Searching for "Artificial Intelligence"
https://www.edsurge.com/news/2021-12-10-in-china-online-degrees-on-hold-even-as-moocs-rise
With China muscling its way into the first ranks as a global power in science and technology—building vast new academic complexes, climbing to the top ranks of the world’s elite universities, surpassing the U.S. in PhD graduates in science and engineering, and on its way to outperforming all other nations in science and technology academic citations—I was puzzled to discover that China is on hold in offering online higher ed degrees.
To expand the nation’s technical talent pool, Chinese universities are upgrading their capacity to offer more up-to-date science and technology courses, with universities just beginning to introduce degrees in artificial intelligence, machine learning, software engineering and other advanced specialties. For China, the move is a departure from its centuries-old tradition of favoring literature and the liberal arts.
China has come a long way from cinema-style instruction to adopt more common digital learning practices, often closely following U.S. advances in online pedagogy, such as flipped classrooms and MOOCs.
Curiously, China’s reluctance to offer online degrees parallels the attitude toward online degrees in the Ivy League in the U.S.—both have embraced MOOCs while turning away from virtual degrees out of concern that remote degrees will damage their reputations.
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more on online ed in this IMS blog
https://blog.stcloudstate.edu/ims?s=online+education
Augmented Reality (AR): Technology Trends
- Metaverse
- Mobile AR
- Contact lenses
- WebAR
- Artificial intelligence (AI)
- 5G
- Cloud
The Hottest Topics in Edtech for 2022
https://www.iste.org/explore/education-leadership/hottest-topics-edtech-2022
8. Augmented, mixed and virtual reality
7. Social-emotional learning
6. Equity and inclusion
5. Online tools and apps
4. Distance, online, blended learning
3. Computer science and computational thinking
2. Instructional design and delivery
1. Project-based learning
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5 Emerging Technology Trends Higher Ed Is Watching for in 2022
https://edtechmagazine.com/higher/article/2021/12/5-emerging-technology-trends-higher-ed-watching-2022
- Increased Adoption of Learning Analytics and Adaptive Learning
- Growth of Mobile Learning in Higher Ed
- Smarter Artificial Intelligence–Powered Tutors
- The Rise of Short-Form, Video-Based Learning
- Advanced VR and Immersive Learning Technologies
WHY TECHNOLOGY FAVORS TYRANNY
https://www.theatlantic.com/magazine/archive/2018/10/yuval-noah-harari-technology-tyranny/568330/
Artificial intelligence could erase many practical advantages of democracy, and erode the ideals of liberty and equality. It will further concentrate power among a small elite if we don’t take steps to stop it.
liberal democracy and free-market economics might become obsolete.
The Russian, Chinese, and Cuban revolutions were made by people who were vital to the economy but lacked political power; in 2016, Trump and Brexit were supported by many people who still enjoyed political power but feared they were losing their economic worth.
artificial intelligence is different from the old machines. In the past, machines competed with humans mainly in manual skills. Now they are beginning to compete with us in cognitive skills. And we don’t know of any third kind of skill—beyond the manual and the cognitive—in which humans will always have an edge.
Israel is a leader in the field of surveillance technology, and has created in the occupied West Bank a working prototype for a total-surveillance regime.
The conflict between democracy and dictatorship is actually a conflict between two different data-processing systems. AI may swing the advantage toward the latter.
As we rely more on Google for answers, our ability to locate information independently diminishes. Already today, “truth” is defined by the top results of a Google search.
The race to accumulate data is already on, and is currently headed by giants such as Google and Facebook and, in China, Baidu and Tencent. So far, many of these companies have acted as “attention merchants”—they capture our attention by providing us with free information, services, and entertainment, and then they resell our attention to advertisers.
We aren’t their customers—we are their product.
Nationalization of data by governments could offer one solution; it would certainly curb the power of big corporations. But history suggests that we are not necessarily better off in the hands of overmighty governments.
Viewpoint: Can AI tutors help students learn?
the Kyowon Group, an education company in Korea, recently developed a life-like tutor using artificial intelligence for the very first time in the Korean education industry.
Kyowon created its AI tutors for two-way communication–teacher to student and student to teacher–by exchanging questions and answers between the two about the lesson plan as if they were having an interactive conversation. These AI tutors were able to provide real time feedback related to the learning progress and were also able to identify, manage, and customize interactions with students through learning habits management. In addition, to help motivate student learning, the AI Tutors captured students’ emotions through analysis of their strengths and challenges.
While AI is being used in various industries, including education, the technology comes under scrutiny as many ask the question if they can trust AI and its legitimacy?
Although there are some meaningful use cases for deepfake, such as using technology to bring historical figures of the past to life, deepfake technology is mostly exploited. However, the good news is that groups are working to detect and minimize the damage caused by deepfake videos and other AI technology abuses, including credible standards organizations who are working to ensure trust in AI.
For education, the best and only way AI tutors will be adopted and accepted
can only be done with innovative real-time AI conversational technology that must include accurate lip and mouth synchronization in addition to video synthesis technology. Using real models, not fake computer-generated ones, is critical as well.
“the economic layer of Metaverse will be the NFTs”
REVOREDO, T. (2021, November 14). Why are major global brands experimenting with NFTs in the Metaverse? [Financial]. Cointelegraph. https://cointelegraph.com/news/why-are-major-global-brands-experimenting-with-nfts-in-the-metaversehttps://hyp.is/go?url=https%3A%2F%2Fcointelegraph.com%2Fnews%2Fwhy-are-major-global-brands-experimenting-with-nfts-in-the-metaverse&group=__world__
what do blockchain technology and NFTs have to do with Metaverse?
it is already possible to identify some of the characteristics of Web 3.0 such as the focus on the user (and not on companies), the massive use of artificial intelligence (as a powerful tool to provide the best analysis and the best result to people), as well as distributed networks (we will no longer depend on the gigantic centralized data servers). Moreover, Web 3.0 content will be more graphical with more videos and 3D images. Also, in Web 3.0, augmented reality (AR) and virtual reality (VR) will be commonplace, bringing more realistic graphics to applications and games
In July this year, Coca-Cola launched branded virtual clothing as nonfungible tokens,
NFTs are the representation of a nonfungible asset in digital media. In a more technical definition, an NFT is a piece of software code that verifies that you hold ownership of a nonfungible digital asset, or the digital representation of the nonfungible physical asset in digital media.
It’s important to notice that NFTs existed before the first blockchain, but blockchain technology has transformed NFT markets by solving the double-spending problem and conferring scarcity, uniqueness and authenticity to a nonfungible token.
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more on NFT in this IMS blog
https://blog.stcloudstate.edu/ims?s=nft
Artificial intelligence (AI) training costs, for example, are dropping 40-70% at an annual rate, a record-breaking deflationary force. AI is likely to transform every sector, industry, and company during the 5 to 10 years.
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More on artificial intelligence in this blog
https://blog.stcloudstate.edu/ims?s=artificial+intelligence+education
Handon AI projects for the classroom
Elementary school level
https://cdn.iste.org/www-root/Libraries/Documents%20%26%20Files/Artificial%20Intelligence/AIGDK5_1120.pdf
Secondary teachers
https://cdn.iste.org/www-root/Libraries/Documents%20%26%20Files/Artificial%20Intelligence/AIGDSE_1120.pdf
Elective educators guides
https://cdn.iste.org/www-root/Libraries/Documents%20%26%20Files/Artificial%20Intelligence/AIGDEL_0820-red.pdf
Computer science educators guides
https://cdn.iste.org/www-root/Libraries/Documents%20%26%20Files/Artificial%20Intelligence/AIGDCS_0820-red.pdf
The Artificial Intelligence (AI) for K-12 initiative (AI4K12) is jointly sponsored by AAAI and CSTA.
Home page
ISTE Standards and Computational Thinking Competencies can help frame the inclusion and development of AI-related projects in K–12 classrooms. The ISTE Standards for Students identify the skills and knowledge that K–12 students need to thrive, grow, and contribute in a global, interconnected, and constantly changing society. The Computational Thinking Competencies for Educators identify the skills educators need to successfully prepare students to become innovators and problem-solvers in a digital world.
https://www.iste.org/standards/iste-standards-for-computational-thinking
The Next Wave of Edtech Will Be Very, Very Big — and Global
https://www-edsurge-com.cdn.ampproject.org/c/s/www.edsurge.com/amp/news/2021-07-30-the-next-wave-of-edtech-will-be-very-very-big-and-global
India’s Byju’s
Few companies have tackled the full range of learners since the days when Pearson was touted as the world’s largest learning company. Those that do, however, are increasingly huge (like PowerSchool, which had an IPO this week) and work across international borders.
Chinese education giants, including TAL and New Oriental.
The meteoric rise of Chinese edtech companies has dimmed recently as the Chinese government shifted regulations around online tutoring, in an effort to “protect students’ right to rest, improve the quality of school education and reduce the burden on parents.”
Acquisitions and partnerships are a cornerstone of Byju’s early learning programs: It bought Palo Alto-based Osmo in 2019, which combines digital learning with manipulatives, an approach the companies call “phygital.” For instance: Using a tablet’s camera and Osmo’s artificial intelligence software, the system tracks what a child is doing on a (physical) worksheet and responds accordingly to right and wrong answers. “It’s almost like having a teacher looking over you,
My note: this can be come disastrous when combined with the China’s “social credit” system.
By contrast, Byju’s FutureSchool (launched in the U.S. this past spring) aims to offer one-to-one tutoring sessions starting with coding (based in part on WhiteHat Jr., which it acquired in August 2020) and eventually including music, fine arts and English to students in the U.S., Brazil, the U.K., Indonesia and others. The company has recruited 11,000 teachers in India to staff the sessions
In mid-July, Byju’s bought California-based reading platform Epic for $500 million. That product opens up a path for Byju’s to schools. Epic offers a digital library of more than 40,000 books for students ages 12 and under. Consumers pay about $80 a year for the library. It’s free to schools. Epic says that more than 1 million teachers in 90 percent of U.S. elementary schools have signed up for accounts.
That raises provocative questions for U.S. educators. Among them:
- How will products originally developed for the consumer market fit the needs of schools, particularly those that serve disadvantaged students?
- Will there be more development dollars poured into products that appeal to consumers—and less into products that consumers typically skip (say, middle school civics or history curriculum?)
- How much of an investment will giants such as Byju’s put into researching the effectiveness of its products? In the past most consumers have been less concerned than professional educators about the “research” behind the learning products they buy. Currently Gokulnath says the company most closely tracks metrics such as “engagement” (how much time students spend on the product) and “renewals” (how many customers reup after a year’s use of the product.)
- How will products designed for home users influence parents considering whether to continue to school at home in the wake of viral pandemics?
What is AI? Here’s everything you need to know about artificial intelligence
An executive guide to artificial intelligence, from machine learning and general AI to neural networks.
https://www-zdnet-com.cdn.ampproject.org/c/s/www.zdnet.com/google-amp/article/what-is-ai-heres-everything-you-need-to-know-about-artificial-intelligence/
What is artificial intelligence (AI)?
It depends who you ask.
What are the uses for AI?
What are the different types of AI?
Narrow AI is what we see all around us in computers today — intelligent systems that have been taught or have learned how to carry out specific tasks without being explicitly programmed how to do so.
General AI
General AI is very different and is the type of adaptable intellect found in humans, a flexible form of intelligence capable of learning how to carry out vastly different tasks, anything from haircutting to building spreadsheets or reasoning about a wide variety of topics based on its accumulated experience.
What can Narrow AI do?
There are a vast number of emerging applications for narrow AI:
- Interpreting video feeds from drones carrying out visual inspections of infrastructure such as oil pipelines.
- Organizing personal and business calendars.
- Responding to simple customer-service queries.
- Coordinating with other intelligent systems to carry out tasks like booking a hotel at a suitable time and location.
- Helping radiologists to spot potential tumors in X-rays.
- Flagging inappropriate content online, detecting wear and tear in elevators from data gathered by IoT devices.
- Generating a 3D model of the world from satellite imagery… the list goes on and on.
What can General AI do?
A survey conducted among four groups of experts in 2012/13 by AI researchers Vincent C Müller and philosopher Nick Bostrom reported a 50% chance that Artificial General Intelligence (AGI) would be developed between 2040 and 2050, rising to 90% by 2075.
What is machine learning?
What are neural networks?
What are other types of AI?
Another area of AI research is evolutionary computation.
What is fueling the resurgence in AI?
What are the elements of machine learning?
As mentioned, machine learning is a subset of AI and is generally split into two main categories: supervised and unsupervised learning.
Supervised learning
Unsupervised learning
Which are the leading firms in AI?
Which AI services are available?
All of the major cloud platforms — Amazon Web Services, Microsoft Azure and Google Cloud Platform — provide access to GPU arrays for training and running machine-learning models, with Google also gearing up to let users use its Tensor Processing Units — custom chips whose design is optimized for training and running machine-learning models.
Which countries are leading the way in AI?
It’d be a big mistake to think the US tech giants have the field of AI sewn up. Chinese firms Alibaba, Baidu, and Lenovo, invest heavily in AI in fields ranging from e-commerce to autonomous driving. As a country, China is pursuing a three-step plan to turn AI into a core industry for the country, one that will be worth 150 billion yuan ($22bn) by the end of 2020 to become the world’s leading AI power by 2030.
How can I get started with AI?
While you could buy a moderately powerful Nvidia GPU for your PC — somewhere around the Nvidia GeForce RTX 2060 or faster — and start training a machine-learning model, probably the easiest way to experiment with AI-related services is via the cloud.
How will AI change the world?
Robots and driverless cars
Fake news
Facial recognition and surveillance
Healthcare
Reinforcing discrimination and bias
AI and global warming (climate change)
Will AI kill us all?
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more on AI in this iMS blog
https://blog.stcloudstate.edu/ims?s=artificial+intelligence+education