Artificial Intelligence/Agents/LLMs/and Related

The 5 top tech skills companies want in new hires right now — from fortune.com by Anne Fisher; with thanks to Ryan Craig for his relaying this resource

Excerpts (emphasis DSC):

Tim Tully agrees. Chief technology officer at data giant Splunk—whose clients number 92 of the Fortune 100—Tully says that the most important trait IT job candidates need now is “a strong desire to learn.” It might be too broad of a requirement, but consider Tully’s own list of the five most essential tech skills now:

1. Real-time data management
2. Design thinking
3. App development
4. A.I. and machine learning
5. A composite of the first four skills

From DSC:
I’m especially posting this for students who are considering a tech-related career. If that’s you, Tim’s words ring true — you must have a strong desire to learn. And I would add, to keep learning and to keep learning and to keep learning…

If you are in IT, it’s wise to check in regularly on career progress – because staying still for too long could quickly lead to falling behind. (source)

Also, given the pace of change and today’s current marketplace, you need to be ready to be let go and take a right turn (i.e., be flexible and adaptable). You need to have a healthy learning ecosystem built up and maintained — one that will support you over the long haul. Heutagogy comes into play here. And at least for me, prayer helps greatly here too — as one can easily put one’s eggs into the wrong basket(s) when we’re talking about tech-related jobs.

And for you applying for jobs, don’t get discouraged by those organizations/people who are looking for those “purple unicorns” that Ryan Craig talks about in his Gap Letter Volume II, #4 (i.e., the perfect candidate who meets a ridiculously long list of requirements for the job).

Also see:

Below is a relevant excerpt from that report:

Online tool will help ‘Spot’ legal issues that people face [pewtrusts.org]

On 02/15/2020, in 21st century, 24x7x365 access, Access to Justice (A2J), Artificial Intelligence/Agents/LLMs/and Related, Cost of legal services - including access, ideas, innovation, law schools, legal technologies, legislatures / government / legal, new business models, society, technology (general), tools, vision/possibilities, by Daniel Christian

Online tool will help ‘Spot’ legal issues that people face — from .pewtrusts.org
Artificial intelligence can boost non-lawyers’ ability to navigate civil court system

Excerpt:

People looking for information on legal questions often start their searches online, without a good handle on the terminology. Today’s machine learning tools can help put nonlegal phrasing into context, using artificial intelligence to match people’s situations with specific legal issues, supplying accurate information and connections to potential services.

A team at the Legal Innovation and Technology (LIT) Lab at Suffolk University Law School in Boston, with funding from The Pew Charitable Trusts, is building an application programming interface, or API—known as Spot—that can serve as a computerized issue spotter. Spot could be used by legal services websites and others to help lay users, and its functionality will improve as it accumulates more data and real-life examples.

How to Hire a Great Data Scientist [toptal.com]

On 02/15/2020, in analytics, Artificial Intelligence/Agents/LLMs/and Related, bots, business, career development, data related items, Natural Language Processing (NLP), platforms, student-related, voice recognition / voice enabled interfaces, workplace, youth, by Daniel Christian

How to Hire a Great Data Scientist — from toptal.com; with thanks to Kathlyn Tantuan for this resource.

Excerpt:

What makes a great data scientist? The answer depends on the branch of data science in question and your specific needs, but all data scientists inevitably share a core set of skills. This comprehensive hiring guide outlines critical skills and explains how to pick the right data scientist for the job.

6 Ed Tech Trends to Watch in 2020 [Kelly, Burns, Frazee, & Perez]

On 02/13/2020, in accessibility / UDL, adjunct faculty, analytics, Artificial Intelligence/Agents/LLMs/and Related, Augmented Reality (AR), bots, business side of he, career development, change, changing business models, collaboration, colleges, community colleges, data related items, digital learning, digital video, education technology, emerging technologies, engagement / engaging students, future of higher education, higher education, human-computer interaction (HCI), ideas, innovation, instructional design, intelligent systems, intelligent tutoring, IT in HE, learning ecosystem, Mixed Reality (MR), tools, trends, United States, universities, Virtual Reality (VR) / worlds / learning, vision/possibilities, workplace, by Daniel Christian

6 Ed Tech Trends to Watch in 2020 — from campustechnology.com by Rhea Kelly with:

Bridget Burns, Executive Director, University Innovation Alliance
James Frazee, Chief Academic Technology Officer and Associate VP, Instructional Technology Services, San Diego State University
Ernie Perez
Director, Educational Technology, Digital Learning & Innovation, Boston University

This year’s top issues in education technology reflect the bigger picture of a student’s pathway from individual courses all the way to graduation and career.

Topics include:

1) Workforce Readiness
2) Artificial Intelligence and Chatbots
3) Extended Reality (XR)
4) Video and Accessibility
5) Predictive Analytics and Advising
6) Industry Partnerships

BIGLAW 2040: What will happen when Gen Z is in charge? — from law360.com by Natalie Rodriguez

Excerpts:

The opportunities that BigLaw has begun offering associates to spend months-long stints working out of international offices will evolve from rare resume brags to almost standard career milestones for those interested in leadership positions.

“If you don’t have global experience, you’re not becoming a CEO anymore, and that’s going to be true of becoming a managing partner. If you want to be a global business, you’re going to have to understand the world,” Wilkins said.

The legal leaders of 2040 will also have to expand their circle — think data technicians, cybersecurity professionals, chief knowledge officers, legal tech and artificial intelligence systems engineers, all of whom are going to play much larger roles in the BigLaw ecosystem in the next few decades.

Addendum on 2/11/20:

The Skills Every Future Lawyer Needs — from law360.com by Erin Coe

Excerpt:

To provide those outcomes and solutions, many lawyers of the future will be responsible for building the systems that replace the old ways of working.

They will become legal knowledge engineers, legal risk managers, legal systems analysts, legal design thinkers and legal technologists, and they will be the ones solving clients’ problems, not through one-on-one advice, but through technology-delivered solutions, according to Susskind.

The challenge for existing lawyers is whether they are prepared over the next 20 years to retrain themselves for these new roles.

Experts say 23% of lawyers’ work can be automated—law schools are trying to stay ahead of the curve [Hess]

On 02/09/2020, in analytics, Artificial Intelligence/Agents/LLMs/and Related, data related items, law schools, legal technologies, legislatures / government / legal, lifelong learning, United States, universities, by Daniel Christian

Experts say 23% of lawyers’ work can be automated—law schools are trying to stay ahead of the curve — from cnbc.com by Abigail Hess

Excerpts:

While law school graduates out-earn those with just a high school or bachelor’s degree on average, the legal profession is not immune to the same technological trends that have touched essentially every industry.

Advances in technology such as artificial intelligence allow modern software to scan legal documents, streamline communications and find relevant casework for lawyers. McKinsey estimates that 23% of work done by lawyers can be automated by existing technology.
…
Another way law schools are working to increase their value proposition is by offering more lifelong learning resources.

Greif argues that to a significant extent, law schools have always been centers of lifelong learning, through conferences and collaboration with local bar associations, but says that some schools have been ramping up their offerings.

From DSC:
This type of thing will be constantly running on a next-generation learning platform — i.e., scanning open job descriptions and presenting the top/”hottest” occupations/skills/employers — but then offering the relevant courses, modules, webinars, local learning hubs, discussion forums, etc. that will teach you the necessary skills (similar to what justwatch.com or suppose.tv provides for the entertainment industry).

Artificial Intelligence is transforming the legal industry [Farmakis]

On 02/01/2020, in 21st century, Artificial Intelligence/Agents/LLMs/and Related, career development, change, changing business models, Cost of legal services - including access, disruption, innovation, law schools, legal technologies, legislatures / government / legal, new business models, platforms, productivity / tips and tricks, tools, by Daniel Christian

Artificial Intelligence is transforming the legal industry — from law.comby Christian A. Farmakis
Artificial intelligence (AI) is adding efficiencies and transforming businesses everywhere, and legal practices are no exception.

Excerpts:

How is AI technology disrupting the legal industry?
AI legal technology won’t replace lawyers, but these tools will drastically change the way lawyers provide services for their clients. While estimates vary, 23%t to 35% of a lawyer’s job could be automated. As a result, lawyers will need to be more strategic and supervisorial, able to act as project managers and supervise the information being fed into systems, and knowledgeable about the assumptions underlying the machine learning algorithms.
…
What will be the next wave of AI legal technology?
The next generation, which is starting to hit the market now, will be document automation and legal research and writing tools, as well as predictive technology tools. For example, a contract can be put through an algorithm in order to identify how risky it is. It could be used to determine how likely it is to go into litigation or if it complies with the company’s internal contract procedures and policies.

Another use is analytic tools that can measure efficiency and pricing of the legal services. E-billing and practice management tools could measure whether a service contract should cost $2,500, not the $7,500 that’s being charged. In other instances, AI could help firms do estimates for alternative fee arrangements.

How to block Facebook and Google from identifying your face [Haselton]

On 01/25/2020, in Artificial Intelligence/Agents/LLMs/and Related, Facebook / Meta Platforms, Google, law schools, legislatures / government / legal, platforms, policy, political science, the downsides of how people use tech, by Daniel Christian

How to block Facebook and Google from identifying your face — from cnbc.com by Todd Haselton

Excerpt:

A New York Times report over the weekend discussed a company named Clearview AI that can easily recognize people’s faces when someone uploads a picture.
It scrapes this data from the internet and sites people commonly use, such as Facebook and YouTube, according to the report.
You can stop Facebook and Google from recognizing your face in their systems, which is one step toward regaining your privacy.
Still, it probably won’t entirely stop companies like Clearview AI from recognizing you, since they’re not using the systems developed by Google or Facebook.

Things I Learned at Project Voice — from thejournal.com by Bradley Metrock, who produces the Project Voice conference, hosts This Week in Voice
Could 2020 be the year of the voice? These voice experts think so.

Excerpt:

Voice experience of the year for education, with these finalists:

Sermo Labs’ 1-2-3 Math;
Bamboo Math;
Voicelets, to help students learn by listening;
Highlights Storybooks from Bamboo; and
Novel Effect, a voice-driven storytelling app for families.

Highlights took this category.

And voice developer of the year, with these finalists:

Pretzel Labs, a voice design studio
Sermo Labs
Voicelets
Bamboo Learning
Novel Effect

Bamboo Learning won this award.

Also see:

12 Education Predictions for 2020 — by Dian Schaffhauser
The learning and innovation in education never stops. Here’s what 12 education technology experts and observers expect for the new year in K-12.

How technology and law changes for career development [Ghadawala]

On 01/24/2020, in 21st century, 24x7x365 access, analytics, Artificial Intelligence/Agents/LLMs/and Related, career development, change, changing business models, cloud-based computing / apps / other cloud-related, corporate / business world, Cost of legal services - including access, emerging technologies, innovation, intelligent systems, law schools, legal technologies, legislatures / government / legal, by Daniel Christian

How technology and law changes for career development — from lawtechnologytoday.org by Manan Ghadawala

Excerpt:

But things have been changing in technology and law over the years. Let us look at these developments in technology and law and also see how technology already [is] — and will — impact legal careers.
…
Joni Pirovich from Hall & Wilcox explained, “As technology trends are pervasive across all industries, it’s now incumbent upon law firms to ensure lawyers have a good starting language to interpret technology concepts and how they interact with legal principles.”

The increase in law firm technology did surprise some people. Forbes found out that there was a 713% jump in investments in technology for law firms in 2018—almost 1.63 billion USD—bolstered mostly by the arrival of eDiscovery, which is an electronic method for finding important information specific investigations or suits.

#Automation #MachineLearning #AI #BigData

Why you should care about what’s happening with law schools and the legal realm in general!

On 01/23/2020, in 21st century, Access to Justice (A2J), Artificial Intelligence/Agents/LLMs/and Related, career development, change, collaboration, dangers of the status quo, Daniel S. Christian, emerging technologies, entrepreneurship, ethics, faith, future, game-changing environment, global / globalization, higher education, human-computer interaction (HCI), ideas, innovation, law schools, legal technologies, legislatures / government / legal, morals/values, online learning, pace of change, platforms, policy, political science, professional development, society, technologies for your home, technology (general), the downsides of how people use tech, trends, Uncategorized, United States, universities, vendors, vision/possibilities, youth, by Daniel Christian

From DSC:
As some of you may know, I’m now working for the WMU-Thomas M. Cooley Law School. My faith gets involved here, but I believe that the LORD wanted me to get involved with:

Using technology to increase access to justice (#A2J)
Contributing to leveraging the science of learning for the long-term benefit of our students, faculty, and staff
Raising awareness regarding the potential pros and cons of today’s emerging technologies
Increase the understanding that the legal realm has a looooong way to go to try to get (even somewhat) caught up with the impacts that such emerging technologies can/might have on us.
Contributing and collaborating with others to help develop a positive future, not a negative one.

Along these lines…in regards to what’s been happening with law schools over the last few years, I wanted to share a couple of things:

1) An article from The Chronicle of Higher Education by Benjamin Barton:

2) A response from our President and Dean, James McGrath:

From DSC:
I also wanted to personally say that I arrived at WMU-Cooley Law School in 2018, and have been learning a lot there (which I love about my job!). Cooley employees are very warm, welcoming, experienced, knowledgeable, and professional. Everyone there is mission-driven. My boss, Chris Church, is multi-talented and excellent. Cooley has a great administrative/management team as well.

There have been many exciting, new things happening there. But that said, it will take time before we see the results of these changes. Perseverance and innovation will be key ingredients to crafting a modern legal education — especially in an industry that is just now beginning to offer online-based courses at the Juris Doctor (J.D.) level (i.e., 20 years behind when this began occurring within undergraduate higher education).

My point in posting this is to say that we should ALL care about what’s happening within the legal realm! We are all impacted by it, whether we realize it or not. We are all in this together and no one is an island — not as individuals, and not as organizations.

We need:

Far more diversity within the legal field
More technical expertise within the legal realm — not only with lawyers, but with legislators, senators, representatives, judges, others
Greater use of teams of specialists within the legal field
To offer more courses regarding emerging technologies — and not only for the legal practices themselves but also for society at large.
To be far more vigilant in crafting a positive world to be handed down to our kids and grandkids — a dream, not a nightmare. Just because we can, doesn’t mean we should.

Still not convinced that you should care? Here are some things on the CURRENT landscapes:

You go to drop something off at your neighbor’s house. They have a camera that gets activated. What facial recognition database are you now on? Did you give your consent to that? No, you didn’t.
Because you posted your photo on Facebook, YouTube, Venmo and/or on millions of other websites, your face could be in ClearView AI’s database. Did you give your consent to that occurring? No, you didn’t.
You’re at the airport and facial recognition is used instead of a passport. Whose database was that from and what gets shared? Did you give your consent to that occurring? Probably not, and it’s not easy to opt-out either.
Numerous types of drones, delivery bots, and more are already coming onto the scene. What will the sidewalks, streets, and skies look like — and sound like — in your neighborhood in the near future? Is that how you want it? Did you give your consent to that happening? No, you didn’t.
…and on and on it goes.

Addendum — speaking of islands!

Palantir CEO: Silicon Valley can’t be on ‘Palo Alto island’ — Big Tech must play by the rules — from cnbc.com by Jessica Bursztynsky

Excerpt:

Palantir Technologies co-founder and CEO Alex Karp said Thursday the core problem in Silicon Valley is the attitude among tech executives that they want to be separate from United States regulation.

“You cannot create an island called Palo Alto Island,” said Karp, who suggested tech leaders would rather govern themselves. “What Silicon Valley really wants is the canton of Palo Alto. We have the United States of America, not the ‘United States of Canton,’ one of which is Palo Alto. That must change.”

“Consumer tech companies, not Apple, but the other ones, have basically decided we’re living on an island and the island is so far removed from what’s called the United States in every way, culturally, linguistically and in normative ways,” Karp added.

Juris announces launch of AI powered software to help people solve their own legal problems

On 01/23/2020, in Access to Justice (A2J), Artificial Intelligence/Agents/LLMs/and Related, Cost of legal services - including access, innovation, intelligent systems, law schools, legal technologies, legislatures / government / legal, society, by Daniel Christian

Juris announces launch of AI powered software to help people solve their own legal problems — from finance.yahoo.com

Excerpt:

Legal technology company Juris has announced the launch of their service, DepositLetter, an online tool built to recover illegally withheld security deposits on behalf of renters. Customers complete a five-minute online interview and Juris does the rest automatically to show their former landlord that they know their rights under the law, to demand their money back, and even threaten to sue. DepositLetter is the first service built on the Juris Virtual Legal Assistant platform, a law-powered A.I. expert system made to help people solve their own legal problems.

Also see:

Millennial lawyers demand mobility. Are law firms ready to provide it? from law.com by Alex Babin
Like it or not, remote work is coming to the legal world. Even among law firms, the development of policies to accommodate work performed away from the office appears to be a notable trend.

Excerpt:

Like it or not, remote work is coming to the legal world. Even among law firms, where I am repeatedly reminded that the adoption of technology tends to lag behind other workplaces and industries, the development of policies to accommodate work performed away from the office appears to be a notable trend. In part, this is being driven by increasing numbers of millennials in the legal workforce. According to a 2019 Deloitte survey, nearly 75% of millennials think a “work-from-home” or “work remotely” policy is important. But the changing perspective is also very likely a function of a broader transition in the legal industry toward technology-enabled efficiency.

A.I. breakthroughs in natural-language processing are big for business [Kahn]

On 01/21/2020, in 21st century, analytics, Artificial Intelligence/Agents/LLMs/and Related, bots, business, career development, corporate / business world, emerging technologies, Natural Language Processing (NLP), tools, trends, vendors, by Daniel Christian

A.I. breakthroughs in natural-language processing are big for business — from fortune.com by Jeremy Kahn

Excerpt:

Over the past 18 months, though, computer scientists have made huge strides in creating algorithms with unprecedented abilities at a variety of language tasks. What’s more, these new algorithms are making the leap from the lab and into real products at a breakneck pace—already changing the way tech’s biggest players, and many other businesses, operate. The Natural Language Processing (NLP) revolution promises better search engines and smarter chatbots and digital assistants. It could lead to systems that automatically analyze—and maybe even compose— legal documents and medical records. But some believe the NLP revolution will do far more.

Reflections on “Technology Trends: The evolution of #ML and #AI in 2020”

On 01/20/2020, in Artificial Intelligence/Agents/LLMs/and Related, change, Daniel S. Christian, emerging technologies, future, game-changing environment, human-computer interaction (HCI), India, trends, by Daniel Christian

Technology Trends: The evolution of machine learning and artificial intelligence in 2020 — from dqindia.com
Technology trends in the upcoming year will focus on how new age technologies such as machine learning and artificial intelligence will advance

Excerpt:

While technology trends in the past year revolved around making machine learning and artificial intelligence accessible for everyone, this year will be about how these technologies will evolve to benefit businesses. With the beginning of 2020, Ramesh SivaSubramanian, Head of Ramco Innovation Lab, Singapore has made technology predictions. The following is a gist on each key technology trend.

From DSC:
Looking at these trends, is this the future we want? While some of these are positive trends, some of these ring of distrust to me…and could easily be steering toward a dystopian future, such as this one (emphasis mine):

Improving attendance and workplace access using Facial Recognition
2020 will see significant workplace adoption of facial recognition, especially for customer-centric and cybersecurity functions. Enterprises which adopt this capability, especially those with sizeable workforces, will reduce if not eliminate the tedium of keeping track of employees. It will also solve many issues related to password and access cards, saving even more time and costs.

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