What if you could have a conversation with your notes?That question has consumed a corner of the internet recently, as companies like Dropbox, Box, Notion, and others have built generative AI tools that let you interact with and create new things from the data you already have in their systems.
Google’s version of this is called NotebookLM. It’s an AI-powered research tool that is meant to help you organize and interact with your own notes.
… Right now, it’s really just a prototype, but a small team inside the company has been trying to figure out what an AI notebook might look like.
DC: This is the type of thing that might impact the interface design of future #AI related applications. If so, our current efforts to refine prompts may have a shorter lifespan that we expected.https://t.co/MuNMf2kGwL
— Daniel Christian (he/him/his) (@dchristian5) June 26, 2023
“With Vision Pro, you’re no longer limited by a display,” Apple CEO Tim Cook said, introducing the new headset at WWDC 2023. Unlike earlier mixed reality reports, the system is far more focused on augmented reality than virtual. The company refresh to this new paradigm is “spatial computing.”
“This is the first Apple product you look through and not at.” – Tim Cook
And with those famous words, Apple announced a new era of consumer tech.
Apple’s new headset will operate on VisionOS – its new operating system – and will work with existing iOS and iPad apps. The new OS is created specifically for spatial computing — the blend of digital content into real space.
Vision Pro is controlled through hand gestures, eye movements and your voice (parts of it assisted by AI). You can use apps, change their size, capture photos and videos and more.
From DSC: Time will tell what happens with this new operating system and with this type of platform. I’m impressed with the engineering — as Apple wants me to be — but I doubt that this will become mainstream for quite some time yet. Also, I wonder what Steve Jobs would think of this…? Would he say that people would be willing to wear this headset (for long? at all?)? What about Jony Ive?
I’m sure the offered experiences will be excellent. But I won’t be buying one, as it’s waaaaaaaaay too expensive.
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.
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.
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.
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.
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:
What the economists found offers potentially great news for the economy, at least in one dimension that is crucial to improving our living standards: AI caused a group of workers to become much more productive. Backed by AI, these workers were able to accomplish much more in less time, with greater customer satisfaction to boot. At the same time, however, the study also shines a spotlight on just how powerful AI is, how disruptive it might be, and suggests that this new, astonishing technology could have economic effects that change the shape of income inequality going forward.
The article links to: Generative AI at Work — from nber.org by Erik Brynjolfsson, Danielle Li & Lindsey R. Raymond
We study the staggered introduction of a generative AI-based conversational assistant using data from 5,179 customer support agents. Access to the tool increases productivity, as measured by issues resolved per hour, by 14 percent on average, with the greatest impact on novice and low-skilled workers, and minimal impact on experienced and highly skilled workers. We provide suggestive evidence that the AI model disseminates the potentially tacit knowledge of more able workers and helps newer workers move down the experience curve. In addition, we show that AI assistance improves customer sentiment, reduces requests for managerial intervention, and improves employee retention.
If people can’t navigate your website, they can’t use it — and you miss an opportunity to connect with your audience.
Navigation controls can present a significant barrier to people with disabilities, making it difficult for them to find and interact with the content they need.
The Web Content Accessibility Guidelines (WCAG) includes a list of success criteria to ensure that navigation controls are operable (they don’t require interactions that a user can’t perform). These criteria are put in place to assist users with a wide variety of abilities, including individuals who use assistive technologies (AT).
If you’re new to web accessibility, WCAG’s requirements may seem overwhelming. Fortunately, they’re based on simple principles — and by understanding a few basic concepts, you can avoid common mistakes.
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:
[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.
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:
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…
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:
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.
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.
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.
Copilot in Word writes, edits, summarizes and creates right alongside people as they work.
Copilot in PowerPoint enables the creation process by turning ideas into a designed presentation through natural language commands.
Copilot in Excel helps unlock insights, identify trends or create professional-looking data visualizations in a fraction of the time.
Copilot in Outlook can help synthesize and manage the inbox to allow more time to be spent on actually communicating.
Copilot in Teams makes meetings more productive with real-time summaries and action items directly in the context of the conversation.
Copilot in Power Platform will help developers of all skill levels accelerate and streamline development with low-code tools with the introduction of two new capabilities within Power Apps and Power Virtual Agents.
Business Chat brings together data from across documents, presentations, email, calendar, notes and contacts to help summarize chats, write emails, find key dates or even write a plan based on other project files.
“Today marks the next major step in the evolution of how we interact with computing, which will fundamentally change the way we work and unlock a new wave of productivity growth,” said Satya Nadella, Chairman and CEO, Microsoft. “With our new copilot for work, we’re giving people more agency and making technology more accessible through the most universal interface — natural language.”
Copilot is integrated into Microsoft 365 in two ways. It works alongside you, embedded in the Microsoft 365 apps you use every day—Word, Excel, PowerPoint, Outlook, Teams, and more—to unleash creativity, unlock productivity, and uplevel skills. Today, we’re also announcing an entirely new experience: Business Chat. Business Chat works across the LLM, the Microsoft 365 apps, and your data—your calendar, emails, chats, documents, meetings, and contacts—to do things you’ve never been able to do before. You can give it natural language prompts like “tell my team how we updated the product strategy” and it will generate a status update based on the morning’s meetings, emails, and chat threads.
As we embark on this next journey, we will be bringing these new generative-AI experiences to trusted testers on a rolling basis throughout the year, before making them available publicly.
With these features, you’ll be able to:
draft, reply, summarize, and prioritize your Gmail
brainstorm, proofread, write, and rewrite in Docs
bring your creative vision to life with auto-generated images, audio, and video in Slides
go from raw data to insights and analysis via auto-completion, formula generation, and
contextual categorization in Sheets
generate new backgrounds and capture notes in Meet
enable workflows for getting things done in Chat
Here’s a look at the first set of AI-powered features, which make writing even easier.
9 ways ChatGPT will help CIOs — from enterprisersproject.com by Katie Sanders What are the potential benefits of this popular tool? Experts share how it can help CIOs be more efficient and bring competitive differentiation to their organizations.
Excerpt:
Don’t assume this new technology will replace your job. As Mark Lambert, a senior consultant at netlogx, says, “CIOs shouldn’t view ChatGPT as a replacement for humans but as a new and exciting tool that their IT teams can utilize. From troubleshooting IT issues to creating content for the company’s knowledge base, artificial intelligence can help teams operate more efficiently and effectively.”
While the promise of an inherently competent, eminently intuitive voice assistant — a flawless butler for your home — is very appealing, I fear the reality could be more Space Odyssey than Downton Abbey. But let’s see if I’m proven wrong.
The company claims that its VR training program can be used to prepare users for a wide variety of challenging scenarios, whether you’re a recent college graduate preparing for a difficult job interview or a manager simulating a particularly tough performance review. Users can customize their experiences depending on their role and receive real-time feedback based on their interactions with the AI.
From DSC: Below are some example topics/articles involving healthcare and AI.
Role of AI in Healthcare — from doctorsexplain.media The role of Artificial Intelligence (AI) in healthcare is becoming increasingly important as technology advances. AI has the potential to revolutionize the healthcare industry, from diagnosis and treatment to patient care and management. AI can help healthcare providers make more accurate diagnoses, reduce costs, and improve patient outcomes.
About six in 10 U.S. adults said they would feel uncomfortable if their provider used artificial intelligence tools to diagnose them and recommend treatments in a care setting, according to a survey from the Pew Research Center.
Some 38% of respondents said using AI in healthcare settings would lead to better health outcomes while 33% said it would make them worse, and 27% said it wouldn’t make much of a difference, the survey found.
Ultimately, men, younger people and those with higher education levels were the most open to their providers using AI.
But – and it’s a big “but” – the information these digital assistants provide might be more inaccurate and misleading than basic internet searches.
“I see no potential for it in medicine,” said Emily Bender, a linguistics professor at the University of Washington. By their very design, these large-language technologies are inappropriate sources of medical information, she said.
Others argue that large language models could supplement, though not replace, primary care.
“A human in the loop is still very much needed,” said Katie Link, a machine learning engineer at Hugging Face, a company that develops collaborative machine learning tools.
Link, who specializes in health care and biomedicine, thinks chatbots will be useful in medicine someday, but it isn’t yet ready.
From DSC:
Check this confluence of emerging technologies out!
Natural language interfaces have truly arrived. Here’s ChatARKit: an open source demo using #chatgpt to create experiences in #arkit. How does it work? Read on. (1/) pic.twitter.com/R2pYKS5RBq
How to spot AI-generated text— from technologyreview.com by Melissa Heikkilä The internet is increasingly awash with text written by AI software. We need new tools to detect it.
Excerpt:
This sentence was written by an AI—or was it? OpenAI’s new chatbot, ChatGPT, presents us with a problem: How will we know whether what we read online is written by a human or a machine? …
“If you have enough text, a really easy cue is the word ‘the’ occurs too many times,” says Daphne Ippolito, a senior research scientist at Google Brain, the company’s research unit for deep learning.
…
“A typo in the text is actually a really good indicator that it was human-written,” she adds.
As we near the end of 2022, it’s a great time to look back at some of the top technologies that have emerged this year. From AI and virtual reality to renewable energy and biotechnology, there have been a number of exciting developments that have the potential to shape the future in a big way. Here are some of the top technologies that have emerged in 2022:
Therefore, when adopting mobile AR to improve job performance, L&D professionals need to shift their mindset from offering training with AR alone to offering performance support with AR in the middle of the workflow.
The learning director from a supply chain industry pointed out that “70 percent of the information needed to build performance support systems already exists. The problem is it is all over the place and is available on different systems.”
It is the learning and development professional’s job to design a solution with the capability of the technology and present it in a way that most benefits the end users.
All participants revealed that mobile AR adoption in L&D is still new, but growing rapidly. L&D professionals face many opportunities and challenges. Understanding the benefits, challenges and opportunities of mobile AR used in the workplace is imperative.
A brief insert from DSC: Augmented Reality (AR) is about to hit the mainstream in the next 1-3 years. It will connect the physical world with the digital world in powerful, helpful ways (and likely in negative ways as well). I think it will be far bigger and more commonly used than Virtual Reality (VR). (By the way, I’m also including Mixed Reality (MR) within the greater AR domain.) With Artificial Intelligence (AI) making strides in object recognition, AR could be huge.
Learning & Development groups should ask for funding soon — or develop proposals for future funding as the new hardware and software products mature — in order to upskill at least some members of their groups in the near future.
As within Teaching & Learning Centers within higher education, L&D groups need to practice what they preach — and be sure to train their own people as well.
Implementing UDL with a Focus on Accessibility UDL is a proven methodology that benefits all students, but when instructors embrace universal design, they need to consider how their decisions will affect students with disabilities.
Some key considerations to keep in mind:
Instructional materials should not require a certain type of sensory perception.
A presentation that includes images should have accurate alternative text (also called alt text) for those images.
Transcripts and captions should be provided for all audio content.
Color alone should not be used to convey information, since some students may not perceive color (or have different cultural understandings of colors).
Student presentations should also follow accessibility guidelines. This increases the student’s workload, but it’s an excellent opportunity to teach the importance of accessibility.
From DSC: I received an email the other day re: aTytoCare Exam Kit.It said (with some emphasis added by me):
With a TytoCare Exam Kit connected to Spectrum Health’s 24/7 Virtual Urgent Care, you and your family can have peace of mind and a quick, accurate diagnosis and treatment plan whenever you need it without having to leave your home.
Your TytoCare Exam Kit will allow your provider to listen to your lungs, look inside your ears or throat, check your temperature, and more during a virtual visit.
Why TytoCare?
Convenience – With a TytoCare Exam Kit and our 24/7/365 On-Demand Virtual Urgent Care there is no drive, no waiting room, no waiting for an appointment.
Peace of Mind – Stop debating about whether symptoms are serious enough to do something about them.
Savings – Without the cost of gas or taking off work, you get the reliable exams and diagnosis you need. With a Virtual Urgent Care visit you’ll never pay more than $50. That’s cheaper than an in-person urgent care visit, but the same level of care.
From DSC:
It made me reflect on what #telehealth has morphed into these days. Then it made me wonder (again), what #telelegal might become in the next few years…? Hmmm. I hope the legal field can learn from the healthcare industry. It could likely bring more access to justice (#A2J), increased productivity (for several of the parties involved), as well as convenience, peace of mind, and cost savings.
Magnifier has a new Door Detection optionon iOS 16, which helps blind and low-vision users locate entryways when they arrive at their destination. The tool can tell you how far away the door is, if the door is open or closed, how to open it (push it, turn the knob, pull the handle, etc.), what any signs say (like room numbers), what any symbols mean (like people icons for restrooms), and more.
From DSC: By the way, this kind of feature would be great to work in tandem with devices such as the Double Robotics Telepresence Robot — i.e., using Machine-to-Machine (M2M) communications to let the robot and automatic doors communicate with each other so that remote students can “get around on campus.”
Along the lines of accessibility-related items, also relevant/see:
Microsoft has announced a sign language view for Teams to help signers and others who use sign language. The information on screen will be prioritised on centre stage, in a consistent location, throughout every meeting.
When sign language view is enabled, the prioritised video streams automatically appear at the right aspect ratio and at the highest available quality. Like pinning and captioning, sign language view is personal to each user and will not impact what others see in the meeting.
