has unveiled a substantial $21 million multi-year investment in artificial intelligence (AI) and cutting-edge technologies. This groundbreaking initiative is set to transform the higher education experience to be powered by the latest technology to support student success and a five-star experience for thousands of students both on-campus and online.

Conversational & Experiential: The New Duality of Learning — from learningguild.com by Markus Bernhardt

Excerpt (emphasis DSC):

The future of corporate learning and development (L&D) is being profoundly reshaped by the progress we are witnessing in artificial intelligence (AI). The increasing availability of new technologies and tools is causing L&D leaders and their teams to rethink their strategy and processes, and even their team structure. The resulting shift, already gaining momentum, will soon move us toward a future where learning experiences are deeply personal, interactive, and contextually rich.

The technological advancements at the forefront of this revolution:

Allow us to create high-quality content faster and at a fraction of the cost previously experienced.
Provide us with a range of new modalities of delivery, such as chat interfaces, as well as immersive and experiential simulations and games.
Enable us to transform learning and training more and more into a journey uniquely tailored to each individual’s learning path, strengths, weaknesses, and confidence levels.

We are already seeing signs of the immediate future—one where AI will adapt not only content but the entire learner experience, on-the-fly and aligned with the needs and requirements of the learner at a specific moment of need.

Harnessing AI in L&D: Reviewing 2023 & Imagining the Future — from learningguild.com by Juan Naranjo

Excerpt (emphasis DSC):

AI-assisted design & development work: A dramatic shift
This prediction was right. There has been a seismic shift in instructional design, and the role is evolving toward content curation, editing, and resource orchestration. Critical thinking skills are becoming more important than ever to make sure that the final learning asset is accurate. All of this is happening thanks to AI tools like:

Adobe Firefly…
ChatGPT…
Another tool, one that isn’t usually part of the L&D ecosystem, is Microsoft’s Azure AI Services…

Early estimates indicate these improvements save between 30 percent and 60 percent of development time.

As a reminder, meta-learning, in this context, refers to tools that serve up experiences to learners based on their preferences, needs, and goals. It is the superstructure behind the content assets (e.g., programs, courses, articles, videos, etc.) that assembles everything into a coherent, and purposeful, body of knowledge for the users.

“Your guide to AI: February 2024” [Benaich & Chalmers] + other items re: AI in general

On 02/05/2024, in Amazon, Artificial Intelligence/Agents/LLMs/and Related, digital video, emerging technologies, Google, Microsoft, multimedia, platforms, United States, vendors, by Daniel Christian

Your guide to AI: February 2024 — from nathanbenaich.substack.com by Nathan Benaich & Alex Chalmers

Areas covered include:

Policy
The (geo)politics of AI
Hardware
Big tech start-ups
Research
Startups
Exits

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Text-to-Video with Google’s Lumiere

Introducing Lumiere ??

The new video diffusion model we’ve been working on @GoogleAI

* Text-to-Video
* Image-to-Video
* Stylized Generation
* Inpainting
* Cinemagraphs
and more ?

W/ amazing team incl. @hila_chefer @omer_tov @InbarMosseri @talidekel @DeqingSun @oliver_wang2 pic.twitter.com/jEQcFo26Gm

— Omer Bar Tal (@omerbartal) January 24, 2024

Amazon announces Rufus, a new generative AI-powered conversational shopping experience — from aboutamazon.com by Rajiv Mehta

Rufus is an expert shopping assistant trained on Amazon’s product catalog and information from across the web to answer customer questions on shopping needs, products, and comparisons, make recommendations based on this context, and facilitate product discovery in the same Amazon shopping experience customers use regularly.

Launching [2/1/24] in beta to a small subset of customers in Amazon’s mobile app, Rufus will progressively roll out to additional U.S. customers in the coming weeks.

“Unlocking productivity and personalizing learning with AI” [Microsoft Education Team] + other items related to AI in our LEs

On 01/21/2024, in 24x7x365 access, adjunct faculty, Artificial Intelligence/Agents/LLMs/and Related, colleges, community colleges, education technology, emerging technologies, experimentation, faculty/staff, future of higher education, game-changing environment, higher education, instructional design, intelligent systems, intelligent tutoring, learning agents, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, Microsoft, personalized/customized learning, platforms, productivity / tips and tricks, reading, teachers, teaching & learning, tools, United States, universities, writing, by Daniel Christian

Unlocking productivity and personalizing learning with AI — from educationblog.microsoft.com by Microsoft Education Team

Today, we’re announcing the next wave of AI innovations from Microsoft Education that will help unlock productivity and personalize learning. This includes expanded Copilot for Microsoft 365 availability and Loop coming to education. We’re also sharing news about AI built for education such as Reading Coach and features designed to free up time for educators and personalize learning. As part of our continued work to build AI literacy, we’ve launched our latest course for educators and a new learning path on Microsoft Learn. And earlier this week we outlined Microsoft’s position and themes for policymakers to consider around advancing youth online safety and wellness.

With the latest AI technology, we have an opportunity to provide learners with personalized, engaging, and transformative reading experiences. Reading Coach, a Learning Accelerator now powered by generative AI, does just that. You can sign up for a preview of Reading Coach today and try it for yourself at coach.microsoft.com.

Recap: Winter AI Institute for Teachers — from umcetl.substack.com

Last week, CETL partnered with the Department of Writing and Rhetoric to offer a second iteration of the AI Institute for Teachers to an audience of UM instructors from across disciplines. Nearly 60 faculty from 26 different departments and schools attended the three-day event. In a wide variety of interactive sessions designed by Institute leader Marc Watkins, participants examined the impact of generative AI on teaching and learning, working in small groups to consider how to approach AI in their own disciplines.

If you’re not a UM faculty member or couldn’t attend the sessions, we have good news! All the materials from the Institute are publicly available at the following links:

And we’ve written a short recap of the Institute here.

Learn with AI — from the University of Maine

Rather than try to ban this technology from classrooms outright, the Learning With AI project asks if this moment offers an opportunity to introduce students to the ethical and economic questions wreaked by these new tools, as well as to experiment with progressive forms of pedagogy that can exploit them.

Your own AI-powered coaching; learn exactly what you need to know for your next job; + AI’s role in skill development

On 01/04/2024, in 21st century, adult learning, Alternatives, Artificial Intelligence/Agents/LLMs/and Related, business, career development, colleges, community colleges, corporate / business world, corporate universities / corporate training, digital learning, education technology, emerging technologies, experimentation, future, future of higher education, game-changing environment, higher education, ideas, innovation, instructional design, intelligent systems, intelligent tutoring, IT in HE, K-12 related, learning, learning agents, learning ecosystem, Learning from the Living [Class] Room, lifelong learning, Microsoft, online learning, online media, online tutoring, organizational change, pace of change, platforms, professional development, reinvent, skills, streams of content, training / L&D, United States, universities, vendors, vision/possibilities, workplace, by Daniel Christian

Learners’ Edition: AI-powered Coaching, Professional Certifications + Inspiring conversations about mastering your learning & speaking skills — from linkedin.com by Tomer Cohen

Excerpts:

1. Your own AI-powered coaching
Learners can go into LinkedIn Learning and ask a question or explain a challenge they are currently facing at work (we’re focusing on areas within Leadership and Management to start). AI-powered coaching will pull from the collective knowledge of our expansive LinkedIn Learning library and, instantaneously, offer advice, examples, or feedback that is personalized to the learner’s skills, job, and career goals.

What makes us so excited about this launch is we can now take everything we as LinkedIn know about people’s careers and how they navigate them and help accelerate them with AI.

…

3. Learn exactly what you need to know for your next job
When looking for a new job, it’s often the time we think about refreshing our LinkedIn profiles. It’s also a time we can refresh our skills. And with skill sets for jobs having changed by 25% since 2015 – with the number expected to increase by 65% by 2030– keeping our skills a step ahead is one of the most important things we can do to stand out.

There are a couple of ways we’re making it easier to learn exactly what you need to know for your next job:

When you set a job alert, in addition to being notified about open jobs, we’ll recommend learning courses and Professional Certificate offerings to help you build the skills needed for that role.

When you view a job, we recommend specific courses to help you build the required skills. If you have LinkedIn Learning access through your company or as part of a Premium subscription, you can follow the skills for the job, that way we can let you know when we launch new courses for those skills and recommend you content on LinkedIn that better aligns to your career goals.

2024 Edtech Predictions from Edtech Insiders — from edtechinsiders.substack.com by Alex Sarlin, Ben Kornell, and Sarah Morin
Omni-modal AI, edtech funding prospects, higher ed wake up calls, focus on career training, and more!

Alex: I talked to the 360 Learning folks at one point and they had this really interesting epiphany, which is basically that it’s been almost impossible for every individual company in the past to create a hierarchy of skills and a hierarchy of positions and actually organize what it looks like for people to move around and upskill within the company and get to new paths.

Until now. AI actually can do this very well. It can take not only job description data, but it can take actual performance data. It can actually look at what people do on a daily basis and back fit that to training, create automatic training based on it.

From DSC:
I appreciated how they addressed K-12, higher ed, and the workforce all in one posting. Nice work. We don’t need siloes. We need more overall design thinking re: our learning ecosystems — as well as more collaborations. We need more on-ramps and pathways in a person’s learning/career journey.

Learning Ecosystems

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