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)
 

Recent Advancements In Artificial Intelligence — from forbes.com by Gaurav Tewari

Excerpts:

As the founder of a technology investment firm, I’ve seen firsthand just how much AI has advanced in such a short period of time. The underlying building blocks of the technology are getting astonishingly better at an exponential rate, far outpacing our expectations. Techniques like deep learning allow us to run complex AI models to solve the most difficult problems. But while those who work in technology-centric careers are aware of AI’s explosive capabilities, the public at large is still largely unaware of the depth of AI’s potential.

Enterprise functions such as marketing, sales, finance and HR are all areas that can utilize new AI-enabled applications; these applications include providing customers with 24/7 financial guidance, predicting and assessing loan risks and collecting and analyzing client data.

Also relevant/see:

What is the Future of Artificial Intelligence? — from thedigitalspeaker.com by Dr. Mark van Rijmenam

Excerpts:

Let’s explore some real-life artificial intelligence applications.

  1. Using Artificial Intelligence for Navigation
  2. Marketers Use Artificial Intelligence to Increase Their Efficiency
  3. The use of Artificial Intelligence in robotics
  4. Gaming and Artificial Intelligence
  5. Incorporating Artificial Intelligence into Lifestyles

Artificial intelligence (AI): 7 roles to prioritize now — from enterprisersproject.com by Marc Lewis; with thanks to Mr. Stephen Downes for this resource
Which artificial intelligence (AI) jobs are hottest now? Consider these seven AI/ML roles to prioritize in your organization

While these seven AI roles are critical, finding talent to fill them is difficult.  AI, machine learning, and data analytics are new fields, and few people have relevant experience.

This leads us back to the fact: We are dealing with a Great Reallocation of the labor force to an AI/Machine learning, data-driven world.

3 ways AI is scaling helpful technologies worldwide — from blog.google by Jeff Dean
Decades of research have led to today’s rapid progress in AI. Today, we’re announcing three new ways people are poised to benefit.

Excerpts:

  1. Supporting 1,000 languages with AI
  2. Empowering creators and artists with AI
  3. Addressing climate change and health challenges with AI
 
  1. Radar Trends to Watch: November 2022 — from oreilly.com by Mike Loukides
    Developments in AI, Programming, Quantum Computing, and More

Excerpts:

Maintaining a separate category for AI is getting difficult. We’re seeing important articles about AI infiltrating security, programming, and almost everything else; even biology. That sounds like a minor point, but it’s important: AI is eating the world. What does it mean when an AI system can reconstruct what somebody wants to say from their brainwave? What does it mean when cultured brain cells can be configured to play Pong? They don’t play well, but it’s not long since that was a major achievement for AI.

The creators of StableDiffusion have announced HarmonyAI, a community for building AI tools for generating music. They have released an application called Dance Diffusion.

Google’s new AI can hear a snippet of song—and then keep on playing — from technologyreview.com by Tammy Xuarchive
The technique, called AudioLM, generates naturalistic sounds without the need for human annotation.

 

How AI will change Education: Part I | Transcend Newsletter #59 — from transcend.substack.com by Alberto Arenaza; with thanks to GSV’s Big 10 for this resource

Excerpt:

You’ve likely been reading for the last few minutes my arguments for why AI is going to change education. You may agree with some points, disagree with others…

Only, those were not my words.

An AI has written every single word in this essay up until here.

The only thing I wrote myself was the first sentence: Artificial Intelligence is going to revolutionize education. The images too, everything was generated by AI.

 

Future Today Institute's 2022 Tech and Science Trends Report is now available

The Future Today Institute’s 15th Anniversary Tech Trends Report

Excerpt:

Future Today Institute’s 2022 Tech and Science Trends Report is now available. Downloaded more than 1 million times each year, FTI’s annual Tech Trends Report is a must-read for every industry. Learn the key trends impacting finance, insurance, transportation, healthcare, sports, logistics, telecom, work, government and policy, security, privacy, education, agriculture, entertainment, music, CPG, hospitality and dining, ESGs, climate, space and more. Discover critical insights. See what strategic action you can take on the futures, today.

 

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:


 

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

 

Infographic -- 21st-Century Skills That Every Learner Needs

From DSC:
The Ultimate List of 21-Century Skills – 2022 that’s on that page lists fifty skills. Whew! That’s a lot of skills. I doubt anyone will have them all. But the posting/infographic has a lot of fodder for further reflection and growth.

 

HSF embraces the metaverse with new digital law course for students — from legalcheek.com by Thomas Connelly

Excerpt:

The global law firm has launched a series of free workshops exploring how lawyers help clients navigate novel legal and regulatory issues relating to techy-topics including the metaverse, non-fungible tokens (NFTs), robotics and artificial intelligence (AI).

From DSC:
This kind of thing needs to happen in law schools across many countries.

 

AI/ML in EdTech: The Miracle, The Grind, and the Wall — from eliterate.us by Michael Feldstein

Excerpt:

Essentially, I see three stages in working with artificial intelligence and machine learning (AI/ML). I call them the miracle, the grind, and the wall. These stages can have implications for both how we can get seduced by these technologies and how we can get bitten by them. The ethical implications are important.

 

Radar Trends to Watch: September 2022 Developments in AI, Privacy, Biology, and More — from oreilly.com by Mike Loukides

Excerpt:

It’s hardly news to talk about the AI developments of the last month. DALL-E is increasingly popular, and being used in production. Google has built a robot that incorporates a large language model so that it can respond to verbal requests. And we’ve seen a plausible argument that natural language models can be made to reflect human values, without raising the question of consciousness or sentience.

For the first time in a long time we’re talking about the Internet of Things. We’ve got a lot of robots, and Chicago is attempting to make a “smart city” that doesn’t facilitate surveillance. We’re also seeing a lot in biology. Can we make a real neural network from cultured neurons? The big question for biologists is how long it will take for any of their research to make it out of the lab.

 

McKinsey Technology Trends Outlook 2022

Excerpt:

Which technology trends matter most for companies in 2022? New analysis by the McKinsey Technology Council highlights the development, possible uses, and industry effects of advanced technologies.

McKinsey Technology Trends Outlook 2022

 

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 — 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 Is Not a Place — from oreilly.com by Tim O’Reilly
It’s a communications medium.

Excerpt:

Foundations of the metaverse
You can continue this exercise by thinking about the metaverse as the combination of multiple technology trend vectors progressing at different speeds and coming from different directions, and pushing the overall vector forward (or backward) accordingly. No new technology is the product of a single vector.

So rather than settling on just “the metaverse is a communications medium,” think about the various technology vectors besides real-time communications that are coming together in the current moment. What news from the future might we be looking for?

  • Virtual Reality/Augmented Reality
  • Social media
  • Gaming
  • AI
  • Cryptocurrencies and “Web3”
  • Identity

#metaverse #AI #communications #gaming #socialmedia #cryptocurrencies #Web3 #identity #bots #XR #VR #emergingtechnologies

 
© 2022 | Daniel Christian