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37 predictions about edtech’s impact in 2023 [Ascione]

On 01/05/2023, in 21st century, Bias | Diversity Equity & Inclusion (DE&I), content development, aggregation, repositories, data mining, digital learning, education, education technology, experimentation, ideas, innovation, instructional design, K-12 related, learning ecosystem, learning hubs & pods & microschooling, parents, special needs, student-related, teachers, teaching & learning, trends, United States, vendors, vision/possibilities, youth, by Daniel Christian

37 predictions about edtech’s impact in 2023 — from eschoolnews.com by Laura Ascione
What edtech trends will take top billing in schools and districts in the new year?

Excerpts:

School districts will begin to offer microschool options. With 65% of K-12 parents backing school choice, school districts will realize that in order to stay competitive and meet the needs of students and parents, adopting and offering innovative learning models is key. One of the shifts the industry can expect to see in the coming years is school districts offering mircoschool options within the district itself. While historically independent learning institutions, microschools will be adopted within school districts that are responsive to this need for choice and evolving learning needs of students.
—Carlos Bortoni, Principal, Industry Advisor, K-12 Education, Qualtrics
…
In 2023, educators nationwide will benefit from the most recent wave of edtech consolidation. The various services and products acquired by consolidators over the last year or two will be integrated into increasingly comprehensive platforms offering instructional content, assessments, and classroom tools all in one place.  As this occurs, the power and effectiveness of those edtech resources will grow as they begin to work in concert with each other seamlessly. The combination of these resources will empower administrators, teachers, families, and students to better leverage edtech’s ability to improve learning.
–Kelli Campbell, President, Discovery Education

From DSC:
Vision is key here…not just data. If data provided all of the answers, being an effective, impactful leader/administrator would be far easier.

Also from Laura Ascione, see:

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What’s next for AI [Heikkilä and Douglas Heaven] + several other items re: AI and the future

On 12/29/2022, in 21st century, 24x7x365 access, Artificial Intelligence / Machine Learning / Deep Learning / Algorithms, emerging technologies, future, game-changing environment, Google, human-computer interaction (HCI), tools, trends, by Daniel Christian

What’s next for AI — from technologyreview.com by Melissa Heikkilä and Will Douglas Heaven
Get a head start with our four big bets for 2023.

Excerpts:

But take the conversational skills of ChatGPT and mix them up with image manipulation in a single model and you’d get something a lot more general-purpose and powerful. Imagine being able to ask a chatbot what’s in an image, or asking it to generate an image, and have these interactions be part of a conversation so that you can refine the results more naturally than is possible with DALL-E.

10 AI Predictions For 2023 — from forbes.com by Rob Toews

Excerpts (emphasis DSC):

  1. GPT-4 will be released in the next couple months—and yes, it will be a big deal.
  2. We are going to start running out of data to train large language models.
  3. For the first time, some members of the general public will begin using fully driverless cars as their day-to-day mode of transportation.
  4. Midjourney will raise venture capital funding.
  5. Search will change more in 2023 than it has since Google went mainstream in the early 2000s.

AI Trends For 2023: Industry Experts (And ChatGPT AI) Make Their Predictions — from forbes.com by Ganes Kesari

Excerpt:

To understand the top AI trends, I asked industry leaders and academic experts five questions. It’s the age of human-machine collaboration, so what better way to demonstrate this than by asking AI software about the 2023 AI trends it’s excited about? I did that too.
…

    1. What do you think was the biggest achievement in the AI space in 2022?
    2. What’s the most exciting AI trend that you look forward to materializing in 2023?
    3. What’s a fad in this space that you wish would go away next year?
    4. To get value from AI, what’s one thing that leaders can start doing today that doesn’t take big effort or money?
    5. What’s one thing that leaders should stop doing immediately to realize benefits from AI?

Is A.I. the Future of Test Prep? — from nytimes.com by Craig S. Smith (NOTE: Paywall)

Excerpt:

Riiid is one of a handful of companies that believe that A.I.’s algorithms are perfectly suited to track student performance and give individualized attention.

“Education is a complex field deeply related to cognition, motivation, peer interaction, etc.,” Mr. Jang wrote in an email. “We draw insights from learning science, cognitive biology, data science, and other related areas of research for an iterative experimentation process that is challenging and time consuming — that’s why there are only a few players in the market.”

Artificial intelligence predictions 2023 — from information-age.com by Tim Adler
2023 could be the year that artificial intelligence moves from the fringes into the mainstream, as AI becomes widely adopted by healthcare, travel and banking. Five experts give their predictions

Excerpt:

Worldwide spending on artificial intelligence will hit half a billion dollars this year, according to IDC. Five artificial intelligence experts give Information Age their predictions as to how adoption of AI will accelerate in 2023.

.

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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 mining, 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

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The talent needed to adopt mobile AR in industry [Huang]

On 12/17/2022, in A/V -- audio/visual, Artificial Intelligence / Machine Learning / Deep Learning / Algorithms, assistive technologies, Augmented Reality (AR), business, career development, change, content development, aggregation, repositories, corporate / business world, corporate universities / corporate training, Daniel S. Christian, Mixed Reality (MR), skills, tools, training / L&D, trends, usability, user experience (UX), user interface design, vendors, Virtual Reality (VR) / worlds / learning, virtual tutoring, vision/possibilities, visualizing information, vocational / trades, web-based collaboration, workplace, XR - extended reality, by Daniel Christian

The talent needed to adopt mobile AR in industry — from chieflearningofficer.com by Yao Huang Ph.D.

Excerpt:

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.

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Allie Miller: “ChatGPT is changing the game, & I want to share real things you can do with this AI system today.”

On 12/15/2022, in 21st century, 24x7x365 access, adult learning, Artificial Intelligence / Machine Learning / Deep Learning / Algorithms, business, career development, change, changing business models, cloud-based computing / apps / other cloud-related, content development, aggregation, repositories, corporate / business world, corporate universities / corporate training, digital learning, emerging technologies, future, game-changing environment, human-computer interaction (HCI), ideas, innovation, lifelong learning, tools, trends, workplace, by Daniel Christian

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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, 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? 

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“I believe #ChatGPT is going to change the world, including the world of law & legal education. Ignore it at your peril.” [Teninbaum] Plus other legal-related items.

On 12/08/2022, in 21st century, 24x7x365 access, Artificial Intelligence / Machine Learning / Deep Learning / Algorithms, change, emerging technologies, ideas, innovation, law schools, learning, learning theories, Legal operations, legal reform, legal technologies, legislatures / government / legal, memory, pace of change, society, technology (general), tools, trends, vendors, by Daniel Christian

CIO Review > Legal Technology postings

Example resources:

Also see:

PODCAST EPISODE 369: USING SPACED REPETITION FOR YOUR LAW SCHOOL AND BAR EXAM STUDIES (W/GABRIEL TENINBAUM)

In this episode we discuss:

  • Some background on our guest Gabe Teninbaum, and why he’s passionate about spaced repetition
  • The theory behind spaced repetition and how it works in practice
  • Using spaced repetition to memorize material as a law student
  • How early in your study should you start using the spaced repetition technique?
  • Does learning with spaced repetition as a law student help lay the foundation for bar study?
  • How you can use the spacedrepetition.com website for your law school and bar exam studies
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Global Education Market to reach $10 Trillion by 2030 [holoniq.com]

On 12/08/2022, in Africa, Asia, Australia, business, Canada, colleges, community colleges, corporate / business world, corporate universities / corporate training, education, education technology, Europe, future, global / globalization, higher education, K-12 related, law schools, learning ecosystem, lifelong learning, teachers, teaching & learning, tools, training / L&D, trends, UK, United States, universities, vendors, by Daniel Christian

Global Education Market to reach $10 Trillion by 2030 — from holoniq.com

Excerpt:

The global education market is set to reach at least $10T by 2030 as population growth in developing markets fuels a massive expansion and technology drives unprecedented re-skilling and up-skilling in developed economies. The next decade will see an additional 350 million post secondary graduates and nearly 800 million more K12 graduates than today. Asia and Africa are the driving force behind the expansion. The world needs to add 1.5 million teachers per year on average, approaching 100 million in total in order to keep pace with the unprecedented changes ahead in education around the world.

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New Report from Global Google Research Project Considers the ‘Future of Education’ [Kuykendall]

On 12/06/2022, in education, future, Google, K-12 related, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, student-related, teachers, teaching & learning, trends, United States, youth, by Daniel Christian

New Report from Global Google Research Project Considers the ‘Future of Education’ — from thejournal.com by Kristal Kuykendall
Global Trends and ‘Preparing for the Future’ Highlighted in First of Three Reports

As we march towards a radically different future, what should the role of education be and how might it look? To begin to answer this question, we collaborated with research partner Canvas8 to conduct a global study in 24 countries that synthesizes insights from 94 educational experts, two years of peer-reviewed academic literature, and a media narrative analysis across the education sector.

Excerpts:

Google for Education has released the first report from a massive, two-year study considering the role of education in a “radically different future,” and what that might look like.

Part 1 of Google’s Future of Education report focuses on big-picture themes seen as most likely to impact education and the future workforce in the coming years and decades.
…
Parts two and three of the Future of Education project will be released in the coming months, said Magiera, who was a K–12 classroom teacher for a decade in New York City and Chicago before working as a district leader, a chief information officer, and as an advisor for the Obama administration’s ed tech planning efforts. Part two will focus on “evolving how we teach and learn” and part three will be about “reimagining the learning ecosystems and the spaces,” she said.

Reimagining Learning Ecosystems -- by Google for Education

 

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If this is where telehealth is at in 2022, what might telelegal look like in a few years? [Christian]

On 12/01/2022, in 21st century, 24x7x365 access, A/V -- audio/visual, Access to Justice (A2J), change, cloud-based computing / apps / other cloud-related, collaboration, communications, communities of practice, Cost of legal services - including access, Daniel S. Christian, innovation, internet, law schools, Legal operations, legal reform, legal technologies, legislatures / government / legal, multimedia, new business models, telelegal, telemedicine / telehealth / virtual health, tools, trends, United States, usability, user experience (UX), vendors, videoconferencing, Virtual courts, virtual tutoring, vision/possibilities, web-based collaboration, Web3, by Daniel Christian

From DSC:
I received an email the other day re: a TytoCare 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.

 

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The Justice Gap: The Unmet Civil Legal Needs of Low-income Americans

On 11/28/2022, in Access to Justice (A2J), ethics, hearts -- matters of the heart, law schools, Legal operations, legal reform, legislatures / government / legal, Michigan, morals/values, policy, political science, society, sociology, trends, United States, by Daniel Christian

The Justice Gap: The Unmet Civil Legal Needs of Low-income Americans — from the Legal Services Corporation

Legal Services Corporation’s 2022 Justice Gap Report provides a comprehensive look at the differences between the civil legal needs of low-income Americans and the resources available to meet those needs. LSC’s study found that low-income Americans do not get the help they need for 92% of their civil legal problems, even though 74% of low-income households face at least one civil legal issue in a single year.

The consequences that result from a lack of appropriate counsel can be life-altering – low-income Americans facing civil legal problems can lose their homes, children and healthcare, among other things. Help can be hard to access, so LSC is working to bridge this “justice gap” by providing pro bono civil legal aid for those in need. Find out more about LSC’s work to ensure equal justice for all by tuning in to the rest of the Justice Gap video series.

For more information on the Justice Gap, visit https://justicegap.lsc.gov/.

Also relevant/see:

.

Legal Services Corporation’s 2022 Justice Gap Report provides a comprehensive look at the differences between the civil legal needs of low-income Americans and the resources available to meet those needs.

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This Copyright Lawsuit Could Shape the Future of Generative AI [Knight]

On 11/25/2022, in 21st century, 24x7x365 access, art, Artificial Intelligence / Machine Learning / Deep Learning / Algorithms, computer science, content development, aggregation, repositories, creativity, future, human-computer interaction (HCI), ideas, innovation, law schools, legislatures / government / legal, platforms, programming, tools, trends, United States, by Daniel Christian

This Copyright Lawsuit Could Shape the Future of Generative AI — from wired.com by Will Knight
Algorithms that create art, text, and code are spreading fast—but legal challenges could throw a wrench in the works.

Excerpts:

A class-action lawsuit filed in a federal court in California this month takes aim at GitHub Copilot, a powerful tool that automatically writes working code when a programmer starts typing. The coder behind the suit argues that GitHub is infringing copyright because it does not provide attribution when Copilot reproduces open-source code covered by a license requiring it.
…
Programmers have, of course, always studied, learned from, and copied each other’s code. But not everyone is sure it is fair for AI to do the same, especially if AI can then churn out tons of valuable code itself, without respecting the source material’s license requirements. “As a technologist, I’m a huge fan of AI ,” Butterick says. “I’m looking forward to all the possibilities of these tools. But they have to be fair to everybody.”

Whatever the outcome of the Copilot case, Villa says it could shape the destiny of other areas of generative AI. If the outcome of the Copilot case hinges on how similar AI-generated code is to its training material, there could be implications for systems that reproduce images or music that matches the style of material in their training data. 

Also legal-related, see:

Also related to AI and art/creativity from Wired.com, see:

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Table of Experts: Trends in Higher Education [Dolezalek]

On 11/25/2022, in 21st century, adjunct faculty, change, colleges, community colleges, future of higher education, game-changing environment, higher education, ideas, law schools, learning ecosystem, Learning Experience Design, Legal operations, legal reform, legal technologies, legislatures / government / legal, online learning, trends, United States, universities, by Daniel Christian

Table of Experts: Trends in Higher Education — from bizjournals.com by Holly Dolezalek. The Minneapolis-St. Paul Business Journal held a panel discussion recently about trends in higher education.

Excerpts (which focus on law schools/the legal profession):

Anthony Niedwiecki: The legal profession and legal education are very conservative. Covid showed they can, and we as institutions can, change. At Mitchell Hamline, we were the first law school in the country to offer a partially online JD degree. We’ve had that experience since 2015, which has really helped us through Covid. But I think the biggest thing I’ve learned from our students through this process is the need for flexibility. We thought students would want to go back into the classroom at some point and be around people. No! They voted by the classes they signed up for: They signed up for the classes that were online. Some students want to be on campus, some online. So we’ve had to develop our program around different types of modalities we may not have given any thought to before. The students in the online program range in age all the way up to 73 years old. They’ve been in careers, they’re accountants, they’re doctors, they’re health care professionals, elected officials. The other thing is office hours — students like online office hours because it’s convenient, and they can be in an office where other people are talking and learn from it.

 The lesson I take from that, in some ways, even applying it to the law school, is having that partnership with people who want to hire students to make sure that they’re actually involved with the students. We’re finding they help mentor those students, help us make sure we have the right courses in place, and give them opportunities to do internships and externships. So we’ve been starting to partner with some national professional organizations that are attached to the law.
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Hybrid (corporate) learning is becoming the norm and not the exception [Kranc]

On 11/15/2022, in content development, aggregation, repositories, corporate / business world, corporate universities / corporate training, training / L&D, trends, vendors, by Daniel Christian

Hybrid learning is becoming the norm and not the exception — from benefitspro.com by Joel Kranc
“[Corporate] Learning and development needs to happen where work takes place and learning leaders must place a greater focus on creating blended learning experiences that mirror hybrid work models,” says Jeanne Meister, Executive Vice President, Executive Networks.

Excerpt:

A new survey by Executive Networks and NovoEd highlights the new model as 6 in 10 of the 515 learning leaders at large corporations say hybrid learning is becoming a major part of the learning landscape, and is not just a fad or temporary trend. “Learning leaders are preparing for profound changes as they redesign corporate learning with new delivery methods and rethink how to meet the needs of new audiences,” says Christina Yu, CMO, NovoEd. “The pivot to online learning and the availability of a greater range of technology and tools that can be integrated into learning initiatives, such as social and collaborative learning platforms, make it easier for real-time interaction between cohorts, experts, and mentors.”

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Important trends in AI

On 11/15/2022, in 21st century, Artificial Intelligence / Machine Learning / Deep Learning / Algorithms, biology, bots, change, changing business models, chemistry, collaboration, computer science, ethics, future, platforms, programming, research, robotics, science, trends, by Daniel Christian

These are the most important AI trends, according to top AI experts — from nexxworks.com
Somewhat in the shadow of the (often) overhyped metaverse and Web3 paradigms, AI seems to be developing at great speed. That’s why we asked a group of top AI experts in our network to describe what they think are the most important trends, evolutions and areas of interest of the moment in that domain.

Excerpt:

All of them have different backgrounds and areas of expertise, but some patterns still emerged in their stories, several of them mentioning ethics, the impact on the climate (both positively and negatively), the danger of overhyping, the need for transparency and explainability, interdisciplinary collaborations, robots and the many challenges that still need to be overcome.

But let’s see what they have to say, shall we?

Also relevant/see:

AI IS REVOLUTIONIZING EVERY FIELD AND SCIENCE IS NO EXCEPTION — from dataconomy.com by KEREM GÜLEN

Table of Contents

  • Artificial intelligence in science
    • Artificial intelligence in science: Biology
    • Artificial intelligence in science: Physics
    • Artificial intelligence in science: Chemistry
  • AI in science and research
    • How is AI used in scientific research?
      • Protein structures can be predicted using genetic data
      • Recognizing how climate change affects cities and regions
      • Analyzing astronomical data
  • AI in science examples
    • Interpreting social history with archival data
    • Using satellite images to aid in conservation
    • Understanding complex organic chemistry
  • Conclusion

Also relevant/see:

  • How ‘Responsible AI’ Is Ethically Shaping Our Future — from learningsolutionsmag.com by Markus Bernhardt
    Excerpt:
    The PwC 2022 AI Business Survey finds that “AI success is becoming the rule, not the exception,” and, according to PwC US, published in the 2021 AI Predictions & 2021 Responsible AI Insights Report, “Responsible AI is the leading priority among industry leaders for AI applications in 2021, with emphasis on improving privacy, explainability, bias detection, and governance.”
  • Why you need an AI ethics committee — from enterprisersproject.com by Reid Blackman (requires providing email address to get the article)
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