health - Learning Ecosystems

Some interesting AI-based listings/resources

On 07/17/2023, in 21st century, 24x7x365 access, adjunct faculty, Artificial Intelligence / Machine Learning / Deep Learning / Algorithms, communities of practice, content development, aggregation, repositories, copyright/ownership/NFTs, corporate universities / corporate training, digital audio, digital storytelling, digital video, drama/theater, education technology, faculty, future, future of higher education, game-changing environment, health, higher education, homeschooling/homeschoolers, human-computer interaction (HCI), ideas, innovation, instructional design, intelligent systems, intelligent tutoring, IT in HE, K-12 related, law schools, learning, learning agents, learning ecosystem, Learning Experience Design, music, productivity / tips and tricks, teachers, teaching & learning, tools, UK, United States, universities, vendors, by Daniel Christian

Teaching Assistants that Actually Assist Instructors with Teaching — from opencontent.org by David Wiley

“…what if generative AI could provide every instructor with a genuine teaching assistant – a teaching assistant that actually assisted instructors with their teaching?”

Assignment Makeovers in the AI Age: Reading Response Edition — from derekbruff.org by Derek Bruff

For my cryptography course, Mollick’s first option would probably mean throwing out all my existing reading questions. My intent with these reading questions was noble, that is, to guide students to the big questions and debates in the field, but those are exactly the kinds of questions for which AI can write decent answers. Maybe the AI tools would fare worse in a more advanced course with very specialized readings, but in my intro to cryptography course, they can handle my existing reading questions with ease.

What about option two? I think one version of this would be to do away with the reading response assignment altogether.

4 Steps to Help You Plan for ChatGPT in Your Classroom — from chronicle.com by Flower Darby
Why you should understand how to teach with AI tools — even if you have no plans to actually use them.

Some items re: AI in other areas:

15 Generative AI Tools A billion+ people will be collectively using very soon. I use most of them every day — from stefanbauschard.substack.com by Stefan Bauschard
ChatGPT, Bing, Office Suite, Google Docs, Claude, Perplexity.ai, Plug-Ins, MidJourney, Pi, Runway, Bard, Bing, Synthesia, D-ID

The Future of AI in Video: a look forward — from provideocoalition.com by Iain Anderson

Actors say Hollywood studios want their AI replicas — for free, forever — from theverge.com by Andrew Webster; resource from Tom Barrett

Along these lines of Hollywood and AI, see this Tweet:

Hollywood is BROKEN.

Striking alone won’t fix it.

A whole new business model is required? pic.twitter.com/qmRyw5FFUj

— Misha (@mishadavinci) July 16, 2023

Claude 2: ChatGPT rival launches chatbot that can summarise a novel –from theguardian.com by Dan Milmo; resource from Tom Barrett
Anthropic releases chatbot able to process large blocks of text and make judgments on what it is producing

Generative AI imagines new protein structures — from news.mit.edu by Rachel Gordon; resource from Sunday Signal
MIT researchers develop “FrameDiff,” a computational tool that uses generative AI to craft new protein structures, with the aim of accelerating drug development and improving gene therapy.

Google’s medical AI chatbot is already being tested in hospitals — from theverge.com by Wes Davis; resource via GSV

Ready to Sing Elvis Karaoke … as Elvis? The Weird Rise of AI Music — from rollingstone.com by Brian Hiatt; resource from Misha da Vinci
From voice-cloning wars to looming copyright disputes to a potential flood of nonhuman music on streaming, AI is already a musical battleground

The Ultimate Tier List Of Digital Health Technologies [Koncz]

On 07/14/2023, in health, tools, vendors, wearables, by Daniel Christian

The Ultimate Tier List Of Digital Health Technologies — from medicalfuturist.com by Andrea Koncz
Dr Mesko ranked 24 digital health technologies to create the ultimate tier list of digital health devices

Reflections on “Introducing Superalignment” + other items re: AI in general

On 07/06/2023, in 21st century, architecture, Artificial Intelligence / Machine Learning / Deep Learning / Algorithms, copyright/ownership/NFTs, design, Europe, future, game-changing environment, health, India, platforms, skills, society, sociology, the downsides of technology, tools, UK, United States, by Daniel Christian

Introducing Superalignment — from openai.com
We need scientific and technical breakthroughs to steer and control AI systems much smarter than us. To solve this problem within four years, we’re starting a new team, co-led by Ilya Sutskever and Jan Leike, and dedicating 20% of the compute we’ve secured to date to this effort. We’re looking for excellent ML researchers and engineers to join us.

Excerpts (emphasis DSC):

How do we ensure AI systems much smarter than humans follow human intent?
…
Currently, we don’t have a solution for steering or controlling a potentially superintelligent AI, and preventing it from going rogue. Our current techniques for aligning AI, such as reinforcement learning from human feedback, rely on humans’ ability to supervise AI. But humans won’t be able to reliably supervise AI systems much smarter than us, and so our current alignment techniques will not scale to superintelligence. We need new scientific and technical breakthroughs.
…
Our goal is to build a roughly human-level automated alignment researcher. We can then use vast amounts of compute to scale our efforts, and iteratively align superintelligence.

From DSC:
Hold up. We’ve been told for years that AI is at the toddler stage. But now assertions are being made that AI systems are smarter than humans — much smarter even. That said, then why is the goal of OpenAI to build a roughly human-level automated alignment researcher if humans aren’t that smart after all…? Which is it? I must be missing or misunderstanding something here…

OpenAI are jumping back on the alignment bandwagon with the brilliantly-named Superalignment Team. And you guessed it – they’re researching alignment of future superintelligent AIs. They reckon that AI can align other AI faster than humans can, and the plan is to build an AI that does just that. Head-spinning stuff…

Ben’s Bites

Plus…

Who else should be on this team? We certainly don’t want a team comprised of just technical people. How about including rabbis, pastors, priests, parents, teachers, professors, social workers, judges, legislators, and many others who can help represent other specialties, disciplines, and perspectives to protect society?

Authors file a lawsuit against OpenAI for unlawfully ‘ingesting’ their books — from theguardian.com by Ella Creamer; via Ben’s Bytes
Mona Awad and Paul Tremblay allege that their books, which are copyrighted, were ‘used to train’ ChatGPT because the chatbot generated ‘very accurate summaries’ of the works
.

How AI is Transforming Workplace Architecture and Design — from workdesign.com by Christian Lehmkuhl

London Futurists | Generative AI drug discovery breakthrough, with Alex Zhavoronkov — from londonfuturists.buzzsprout.com

Alex Zhavoronkov is our first guest to make a repeat appearance, having first joined us in episode 12, last November. We are delighted to welcome him back, because he is doing some of the most important work on the planet, and he has some important news.

In 2014, Alex founded Insilico Medicine, a drug discovery company which uses artificial intelligence to identify novel targets and novel molecules for pharmaceutical companies. Insilico now has drugs designed with AI in human clinical trials, and it is one of a number of companies that are demonstrating that developing drugs with AI can cut the time and money involved in the process by as much as 90%.

Watch This Space: New Field of Spatial Finance Uses AI to Estimate Risk, Monitor Assets, Analyze Claims — from blogs.nvidia.com

When making financial decisions, it’s important to look at the big picture — say, one taken from a drone, satellite or AI-powered sensor.

The emerging field of spatial finance harnesses AI insights from remote sensors and aerial imagery to help banks, insurers, investment firms and businesses analyze risks and opportunities, enable new services and products, measure the environmental impact of their holdings, and assess damage after a crisis.

Secretive hardware startup Humane’s first product is the Ai Pin — from techcrunch.com by Kyle Wiggers; via The Rundown AI

Excerpt:

Humane, the startup launched by ex-Apple design and engineering duo Imran Chaudhri and Bethany Bongiorno, today revealed details about its first product: The Humane Ai Pin.
…
Humane’s product, as it turns out, is a wearable gadget with a projected display and AI-powered features. Chaudhri gave a live demo of the device onstage during a TED Talk in April, but a press release issued today provides a few additional details.

He Spent $140 Billion on AI With Little to Show. Now He Is Trying Again. — from wsj.com by Eliot Brown; via Superhuman
Billionaire Masayoshi Son said he would make SoftBank ‘the investment company for the AI revolution,’ but he missed out on the most recent frenzy

“Stunning”—Midjourney update wows AI artists with camera-like feature — from arstechnica.com by Benj Edwards; via Sam DeBrule from Machine Learnings
Midjourney v5.2 features camera-like zoom control over framing, more realism.

What is AIaaS? Guide to Artificial Intelligence as a Service — from eweek.com by Shelby Hiter
Artificial intelligence as a service, AIaaS, is an outsourced AI service provided by cloud-based AI providers.

AIaaS Definition
When a company is interested in working with artificial intelligence but doesn’t have the in-house resources, budget, and/or expertise to build and manage its own AI technology, it’s time to invest in AIaaS.

Artificial intelligence as a service, or AIaaS, is an outsourced service model AI that cloud-based companies provide to other businesses, giving them access to different AI models, algorithms, and other resources directly through a cloud computing platform; this access is usually managed through an API or SDK connection.

The Rise of the AI Engineer — from latent.space

Boost ChatGPT with new plugins — from wondertools.substack.com by Jeremy Caplan
Wonder Tools | Six new ways to use AI
.

A series re: AI from Jeff Foster out at ProvideoCoalition.com

The AI upskilling imperative to build a future-ready workforce — from businessinsider.com

Excerpts:

Skill development has always been crucial, but recent technological advancements have raised the stakes. We are currently in the midst of the fourth industrial revolution, where automation and breakthroughs in artificial intelligence (AI) are revolutionising the workplace. In this era of quick change and short half-life of skills, upskilling shouldn’t be an afterthought. Instead, reskilling and upskilling have to evolve into requirements for effective professional development.

To understand the significance of upskilling for your career trajectory, it is important to recognise the ever-evolving nature of technology and the rapid pace of digital transformation. Business Insider India has been exploring how businesses and thought leaders are driving innovation by educating their staff on the technologies and skills that will shape the future.

As AI Spreads, Experts Predict the Best and Worst Changes in Digital Life by 2035 — from pewresearch.org by Janna Anderson and Lee Rainie
They have deep concerns about people’s and society’s overall well-being. But they also expect great benefits in health care, scientific advances and education

Table of Contents

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

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

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

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

— Matt Wolfe (@mreflow) May 29, 2023

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

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

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

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

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

— Peter Yang (@petergyang) May 27, 2023

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

The future is already here.

The 1% who understand it will run the world.

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

— Misha (@mishadavinci) May 28, 2023

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

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

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

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

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

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

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

Excerpt:

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

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

Excerpt:

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

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

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

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

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

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

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

Excerpt:

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

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

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

DC: For people who are thinking of going to law school — do YOU know about these things? Go forth with your eyes WIDE OPEN.

On 05/09/2023, in business, Canada, career development, corporate / business world, Emotion, health, law schools, Legal operations, legal reform, legislatures / government / legal, trends, UK, United States, workplace, by Daniel Christian

Send in another victim of industrial disease — from jordanfurlong.substack.com
The legal profession is drowning in psychological and emotional distress. One change, right now, could help save the next generation of lawyers from the flood.

Excerpt:

But don’t make the mistake of thinking this is a problem just at Paul Hastings or in the AmLaw 100. It’s everywhere. Mental distress and emotional anguish are endemic throughout the legal profession, driven by pathologies inextricably intertwined with our malignant cultural impulses and exploitative business models. And it’s getting much worse, very fast.

Take a deep breath, and then work your way through this list of findings from seven separate reports into the legal profession’s state of mental and emotional sickness:

Massachusetts: 77% of lawyers reported burnout from their work; almost half thought about leaving their job. 40% considered leaving the profession entirely due to stress. 7% experienced suicide ideation in the weeks before the survey.
California and DC: Lawyers were twice as likely as the general population to experience thoughts of suicide, and those with high stress were 22 times more likely to have such thoughts.
Midsized law firms: Nearly 3/4 of lawyers, paralegals and administrative professionals at midsized law firms report feeling stress, burnout, or being overwhelmed in the past year.
Canada: 59% of legal professionals report psychological distress. 56% report burnout. 24% say they’ve experienced suicidal thoughts at least once since starting practice.
UK: 62% of lawyers have experienced burnout as a result of their work in the last year. 57% put “an unmanageable caseload” at the top of their list of stressors at work, followed by a lack of work/life balance (42%).
In-house counsel: Legal department lawyers face burnout and attrition internally, and supply chain issues and high inflation externally. “The environment legal departments are operating in now is an extremely challenging one.”
Law students: Over 75% reported increased anxiety because of law school-related issues; over 50% reported experiencing depression. A majority reported experiencing anxiety (77%), disrupted sleep (71%), and depression (51%).

Every one of the percentages laid out above is higher for new lawyers, higher for women, higher for visible minorities, and higher for members of the LGBTQ+ community. And all but one of these reports were released just in the first two months of 2023.

From DSC:
One of the enormous surprises that I learned about while working at a law school (from 2018-2021) is the state of mental health within the legal industry. It’s not good. Beware!

Students in college — or to anyone who is thinking about entering law school and then practicing some area of law — get educated on things. Talk to lawyers of all kinds — especially in the area(s) that you are thinking of going into.

Then go forward into your decision with your eyes wide open. Know that you will need to put up some serious boundaries; if you don’t do that, you too may suffer the consequences that many lawyers have had to deal with.

I caught up with an old college friend of mine a year or so ago. He was absolutely exhausted. He was emotionally at the end of his rope. He was the owner of his own law firm and was working non-stop. He didn’t want to disappoint his clients, so he kept saying yes to things…to almost everything in fact. He later got out of owning his own firm — thank God — and went to work for an insurance company.

Furlong: Law school curricula and bar admission programs in every jurisdiction should be upgraded, starting today, to include significant instruction to aspiring lawyers about the deadly serious threats to their lives and health posed by choosing a legal career.

I just want to pass this along because I don’t think many younger students realize the state of mental health and stress within the legal field. And while you’re reflecting on that, you should also pulse-check how AI is impacting the legal field. Along these lines — and also from Jordan Furlong — see:

In the post-AI legal world, what will lawyers do?
Legally trained generative AI will “free up” lawyers by taking away millions of hours of work. The profession’s future depends on what comes after that.

5 AI-Driven Healthcare Trends and Solutions in 2023 [Evstiukhin]

On 04/03/2023, in Artificial Intelligence / Machine Learning / Deep Learning / Algorithms, emerging technologies, health, trends, vendors, by Daniel Christian

5 AI-Driven Healthcare Trends and Solutions in 2023 — from hitconsultant.net by Dmitrii Evstiukhin

Excerpt:

Healthcare enterprises are quickly embracing artificial intelligence solutions to mitigate loss, streamline operations, improve efficiency, and enhance customer service.

Learn about the latest trends and solutions in healthcare AI, obstacles to AI adoption, and how artificial intelligence is rapidly transforming standards of patient care in 2023.

VR & robotics could be the future of medical training [Melnick]

On 04/01/2023, in Canada, collaboration, education technology, emerging technologies, experimentation, future, health, robotics, science, simulations, UK, United States, vendors, Virtual Reality (VR) / worlds / learning, vision/possibilities, XR - extended reality, by Daniel Christian

VR & robotics could be the future of medical training — from vrscout.com by Kyle Melnick
FundamentalVR is partnering with Haply Robotics to provide more realistic VR surgical simulations.

VR & Robotics Could Be The Future Of Medical Training

Also relevant/see:

“Before ChatGPT and After GPT” [Makadia] + other AI and ChatGPT-related items

On 02/28/2023, in 21st century, 24x7x365 access, Artificial Intelligence / Machine Learning / Deep Learning / Algorithms, emerging technologies, future, health, Natural Language Processing (NLP), tools, usability, user experience (UX), Virtual Reality (VR) / worlds / learning, vision/possibilities, voice recognition / voice enabled interfaces, XR - extended reality, by Daniel Christian

Before ChatGPT ??

Research:
Read articles from multiple sites.

Marketing:
Read articles from multiple sites.

Copywriting:
Read articles from multiple sites.

After ChatGPT ??

Do Anything:
Ask the right prompts [ The most valuable skill in 2023 ]

— Harsh Makadia (@MakadiaHarsh) February 23, 2023

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.”

ChatGPT has limits.

But there are tools that doesn’t have.

Here’re 8 AI tools you should know about in 2023:

Via lhtesham Haider

— Steve Nouri (@SteveNouri) February 24, 2023

Would you let ChatGPT control your smart home? — from theverge.com by

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.

How ChatGPT Is Being Used To Enhance VR Training — from vrscout.com by Kyle Melnick

Excerpt:

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.

60% of patients uncomfortable with AI in healthcare settings, survey finds — from healthcaredive.com by Hailey Mensik

Dive Brief:

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.

The Rise of the Superclinician – How Voice AI Can Improve the Employee Experience in Healthcare — from medcitynews.com by Tomer Garzberg
Voice AI is the new frontier in healthcare. With its constantly evolving landscape, the healthcare […]

Excerpt:

Voice AI can generate up to 30% higher clinician productivity, by automating these healthcare use cases

Updating records
Provider duress
Platform orchestration
Shift management
Client data handoff
Home healthcare
Maintenance
Equipment ordering
Meal preferences
Case data queries
Patient schedules
Symptom logging
Treatment room setup
Patient condition education
Patient support recommendations
Medication advice
Incident management
… and many more

ChatGPT is poised to upend medical information. For better and worse. — from usatoday.com by Karen Weintraub

Excerpt:

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.

Everything that happened in AI this January. [Lior] + a sneak peak into the future of medicine…?

On 02/04/2023, in Artificial Intelligence / Machine Learning / Deep Learning / Algorithms, bots, emerging technologies, health, by Daniel Christian

Everything that happened in AI this January.

Ready for February? pic.twitter.com/dWwuIYmXB7

— Lior? (@AlphaSignalAI) February 2, 2023

Also from Lior see:

This is a sneak peak into the future of medicine..

GlassAI launched an LLM-based tool capable of generating a diagnosis or clinical plan based on symptoms.

Also, ChatGPT recently passed the US Medical Licensing Exam.

Demo: https://t.co/Ij95Nx9Mo3 @GlassHealthHQ pic.twitter.com/SVi2TJhTIb

— Lior? (@AlphaSignalAI) February 1, 2023

Galloway: “The greatest assault on middle-class America’s prosperity may be the relentless, four-decade-long inflation in higher education.”

On 02/02/2023, in business side of he, change, colleges, cost of getting a degree, health, higher education, United States, universities, by Daniel Christian

Looking to 2023 and beyond — various postings/resources re: potential futures

On 12/22/2022, in 5G, Artificial Intelligence / Machine Learning / Deep Learning / Algorithms, Augmented Reality (AR), bots, business, change, cloud-based computing / apps / other cloud-related, corporate / business world, data related items, education, emerging technologies, entrepreneurship, Europe, experimentation, future, game-changing environment, global / globalization, health, innovation, intelligent systems, internet, IT in HE, Metaverse, Mixed Reality (MR), Natural Language Processing (NLP), NVIDIA, robotics, technology (general), telemedicine / telehealth / virtual health, trends, United States, user experience (UX), vendors, Virtual Reality (VR) / worlds / learning, vision/possibilities, voice recognition / voice enabled interfaces, workplace, XR - extended reality, by Daniel Christian

How AI And 5G Could Lead The Next Phase Of The Industrial Revolution — from swisscognitive.ch

Some use cases of the convergence of AI and 5G are:

Metaverse: AI is a key technology that helps bring Metaverse to life and now with the addition of 5G, streaming experiences would become enjoyable and maintaining connectivity without any disruption of external factors like geographical locations would be eliminated.
Digital assistants in the form of chatbots and virtual avatars: Digital assistants today use AI to replicate the human brain and converse with people in human language by understanding intent. With 5G the speed at which the speech is converted to text will improve drastically.
Education: AI and 5G are helping bring education to students’ doorstep through virtual reality and is making this available, efficiently as in real-world classrooms. Solving queries is possible quickly without any restrictions. Betty in Archie Comics attending her classes virtually is a reality due to these technologies.
Healthcare: AI and 5G in healthcare are proliferating an accurate diagnosis of diseases, real-time monitoring, and quick treatment facilities. This has become possible with the right use of data- collection, transmission, and analysis.
Automotive: AI and 5G together is making vehicles smarter and reducing the risk of mishaps on roads by employing various data-powered safety and driving efficiency measures in vehicles.

AI Timelines: What Do Experts in Artificial Intelligence Expect for the Future? — from singularityhub.com by Dr. Max Roser

Excerpt:

What I do take away from these surveys however, is that the majority of AI experts take the prospect of very powerful AI technology seriously. It is not the case that AI researchers dismiss extremely powerful AI as mere fantasy.

The huge majority thinks that in the coming decades there is an even chance that we will see AI technology which will have a transformative impact on our world. While some have long timelines, many think it is possible that we have very little time before these technologies arrive. Across the three surveys more than half think that there is a 50% chance that a human-level AI would be developed before some point in the 2060s, a time well within the lifetime of today’s young people.

Future Of Health: Top Five Digital Health Innovations For 2023 — from forbes.com by Anita Gupta

Excerpts:

Connected Digital Care
AI In Healthcare
Real-World Patient Engagement In Healthcare
Increase Security For Digital And Health Data
Improving Telehealth Services

Looking ahead to 2023: AI, machine learning, RTLS and robotic process automation — from healthcareitnews.com by Bill Siwicki
These advanced technologies will do more to help provider organizations with workflow optimization, staff shortages and the patient experience in the year ahead, one expert predicts.

Three reasons why NLP will go mainstream in healthcare in 2023 — from healthcareitnews.com by Bill Siwicki
A natural language processing expert explains why he feels the technology’s kinks have been ironed out, its ROI has been proven and the timing is right for healthcare to take advantage of information-extraction tools.

13 tech predictions for 2023 — from enterprisersproject.com by Katie Sanders
What can you expect in the world of IT next year? Business and IT leaders share their thoughts

Analysts Predictions About AI In 2023 — from forbes.com by Gil Press

Excerpts:

Automated software development
Automated content and commerce
Enterprise governance, risk, sustainability and security
Consumer interactions and experiences

Top 5 Edge AI Trends to Watch in 2023 — from nvidia.com by Amanda Saunders

Excerpt:

Until now, AI has operated almost exclusively in the cloud. But increasingly diverse streams of data are being generated around the clock from sensors at the edge. These require real-time inference, which is leading more AI deployments to move to edge computing.

For airports, stores, hospitals and more, AI brings advanced efficiency, automation and even cost reduction, which is why edge AI adoption accelerated last year.

In 2023, expect to see a similarly challenging environment, which will drive the following edge AI trends.

Digital transformation: 5 trends to watch in 2023 — from enterprisersproject.com by Ritish Reddy
As enterprises continue to digitally transform, IT leaders must look toward the future. Expect to see these trends in 2023

Thriving education systems, thriving youth [Economist Impact]

On 12/14/2022, in Africa, Asia, Australia, Canada, change, changing business models, curriculum, dangers of the status quo, Design Thinking, education, education reform, Europe, experimentation, future, health, hearts -- matters of the heart, heutagogy, homeschooling/homeschoolers, ideas, India, innovation, instructional design, K-12 related, leadership, learning, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, learning spaces, legislatures / government / legal, lifelong learning, love of learning, parents/guardians, participation, passions, policy, political science, reinvent, skills, society, strategy, student-related, teachers, teaching & learning, trends, UK, United States, vendors, vision/possibilities, youth, by Daniel Christian

Thriving education systems, thriving youth — from events.economist.com by Economist Impact

Some of the key topics to be discussed include:

What are the challenges in how we measure learning outcomes today, and how does this need to transform?
What is a learning ecosystem? What does a successful learning ecosystem look like?
What factors enable the development of thriving learning ecosystems?
Who are the key stakeholders that make up the learning ecosystem? How do different stakeholders see their role in the learning ecosystem?
Which national policies need to be in place to support effective education ecosystems?
What information and data do we need to assess how well learning ecosystems are performing?
What data do we need to collect so that we don’t perpetuate traditional approaches to defining and measuring success?

2023 Higher Education Trend Watch [Educause]

On 12/07/2022, in adjunct faculty, Bias | Diversity Equity & Inclusion (DE&I), blended learning, Blockchain, business side of he, colleges, community colleges, copyright/ownership/NFTs, cost of getting a degree, credentialing, cryptocurrencies, data related items, faculty, future of higher education, game-changing environment, health, higher education, hybrid learning, Hyflex learning, IT in HE, learning ecosystem, Learning from the Living [Class] Room, learning preferences, learning spaces, legislatures / government / legal, online learning, privacy, reinvent, society, staying relevant, student-related, surviving, teaching & learning, teaching online, United States, universities, by Daniel Christian

2023 Higher Education Trend Watch — from educause.edu

Also see:

2023 Strategic Trends Glossary — from educause.edu

Excerpts:

Closer alignment of higher education with workforce needs and skills-based learning
Continuation and normalization of hybrid and online learning
Continued adoption and normalization of hybrid and remote work arrangements
Continued resignation and migration of leaders and staff from higher education institutions
Declining public funding for higher education
…and more

Learning Ecosystems

The Ultimate Tier List Of Digital Health Technologies [Koncz]

Reflections on “Introducing Superalignment” + other items re: AI in general

As AI Spreads, Experts Predict the Best and Worst Changes in Digital Life by 2035 [Anderson & Rainie]

DC: For people who are thinking of going to law school — do YOU know about these things? Go forth with your eyes WIDE OPEN.

5 AI-Driven Healthcare Trends and Solutions in 2023 [Evstiukhin]

VR & robotics could be the future of medical training [Melnick]

“Before ChatGPT and After GPT” [Makadia] + other AI and ChatGPT-related items

Everything that happened in AI this January. [Lior] + a sneak peak into the future of medicine…?

Galloway: “The greatest assault on middle-class America’s prosperity may be the relentless, four-decade-long inflation in higher education.”

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