Learning from the living class room

 

7 Artificial Intelligence Trends to Watch in 2020 — from interestingengineering.com by Christopher McFadden

Excerpts:

Per this article, the following trends were listed:

  1. Computer Graphics will greatly benefit from AI
  2. Deepfakes will only get better, er, worse
  3. Predictive text should get better and better
  4. Ethics will become more important as time goes by
  5. Quantum computing will supercharge AI
  6. Facial recognition will appear in more places
  7. AI will help in the optimization of production pipelines

Also, this article listed several more trends:

According to sources like The Next Web, some of the main AI trends for 2020 include:

  • The use of AI to make healthcare more accurate and less costly
  • Greater attention paid to explainability and trust
  • AI becoming less data-hungry
  • Improved accuracy and efficiency of neural networks
  • Automated AI development
  • Expanded use of AI in manufacturing
  • Geopolitical implications for the uses of AI

Artificial Intelligence offers great potential and great risks for humans in the future. While still in its infancy, it is already being employed in some interesting ways.

According to sources like Forbes, some of the next “big things” in technology include, but are not limited to:

  • Blockchain
  • Blockchain As A Service
  • AI-Led Automation
  • Machine Learning
  • Enterprise Content Management
  • AI For The Back Office
  • Quantum Computing AI Applications
  • Mainstreamed IoT

Also see:

Artificial intelligence predictions for 2020: 16 experts have their say — from verdict.co.uk by Ellen Daniel

Excerpts:

  • Organisations will build in processes and policies to prevent and address potential biases in AI
  • Deepfakes will become a serious threat to corporations
  • Candidate (and employee) care in the world of artificial intelligence
  • AI will augment humans, not replace them
  • Greater demand for AI understanding
  • Ramp up in autonomous vehicles
  • To fully take advantage of AI technologies, you’ll need to retrain your entire organisation
  • Voice technologies will infiltrate the office
  • IT will run itself while data acquires its own DNA
  • The ethics of AI
  • Health data and AI
  • AI to become an intrinsic part of robotic process automation (RPA)
  • BERT will open up a whole new world of deep learning use cases

The hottest trend in the industry right now is in Natural Language Processing (NLP). Over the past year, a new method called BERT (Bidirectional Encoder Representations from Transformers) has been developed for designing neural networks that work with text. Now, we suddenly have models that will understand the semantic meaning of what’s in text, going beyond the basics. This creates a lot more opportunity for deep learning to be used more widely.

 

 

Coming down the pike: A next generation, global learning platform [Christian]

From DSC:
Though we aren’t quite there yet, the pieces continue to come together to build a next generation learning platform that will help people reinvent themselves quickly, efficiently, constantly, and cost-effectively.

Learning from the living class room

 

Learning from the living class room

 

Learning from the living class room

 

Learning for a Living — from MIT Sloan Mgmt Review by Gianpiero Petriglieri

Excerpt (emphasis DSC):

Calls for learning have long been common at corporate retreats, professional conferences, and similar gatherings. But with the furious pace of change that technology has brought to business and society, they have become more urgent. Leaders in every sector seem to agree: Learning is an imperative, not a cliché. Without it, careers derail and companies fail. Talented people flock to employers that promise to invest in their development whether they will stay at the company or not.

If we are after transformative learning, what we need is a familiar yet open frame — a playground of sorts that magnifies our habits and the culture that breeds them so that we can examine both, and imagine and try new ways of being.

A boot camp must replicate workplace constraints to help us master ways of navigating them more efficiently. Whether it’s a course on, say, reaping insights from data analytics or a training session on giving respectful feedback, the space supports practice and improvement. A playground must remove most constraints to promote experimentation. Providing some distance from day-to-day reality allows us to get real in a deeper sense. A boot camp amplifies and exploits the shame of learning, helping us learn how not to be found wanting. A playground exposes and challenges that shame, helping us realize that if we were less anxious, it might be easier to claim what we want and discover how to get it.


From DSC:

A heads up. The way they use the word bootcamp is different from the way I’ve heard that word used these last 5-7 years. I think of bootcamps as more along the lines of a 10-12 week, intensive course — often involving programming. I don’t see them as internal training courses. But this article uses the word bootcamp in that way.

 

Evergreen Data Visualization  — from stephanieevergreen.com; with thanks to Mr. Pat Bailey for his post on LinkedIn.com about this resource

From DSC:
If you are using RSS feeds along with a product like Feedly, it might be worth subscribing to the stream of content originating at stephanieevergreen.com/blog/. I appreciated her designs in crafting/relaying narratives via the data that she has worked with.

Here’s an example posting:

 

The Jobs of Tomorrow: LinkedIn’s 2020 Emerging Jobs Report — from blog.linkedin.com by Guy Berger

Excerpt:

Here’s what you should know about this year’s emerging jobs.

  • Artificial intelligence (AI) continues to make a strong showing on our Emerging Jobs lists, which is no surprise.
  • Professionals are on the move, likely a result of factors like housing costs, political and regulatory change, or more flexibility with remote work opportunities.
  • Demand for soft skills is likely to increase as automation becomes more widespread. Skills like communication, creativity, and collaboration are all virtually impossible to automate…

Also see these reports:

Online learning is here to stay.
The multibillion-dollar e-learning industry is taking off, and it’s staffing up to prepare. LinkedIn data shows the industry is snapping up both sales and tech talent, indicating continued customer demand for these types of solutions.

 

Delta Model Lawyer: Lawyer Competencies for the Computational Age — from law.mit.edu by Caitlin “Cat” Moon
Technology changes the ways that people interact with one another. As a result, the roles and competencies required for many professions are evolving. Law is no exception. Cat Moon offers the Delta Model as a tool for legal professionals to understand how adapt to these changes.

Excerpt:

The [law] schools must begin training the profession to cope with and understand computers. […] Minimizing the pain and problems which may be caused by computer-created unknowns is a responsibility of the profession.

 

Technology is increasingly being used to provide legal services, which demands a new breed of innovative lawyer for the 21st century. Law schools are launching specialist LL.M.s in response, giving students computing skills — from llm-guide.com by Seb Murray

Excerpts:

Junior lawyers at Big Law firms have long been expected to work grueling hours on manual and repetitive tasks like reviewing documents and doing due diligence. Increasingly, such work is being undertaken by machines – which can be faster, cheaper and more accurately than humans. This is the world of legal technology – the use of technology to provide legal services.

The top law schools recognize the need to train not just excellent lawyers but tech-savvy ones too, who understand the application of technology and its impact on the legal market. They are creating specialist courses for those who want to be more involved with the technology used to deliver legal advice.

“Technology is changing the way we live, work and interact,” says Alejandro Touriño, co-director of the course. “This new reality demands a new breed of lawyers who can adapt to the emerging paradigm. An innovative lawyer in the 21st century needs not only to be excellent in law, but also in the sector where their clients operate and the technologies they deal with.” 

The rapid growth in Legal Tech LL.M. offerings reflects a need in the professional world. Indeed, law firms know they need to become digital businesses in order to attract and retain clients and prospective employees.

 

From DSC:
In case it’s helpful or interesting, a person interested in a legal career needs to first get a Juris Doctor (J.D.) Degree, then pass the Bar. At that point, if they want to expand their knowledge in a certain area or areas, they can move on to getting an LL.M. Degree if they choose to.

As in the world of higher ed and also in the corporate training area, I have it that the legal field will need to move more towards the use of teams of specialists. There will be several members of the team NOT having law degrees. For example, technologists, programmers, user experience designers, etc. should be teaming up with lawyers more and more these days.

 

OPINION: The odds are still stacked against low-income college students; here are some ways to expand the possibilities — from hechingerreport-org by Aimee Eubanks-Davis; with thanks to Joseline Hardrick at the WMU-Cooley Law School for posting this on LinkedIn

Excerpts:

Unfortunately, the odds for low-income students are still stacked against them. In fact, only one in four will graduate with a strong first job or enter graduate school. There is no safety net for these students. In fact, for their families, they are the safety net. They’ll start college expecting to leave with good-paying jobs with benefits that allow them to pay back loans, help their parents or other family members financially, and lead a self-sustaining life. Instead, the jobs that college graduates from low-income backgrounds do eventually land set them on an incongruent path to earn 66 cents on the dollar compared to their more affluent peers.

When we help provide low-income and first-generation college students the tools to overcome gaps in skills, assist them in getting a foot in the door at a top internship and connect them with professionals in the field, they will blow us away every time. I, for one, am excited to see a world in which extraordinary diverse leaders can emerge truly from anywhere and everywhere.

 

Top ten podcasts every teacher needs to hear — from wiley.com; with thanks to Emily Liebtag for her posting on Twitter for this resource

Excerpt:

Listening to podcasts is an easy way to dive into a topic that interests you and learn something new from others who share your passion for education.

We’re highlighting the following ten podcast episodes featuring Jossey-Bass authors that you can listen to whenever, wherever to help you master your craft or reignite your love of teaching.

So, take some time for yourself, grab your earbuds, and press play on these…

 

6 critical IT skills for the next decade: Bay Area CIO of the Year winners share — from enterprisersproject.com by Ginny Hamilton
What skills will IT talent need most? Six award-winning CIOs discuss the top skills on their radar screens – from AI to emotional intelligence

I’d highly recommend all technology professionals build their external network and contribute to the external professional community as early in your career as possible. The wisdom of the tech community is incredibly important, and because you have to curate this over an extended period of time, there is no accelerated option you can tap at a later date. Technology professionals need to constantly be re-inventing themselves to stay relevant. As technology evolves, so too do the people and roles around it. Constant change is the steady state today and as I tell my team, “The pain of change is mandatory, it is the suffering that is optional. And if you don’t like change, you are going to like irrelevance even less.”

 

From DSC:
This is an especially good read for students who are considering going into a tech-focused career. If you decide to go that route, you had better be ready for constant change….constant, lifelong learning. And as you get older, you will face age discrimination. Enjoy the jobs that you get from ages 18-30 (perhaps even up to age 35). After that, it gets much tougher. Hopefully, that situation will change as more organizations get sued for allowing this discrimination to continue (perhaps implementing is the more appropriate word…vs. allowing it to occur). Here are some examples of those kinds of issues/suits. But for now, that’s the state of things…at least here in the United States.

 

Six Examples of Augmented Reality in Performance Support — from learningsolutionsmag.com by Jeff Batt

Excerpt:

What do you think of when you hear the words “performance support”? We may all have our interpretation, but for me, performance support gives the learner instruction on how to perform actions while on the job and in the moment they need it. That has AR written all over it.

AR in performance support puts learning content in the context of what the learner is seeing. It enhances the real world, and it guides the learner through steps they need to take in the real world and even allows them to explore content they cannot easily access otherwise.

That has enormous potential for the learning and development space and gets me super excited about using AR. In this article, I’ll explore some possible scenarios for using AR in your performance support materials.

 

Fill up on Legal Podcasts — from abovethelaw.com by Legal Talk Network
Bring productivity and entertainment to the table this Thanksgiving.

Excerpt:

If you’re looking for tips on handling stress in the profession, tune in for candid conversations about addiction and stress. Or if you’re interested in different kinds of system reform, tune in to hear about the experiences of lawyers fighting for death row and criminal justice reform. Or if you’re curious about current events, catch the funny and thoughtful takes of other legal professionals as they share their two cents. So while you sweat over the oven, pull up Legal Talk Network on your favorite podcast app and enjoy informational and engaging legal content designed with the busy lawyer in mind.

From DSC:
Podcasts are another example of tapping into the “streams of content” that are ever flowing by us.

 
 

As pressure to upskill grows, 5 models emerge — from forbes.com by Allison Dulin Salisbury

Excerpt:

The Business Roundtable made big news in August when it redefined the role of corporations to focus on not just share price, but stakeholders. According to the nearly 200 CEOS who joined the statement, making that shift requires that employers not only compensate employees fairly, and provide “important benefits,” it  “includes supporting them through training and education that help develop new skills for a rapidly changing world.”

Whatever your preferred statistics, the message is clear: Millions of American workers need new skills, and that number is only set to grow. This talent mismatch isn’t just bad for individuals, it’s a challenge to businesses’ continued productivity and growth. That makes investments that help workers build new skills, and chart a course toward economic mobility, not only mission-aligned—but a business imperative. 

In response to a growing imperative, we are experiencing a sort of renaissance at the intersection of education and corporate training.  

 

As pressure to upskill grows, 5 models emerge

 
© 2024 | Daniel Christian