NVIDIA

Deloitte State of AI Report 2022 calls out underachievers — from venturebeat.com by Sharon Goldman

Excerpt:

Deloitte released the fifth edition of its State of AI in the Enterprise research report today, which surveyed more than 2,600 global executives on how businesses and industries are deploying and scaling artificial intelligence (AI) projects.

Most notably, the Deloitte report found that while AI continues to move tantalizingly closer to the core of the enterprise – 94% of business leaders agree that AI is critical to success over the next five years – for some, outcomes seem to be lagging.

What is a surprise, she added, is how quickly the AI landscape is changing – to the point that what began as an every-other-year Deloitte report is now created annually.

From DSC:
I’m reminded of some graphics here…

Also relevant/see:

‘State of AI in the Enterprise’ Fifth Edition Uncovers Four Key Actions to Maximize AI Value — from deloitte.com
Research reveals the key actions leaders can take to accelerate AI outcomes

Key takeaways

For Deloitte’s “State of AI in the Enterprise,” Fifth Edition, we surveyed 2,620 global business leaders representing six industry areas and dozens of sectors. Key findings include:

Ninety-four percent of business leaders surveyed agree that AI is critical to success over the next five years.
Seventy-nine percent of leaders say they have fully deployed three or more AI applications, compared to 62% last year.
There was a 29% increase in the number of respondents self-identifying as “underachievers,” suggesting that many organizations are struggling to achieve meaningful AI outcomes.
Top challenges associated with scaling according to respondents are managing AI-related risk (50%), lack of executive commitment (50%), lack of maintenance and post launch support (50%).

The 5 Biggest Artificial Intelligence (AI) Trends In 2023 — from forbes.com by Bernard Marr

Excerpt:

Today, the technology most commonly used to achieve AI is machine learning – advanced software algorithms designed to carry out one specific task, such as answering questions, translating languages or navigating a journey – and become increasingly good at it as they are exposed to more and more data.

Worldwide, spending by governments and business on AI technology will top $500 billion in 2023, according to IDC research. But how will it be used, and what impact will it have? Here, I outline what I believe will be the most important trends around the use of AI in business and society over the next 12 months.

Also relevant/see:

Press Art to Continue: New AI Tools Promise Art With the Push of a Button — But Reality Is More Complicated — from blogs.nvidia.com by Brian Caulfield
Creatives like Drew Leung are taking, and breaking, the latest AI tools, and, in the process, learning how they can make their work better.
State of AI Report 2022 — from stateof.ai by Nathan Benaich and Ian Hogarth
The State of AI Report analyses the most interesting developments in AI. We aim to trigger an informed conversation about the state of AI and its implication for the future.

Radar Trends to Watch: October 2022 — from oreilly.com by Mike Loukides
Developments in Machine Learning, Metaverse, Web3, and More

Excerpt:

September was a busy month. In addition to continued fascination over art generation with DALL-E and friends, and the questions they pose for intellectual property, we see interesting things happening with machine learning for low-powered processors: using attention, mechanisms, along with a new microcontroller that can run for a week on a single AA battery. In other parts of the technical universe, “platform engineering” has been proposed as an alternative to both DevOps and SRE. We’ve seen demonstrations of SQL injection-like attacks against GPT-3; and companies including Starbucks, Chipotle, and Universal Studios are offering NFT-based loyalty programs. (In addition to a Chipotle’s steak grilling demo in the Metaverse.)

Also relevant/see:

General AI News — from essentials.news

Video games dreamed up other worlds. Now they’re coming for real architecture [Berg]

On 09/27/2022, in 3D, architecture, cloud-based computing / apps / other cloud-related, collaboration, communications, graphics, NVIDIA, United States, vendors, by Daniel Christian

Video games dreamed up other worlds. Now they’re coming for real architecture — from fastcompany.com by Nate Berg
A marriage between Epic Games and Autodesk could help communities see exactly what’s coming their way with new construction.

Excerpt:

Video games and architectural models are about to form a long overdue union. Epic Games and design software maker Autodesk are joining forces to help turn the utilitarian digital building models used by architects and designers from blocky representations into immersive spaces in which viewers can get a sense of a room’s dimensions and see how the light changes throughout the day. For both designers and the clients they’re designing for, this could help make architecture more nimble and understandable.

The AutoCAD model (top) and Twinmotion render (bottom) [Images: courtesy Autodesk]

Integrating Twinmotion software into Revit essentially shortens the time-sucking process of rendering models into high-resolution images, animations, and virtual-reality walkthroughs from hours to seconds. “If you want to see your design in VR, in Twinmotion you push the VR button,” says Epic Games VP Marc Petit. “You want to share a walkthrough on the cloud, you can do that.”

From DSC:
An interesting collaboration! Perhaps this will be useful for those designing/implementing learning spaces as well.

Dive Into AI, Avatars and the Metaverse With NVIDIA at SIGGRAPH — from blogs.nvidia.com

Excerpt:

Innovative technologies in AI, virtual worlds and digital humans are shaping the future of design and content creation across every industry. Experience the latest advances from NVIDIA in all these areas at SIGGRAPH, the world’s largest gathering of computer graphics experts, [which ran from Aug. 8-11].

At SIGGRAPH, NVIDIA CEO Jensen Huang Illuminates Three Forces Sparking Graphics Revolution — from blogs.nvidia.com by Rick Merritt
NVIDIA unveils new products and research to transform industries with AI, the metaverse and digital humans.

NVIDIA AI Makes Performance Capture Possible With Any Camera — from blogs.nvidia.com by Isha Salian
Derivative, Notch, Pixotope and others use NVIDIA Vid2Vid Cameo and 3D body-pose estimation tools to drive performances in real time.

How to Start a Career in AI — from blogs.nvidia.com by Brian Caulfield
Four most important steps to starting a career in AI, seven big questions answered.

As Far as the AI Can See: ILM Uses Omniverse DeepSearch to Create the Perfect Sky — from blogs.nvidia.com by Richard Kerris
Omniverse AI-enabled search tool lets legendary studio sift through massive database of 3D scenes.

Future of Creativity on Display ‘In the NVIDIA Studio’ During SIGGRAPH Special Address — from blogs.nvidia.com by Gerardo Degaldo
Major NVIDIA Omniverse updates power 3D virtual worlds, digital twins and avatars, reliably boosted by August NVIDIA Studio Driver; #MadeInMachinima contest winner revealed.

What Is Direct and Indirect Lighting? — from blogs.nvidia.com by JJ Kim
In computer graphics, the right balance between direct and indirect lighting elevates the photorealism of a scene.

NVIDIA Studio Laptops Offer Students AI, Creative Capabilities That Are Best in… Class — from blogs.nvidia.com by Gerardo Degaldo
Designed for creativity and speed, Studio laptops are the ultimate creative tool for aspiring 3D artists, video editors, designers and photographers.

Design in the Age of Digital Twins: A Conversation With Graphics Pioneer Donald Greenberg — from blogs.nvidia.com by Rick Merritt
From his Cornell office, home to a career of 54 years and counting, he shares with SIGGRAPH attendees his latest works in progress.

Nvidia launches new metaverse efforts at SIGGRAPH

On 08/13/2022, in 21st century, 3D, animation, Artificial Intelligence / Machine Learning / Deep Learning / Algorithms, bots, cloud-based computing / apps / other cloud-related, collaboration, communications, content development, aggregation, repositories, graphics, Metaverse, NVIDIA, vendors, web-based collaboration, Web3, by Daniel Christian

Nvidia launches new metaverse efforts at SIGGRAPH — from inside.com

Excerpt:

There is an increasing overlap between computer graphics, the metaverse and AI and that overlap is exactly what is on display this week at the SIGGRAPH 2022 conference, where Nvidia is revealing its latest set of software innovations for computer graphics.

[On 8/11/22] at the conference, Nvidia announced a series of technology innovations that bring the metaverse and AI closer together than ever before. Among the announcements is the Nvidia Omniverse Avatar Cloud Engine, which is a set of tools and services designed to create AI-powered virtual assistants.

Also relevant/see:

Nvidia Sees a Metaverse Populated With Lifelike Chatbot Avatars — from cnet.com by Stephen Shankland

Excerpt:

What’s happening
Nvidia announced technology to let metaverse developers create lifelike avatars that can give an animated human face to the computers that people will interact with online.

Why it matters
The metaverse needs new computing tools if it’s to live up to its potential of new 3D realms for working, learning, socializing and goofing off, and Nvidia’s technology could also eventually give humans a new look online, not just bots.

The Metaverse Will Reshape Our Lives. Let’s Make Sure It’s for the Better. — from time.com by Matthew Ball

Excerpts (emphasis DSC):

The metaverse, a 30-year-old term but nearly century-old idea, is forming around us. Every few decades, a platform shift occurs—such as that from mainframes to PCs and the internet, or the subsequent evolution to mobile and cloud computing. Once a new era has taken shape, it’s incredibly difficult to alter who leads it and how. But between eras, those very things usually do change. If we hope to build a better future, then we must be as aggressive about shaping it as are those who are investing to build it.

The next evolution to this trend seems likely to be a persistent and “living” virtual world that is not a window into our life (such as Instagram) nor a place where we communicate it (such as Gmail) but one in which we also exist—and in 3D (hence the focus on immersive VR headsets and avatars).

Five #AI-related items

On 07/21/2022, in 21st century, 5G, A/V -- audio/visual, Africa, analytics, Artificial Intelligence / Machine Learning / Deep Learning / Algorithms, Asia, Augmented Reality (AR), Australia, Blockchain, bots, business, Canada, career development, computer science, corporate / business world, data related items, education, education technology, emerging technologies, engineering, entrepreneurship, Europe, experimentation, future, global / globalization, health, India, innovation, learning agents, Natural Language Processing (NLP), NVIDIA, platforms, robotics, technology (general), telecommunications, tools, UK, United States, Virtual Reality (VR) / worlds / learning, voice recognition / voice enabled interfaces, workplace, XR - extended reality, by Daniel Christian

The Branches of #ArtificialIntelligence

Info. via @ingliguori shows so many uses of #AI in #business & #technology. #DataScience #BigData #IoT #Python #100DaysofCode #MachineLearning @Strat_AI @EvaSmartAI @EvanKirstel @DeepLearn007 @SwissCognitive @RoblemVR @vue_ai @andy_fitze pic.twitter.com/vqaHrytkoB

— Andrew Neff (@AndrewinContact) December 6, 2021

Ways that artificial intelligence is revolutionizing education — from thetechedvocate.org by Matthew Lynch

Excerpt:

I was speaking with an aging schoolteacher who believes that AI is destroying education. They challenged me to come up with 26 ways that artificial intelligence (AI) is improving education, and instead, I came up with. They’re right here.

AI Startup Speeds Healthcare Innovations To Save Lives — from by Geri Stengel

Excerpt:

This project was a light-bulb moment for her. The financial industry had Bloomberg to analyze content and data to help investors uncover opportunities and minimize risk, and pharmaceutical, biotech, and medical device companies needed something similar.

Artificial Intelligence: Not A Panacea For Supply Chain Issues, But Extremely Helpful https://t.co/wVUnJlA71R pic.twitter.com/M0wfQtyyFo

— Alec Lazarescu (@alec1a) July 20, 2022

#Technology: Emerging Top ?

Info via @Paula_Piccard talks #tech and the #business uses. #IoT #MachineLearning #AI #Python #DataScience #BigData #100DaysOfCode #Blockchain #AR #VR #ArtificialIntelligence #5G @Shi4Tech @BetaMoroney @Hana_ElSayyed @TScotClendaniel @Ym78200 @MiaD pic.twitter.com/Z10dkQzHXI

— Andrew Neff (@AndrewinContact) July 20, 2022

AI Plus VR at Purdue University Global — from er.educause.edu by Abbey Elliott, Michele McMahon, Jerrica Sheridan, and Gregory Dobbin
Adding artificial intelligence to virtual reality provides nursing students with realistic, immersive learning experiences that prepare them to treat patients from diverse backgrounds.

Excerpt:

Adding artificial intelligence (AI) to immersive VR simulations can deepen the learning by enabling patient interactions that reflect a variety of patient demographics and circumstances, adjusting patient responses based on students’ questions and actions. In this way, the immersive learning activities become richer, with the goal of providing unique experiences that can help students make a successful transition from student to provider in the workforce. The use of AI and immersive learning techniques augments learning experiences and reinforces concepts presented in both didactic and clinical courses and coursework. The urgency of the pandemic prompted the development of a vision of such learning that would be sustainable beyond the pandemic as a tool for education on a relevant and scalable platform.

Speaking of emerging technologies and education/learning, also see:

3 Ways AI Can Help Students with Disabilities — from er.educause.edu
Artificial intelligence can improve accessibility and ensure that students with disabilities have access to rich learning opportunities.
Nvidia’s new AI magic turns 2D photos into 3D graphics — from thenextweb.com by
The technique targets video game designs

Best virtual tours in Ireland — from bestinireland.com; with thanks to Mary Pauline Maido for this resource

Is VR Really Mainstream? What Learning Leaders Need to Know — from learningsolutionsmag.com
Eduverse Debuts as Education-Themed Metaverse Experience for K–12 — from thejournal.com

Radar Trends to Watch: June 2022 [O’Reilly]

On 06/03/2022, in 21st century, Amazon, Artificial Intelligence / Machine Learning / Deep Learning / Algorithms, bots, ethics, Facebook / Meta Platforms, Google, human-computer interaction (HCI), innovation, internet, IT in HE, NVIDIA, platforms, programming, robotics, United States, vendors, by Daniel Christian

Radar Trends to Watch: June 2022 — from oreilly.com

Excerpt:

The explosion of large models continues. Several developments are especially noteworthy. DeepMind’s Gato model is unique in that it’s a single model that’s trained for over 600 different tasks; whether or not it’s a step towards general intelligence (the ensuing debate may be more important than the model itself), it’s an impressive achievement. Google Brain’s Imagen creates photorealistic images that are impressive, even after you’ve seen what DALL-E 2 can do. And Allen AI’s Macaw (surely an allusion to Emily Bender and Timnit Gebru’s Stochastic Parrots paper) is open source, one tenth the size of GPT-3, and claims to be more accurate. Facebook/Meta is also releasing an open source large language model, including the model’s training log, which records in detail the work required to train it.

What technology trends will—and should—lead business agendas in 2022? [McKinsey]

On 05/25/2022, in 21st century, 5G, Artificial Intelligence / Machine Learning / Deep Learning / Algorithms, cryptocurrencies, data related items, emerging technologies, future, game-changing environment, global / globalization, innovation, internet, Metaverse, NVIDIA, society, technology (general), trends, United States, Web3, by Daniel Christian

What technology trends will—and should—lead business agendas in 2022? — from mckinsey.com

Excerpt:

Metaverse. Web3. Crypto. 5G.

These are just a few of the technologies grabbing headlines at the start of 2022. But what technology trends truly sit atop business agendas this year? Which might be under executives’ radars but should be surfaced? And what should business leaders keep in mind as they consider these trends?

We asked some members of the McKinsey Technology Council, a group of global experts convened to assess, track, and debate real emerging trends in business and technology, for their perspectives on these questions. Specifically, we asked the following:

What technology trend do you predict will headline business agendas for the remainder of 2022 and why?
What technology trend do you think is under businesses’ radars but merits more of executives’ attention?
What’s one piece of advice you would give to business leaders as they consider incorporating new technologies into their business?

Also relevant/see:

The top trends in tech — from mckinsey.com
Which technologies have the most momentum in an accelerating world? We identified the trends that matter most.

Marketing in the metaverse: An opportunity for innovation and experimentation — from mckinsey.com
Although widespread adoption of the metaverse may take some time, leading brands are already rewriting the rules of marketing.

Marketers would be remiss if they didn’t start exploring what the metaverse can offer. Now is the right time to adopt a test-and-learn mindset, to be open to experiments, and to move on quickly from failure and capitalize on success.

From DSC:
And not just marketers. How about teachers, professors, trainers, and instructional designers?

#Metaverse #learningfromthelivingclassroom #learningecosystems #learning #training #education #K12 #highereducation #vocations #careers #corporatetraining #learninganddevelopment

Radar trends to watch: May 2022 — from oreilly.com
Developments in Web3, Security, Biology, and More

Excerpt:

April was the month for large language models. There was one announcement after another; most new models were larger than the previous ones, several claimed to be significantly more energy efficient.

The amazing opportunities of AI in the future of the educational metaverse [Darbinyan]

On 04/29/2022, in Artificial Intelligence / Machine Learning / Deep Learning / Algorithms, bots, colleges, communications, communities of practice, community colleges, content development, aggregation, repositories, corporate universities / corporate training, digital audio, digital learning, digital video, distance education, education, education technology, educational games / serious games, emerging technologies, engagement / engaging students, experimentation, Facebook / Meta Platforms, future, future of higher education, game-changing environment, higher education, human-computer interaction (HCI), ideas, immersion, innovation, instructional design, intelligent systems, intelligent tutoring, IT in HE, K-12 related, languages and translation, learning, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, learning preferences, learning spaces, library / librarians, lifelong learning, Metaverse, Michigan, more voice more choice more control, multimedia, Natural Language Processing (NLP), NVIDIA, online learning, personalized/customized learning, student-related, teachers, teaching & learning, teaching online, technologies for your home, United States, universities, virtual field trips, Virtual Reality (VR) / worlds / learning, virtual tutoring, vision/possibilities, visualizing information, voice recognition / voice enabled interfaces, wearables, web-based collaboration, Web3, by Daniel Christian

The amazing opportunities of AI in the future of the educational metaverse — from forbes.com by Rem Darbinyan

Excerpt:

Looking ahead, let’s go over several potential AI-backed applications of the metaverse that can empower the education industry in many ways.

Multilingual Learning Opportunities
Language differences may be a real challenge for students from different cultures as they may not be able to understand and keep up with the materials and assignments. Artificial intelligence, VR and AR technologies can enhance multilingual accessibility for learners no matter where they are in the world. Speech-to-text, text-to-speech and machine translation technologies enrich the learning process and create more immersive learning environments.
…
AI can process multiple languages simultaneously and provide real-time translations, enabling learners to engage with the materials in the language of their choice. With the ability to instantly transcribe speech across multiple languages, artificial intelligence removes any language barriers for students, enabling them to be potentially involved, learn and communicate in any language.

Artificial Intelligence (AI) in Education Market size exceeded USD 1 billion in 2020 and is expected to grow at a CAGR of over 40% between 2021 and 2027. (source)

Along the lines of innovation within our educational learning ecosystems, see:

3 Questions for Coursera’s Betty Vandenbosch & U-M’s Lauren Atkins Budde on XR — from insidehighered.com by Joshua Kiim
How might extended reality shape the future of learning?

Excerpts (emphasis DSC):

[Lauren Atkins Budde] “Being able to embed quality, effective extended reality experiences into online courses is exponentially a game-changer. One of the persistent constraints of online learning, especially at scale, is how do learners get hands-on practice? How do they experience specific contexts and situations? How do they learn things that are best experienced? XR provides that opportunity for actively doing different kinds of tasks, in various environments, in ways that would otherwise not be possible. It will open up Lauren Atkins Buddeboth how we teach online and also what we teach online.”
…
These courses are really exciting and cover a broad range of disciplines, which is particularly important. To choose the right subjects, we did an extensive review of insights from industry partners, learners and market research on in-demand and emerging future-of-work skills and then paired that with content opportunities where immersive learning is really a value-add and creates what our learning experience designers call “embodied learning.”

Addendum on 5/1/22:
Can the Metaverse Improve Learning? New Research Finds Some Promise — from edsurge.com by Jeffrey R. Young

“The findings support a deeper understanding of how creating unique educational experiences that feel real (i.e., create a high level of presence) through immersive technology can influence learning through different affective and cognitive processes including enjoyment and interest,” Mayer and his colleagues write.

The AR Roundup: March 2022 — from linkedin.com by Tom Emrich

Excerpt:

Every month I round up what you may have missed in Augmented Reality including the latest stats, funding news and launch announcements and more. Here is what happened in augmented reality between March 1-31, 2022.

“The metaverse is no longer a single virtual world or even a cluster of virtual worlds. It’s the entire system of virtual and augmented worlds,” Chalmers tells me over Zoom. “Where the old metaverse was like a platform on the internet, the new metaverse is more like the internet as a whole, just the immersive internet.”

~ David Chalmers, Philosopher and Author of Reality+

Announcing the 2022 AI Index Report — from hai.stanford.edu by Stanford University

Excerpt/description:

Welcome to the Fifth Edition of the AI Index

The AI Index is an independent initiative at the Stanford Institute for Human-Centered Artificial Intelligence (HAI), led by the AI Index Steering Committee, an interdisciplinary group of experts from across academia and industry. The annual report tracks, collates, distills, and visualizes data relating to artificial intelligence, enabling decision-makers to take meaningful action to advance AI responsibly and ethically with humans in mind.

The 2022 AI Index report measures and evaluates the rapid rate of AI advancement from research and development to technical performance and ethics, the economy and education, AI policy and governance, and more. The latest edition includes data from a broad set of academic, private, and non-profit organizations as well as more self-collected data and original analysis than any previous editions.

Also relevant/see:

Andrew Ng predicts the next 10 years in AI — from venturebeat.com by George Anadiotis
Nvidia’s latest AI wizardry turns 2D photos into 3D scenes in milliseconds — from thenextweb.com by Thomas Macaulay
The Polaroid of the future?
Nvidia events are renowned for mixing technical bravado with splashes of showmanship — and this year’s GTC conference was no exception. The company ended a week that introduced a new enterprise GPU and an Arm-based “superchip” with a trademark flashy demo. Some 75 years after the world’s first instant photo captured the 3D world in a 2D picture…

Nvidia believes Instant NeRF could generate virtual worlds, capture video conferences in 3D, and reconstruct scenes for 3D maps.

What’s ahead for AI, VR, NFTs, and more? — from oreilly.com by Mike Loukides
Here are some predictions for tech in 2022.

Learning Ecosystems

Deloitte State of AI Report 2022 calls out underachievers [Sharon Goldman]

The 5 Biggest Artificial Intelligence (AI) Trends In 2023

Video games dreamed up other worlds. Now they’re coming for real architecture [Berg]

A smorgasboard of new items from NVIDIA

Nvidia launches new metaverse efforts at SIGGRAPH

The Metaverse Will Reshape Our Lives. Let’s Make Sure It’s for the Better. [Ball]

“AI Plus VR at Purdue University Global” + 5 other items re: emerging technologies and education/learning

Radar Trends to Watch: June 2022 [O’Reilly]

The AR Roundup: March 2022 [Emrich]

Announcing the 2022 AI Index Report [Stanford University]

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