bots

120 AI predictions for 2020 — from forbes.com by Gil Press

Excerpt:

As for the universe, it is an open book for the 120 senior executives featured here, all involved with AI, delivering 2020 predictions for a wide range of topics: Autonomous vehicles, deepfakes, small data, voice and natural language processing, human and augmented intelligence, bias and explainability, edge and IoT processing, and many promising applications of artificial intelligence and machine learning technologies and tools. And there will be even more 2020 AI predictions, in a second installment to be posted here later this month.

2019 AI report tracks profound growth [Klein]

On 12/16/2019, in 21st century, analytics, Artificial Intelligence/Agents/LLMs/and Related, Asia, Australia, bots, Canada, career development, colleges, community colleges, computer science, ethics, Europe, faculty, higher education, India, morals/values, platforms, society, student-related, the downsides of how people use tech, United States, by Daniel Christian

2019 AI report tracks profound growth — from ide.mit.edu by Paula Klein

Excerpt:

Until now “we’ve been sorely lacking good data about basic questions like ‘How is the technology advancing’ and ‘What is the economic impact of AI?’ ” Brynjolfsson said. The new index, which tracks three times as many data sets as last year’s report, goes a long way toward providing answers.

…

Education

At the graduate level, AI has rapidly become the most popular specialization among computer science PhD students in North America. In 2018, over 21% of graduating Computer Science PhDs specialize in Artificial Intelligence/Machine Learning.
Industry is the largest consumer of AI talent. In 2018, over 60% of AI PhD graduates went to industry, up from 20% in 2004.
In the U.S., AI faculty leaving academia for industry continues to accelerate, with over 40 departures in 2018, up from 15 in 2012 and none in 2004.

In the U.S., #AI faculty leaving #academia for industry continues to accelerate, with over 40 departures in 2018, up from 15 in 2012 and none in 2004.

How much longer before this type of service hits the mainstream? [Christian]

On 12/10/2019, in 21st century, 24x7x365 access, A/V -- audio/visual, Artificial Intelligence/Agents/LLMs/and Related, assistive technologies, bots, Cost of legal services - including access, Daniel S. Christian, entrepreneurship, human-computer interaction (HCI), ideas, innovation, intelligent systems, intelligent tutoring, internet, law schools, legal technologies, legislatures / government / legal, more voice more choice more control, new business models, online media, platforms, smart/connected TV, society, strategy, technologies for your home, telepresence, television, tools, United States, videoconferencing, web-based collaboration, by Daniel Christian

Virtual access to legal assistance becoming mainstream is hopefully not far off!

From DSC:
Along these lines, we’ll likely see more bots and virtual legal assistants that we will be able to ask questions of.

#A2J #AccessToJustice #legal #lawyers #society #legaltech #bots #videoconferencing #AI #bots #VirtualAssistants

Along these lines, also see:

Innovative and inspired: How this US law school is improving access to justice — from studyinternational.com

Excerpt:

Though court and other government websites in the US provide legal information, knowing what to search for and understanding legal jargon can be difficult for lay people.

Spot, software that is being developed at the LIT Lab, aims to fix this.

“You know you have a housing problem. But very few people think about their housing problems in terms of something like constructive eviction,” explains David Colarusso, who heads the LIT Lab. “The idea is to have the tool be able to spot those issues based upon people’s own language.”

Developed by Colarusso and students, Spot uses a machine-based algorithm to understand legal queries posed by lay persons. With Spot, entering a question in plain English like “My apartment is so moldy I can’t stay there anymore. Is there anything I can do?” brings up search results that would direct users to the right legal issue. In this case, the query is highly likely to be related to a housing issue or, more specifically, to the legal term “constructive eviction.”

Lastly, here’s an excerpt from INSIGHT: What’s ‘Innovative’ in BigLaw? It’s More Than the Latest Tech Tools — from news.bloomberglaw.com by Ryan Steadman and Mark Brennan

Top Innovation Factors for Success

The first step is always to observe and listen.
True innovation is about rigorously defining a client problem and then addressing it through a combination of workflow process, technology, and people.
Leave aside the goal of wholesale transformation and focus instead on specific client use cases.

Before revving the engines in the innovation process, the safety check comes first. Successful innovation requires a deliberate, holistic approach that takes into consideration people, process, and technology. Firms and vendors that listen and learn before implementing significant change will stand apart from competitors—and help ensure long-term success.

AI innovators should be listening to kids — from wired.com by Urs Gasser, executive director of the Berkman Klein Center for Internet & Society at Harvard University, the principal investigator of the Center’s Youth and Media project, and a professor at Harvard Law School.
Input from the next generation is crucial when it comes to navigating the challenges of new technologies.

Excerpts:

With another monumental societal transformation on the horizon—the rise of artificial intelligence—we have an opportunity to engage the power and imagination of youth to shape the world they will inherit. Many of us were caught off guard by the unintended consequences of the first wave of digital technologies, from mass surveillance to election hacking. But the disruptive power of the internet to date only sets the stage for the even more radical changes AI will produce in the coming decades.

Instead of waiting for the youth to respond to the next crisis, we should proactively engage them as partners in shaping our AI-entangled future.

Young people have a right to participate as we make critical choices that will determine what kind of technological world we leave for them and future generations. They also have unique perspectives to contribute as the first generation to grow up surrounded by AI shaping their education, health, social lives, leisure, and career prospects.

Youth have the most at stake, and they also have valuable perspectives and experiences to contribute. If we want to take control of our digital future and respond effectively to the disruptions new technology inevitably brings, we must listen to their voices.

“Much of what’s being sold as ‘AI’ today is snake oil.” [Arvind Narayanan; Assoc. Prof. of CS at Princeton ]

On 11/22/2019, in adjunct faculty, analytics, Artificial Intelligence/Agents/LLMs/and Related, blogs / blogging / vlogging, bots, change, collaboration, communications, computer science, copyright/ownership/NFTs, corporate / business world, engineering, ethics, faculty, health, ideas, innovation, learning, learning ecosystem, Natural Language Processing (NLP), Near Field Communication (NFC), platforms, productivity / tips and tricks, robotics, social learning / networks, social media, tools, United States, universities, voice recognition / voice enabled interfaces, web-based collaboration, workplace, by Daniel Christian

Much of what’s being sold as “AI” today is snake oil. It does not and cannot work. In a talk at MIT yesterday, I described why this happening, how we can recognize flawed AI claims, and push back. Here are my annotated slides: https://t.co/iCpyFw5urN pic.twitter.com/pmOTI3vq8p

— Arvind Narayanan (@random_walker) November 19, 2019

From DSC:
I wish that more faculty members would share their research, teaching methods, knowledge, and commentary with the world as this professor does (vs. talking to other professors behind publishers’ walled off content). In this case, Arvind happens to use Twitter. But if one doesn’t like to use Twitter, there’s also LinkedIn, WordPress/blogging, podcasting, and other outlets.

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.

In Search of a Conversational Bot: Voice Computing Evolves [Pamela Hogle]

On 11/18/2019, in Artificial Intelligence/Agents/LLMs/and Related, bots, corporate universities / corporate training, emerging technologies, learning, learning ecosystem, Learning from the Living [Class] Room, Natural Language Processing (NLP), platforms, tools, training / L&D, trends, voice recognition / voice enabled interfaces, workplace, by Daniel Christian

In Search of a Conversational Bot: Voice Computing Evolves — from learningsolutionsmag.com by Pamela Hogle

Excerpts:

Voice computing is rapidly changing the way people interact with technology, which will have dramatic impact on how learners expect to interact with eLearning technology.

Using conversational AI in an eLearning context, where learners are focused on a single topic or narrow range of content, could become feasible before developers achieve the goal of an AI that excels at general conversation.

FTI 2020 Trend Report for Entertainment, Media, & Technology [FTI]

On 11/13/2019, in 21st century, 24x7x365 access, 3D, A/V -- audio/visual, Amazon, analytics, Apple, Artificial Intelligence/Agents/LLMs/and Related, Asia, Augmented Reality (AR), Australia, Blockchain, bots, business, Canada, career development, change, changing business models, cloud-based computing / apps / other cloud-related, collaboration, communications, computer science, content development, aggregation, repositories, convergence, corporate / business world, creativity, digital audio, digital photography, digital video, drama/theater, education technology, educational games / serious games, emerging technologies, engagement / engaging students, engineering, entrepreneurship, Europe, experimentation, Facebook / Meta Platforms, future, game-changing environment, generational differences, global / globalization, Google, human-computer interaction (HCI), IBM, ideas, immersion, India, innovation, intelligent systems, interactivity, internet, law schools, leadership, learning ecosystem, legislatures / government / legal, media/film, Microsoft, Mixed Reality (MR), multimedia, Natural Language Processing (NLP), Near Field Communication (NFC), parents/guardians, photography, platforms, policy, privacy, programming, psychology, publishing, robotics, smart/connected TV, social learning / networks, social media, society, strategy, streams of content, technology (general), telecommunications, television, tools, trends, United States, vendors, Virtual Reality (VR) / worlds / learning, vision/possibilities, voice recognition / voice enabled interfaces, wearables, workplace, XR - extended reality, youth, by Daniel Christian

FTI 2020 Trend Report for Entertainment, Media, & Technology — from futuretodayinstitute.com

Our 3rd annual industry report on emerging entertainment, media and technology trends is now available.

157 trends
28 optimistic, pragmatic and catastrophic scenarios
10 non-technical primers and glossaries
Overview of what events to anticipate in 2020
Actionable insights to use within your organization

KEY TAKEAWAYS

Synthetic media offers new opportunities and challenges.
Authenticating content is becoming more difficult.
Regulation is coming.
We’ve entered the post-fixed screen era.
Voice Search Optimization (VSO) is the new Search Engine Optimization (SEO).
Digital subscription models aren’t working.
Advancements in AI will mean greater efficiencies.

What happens when employers can read your facial expressions? — from nytimes.com by Evan Selinger and Woodrow Hartzog
The benefits do not come close to outweighing the risks.

Excerpts:

The essential and unavoidable risks of deploying these tools are becoming apparent. A majority of Americans have functionally been put in a perpetual police lineup simply for getting a driver’s license: Their D.M.V. images are turned into faceprints for government tracking with few limits. Immigration and Customs Enforcement officials are using facial recognition technology to scan state driver’s license databases without citizens’ knowing. Detroit aspires to use facial recognition for round-the-clock monitoring. Americans are losing due-process protections, and even law-abiding citizens cannot confidently engage in free association, free movement and free speech without fear of being tracked.

“Notice and choice” has been an abysmal failure. Social media companies, airlines and retailers overhype the short-term benefits of facial recognition while using unreadable privacy policies and vague disclaimers that make it hard to understand how the technology endangers users’ privacy and freedom.

From DSC:
This article illustrates how far behind the legal realm is in the United States when we look at where our society is at with wrestling with emerging technologies. Dealing with this relatively new *exponential* pace of change is very difficult for many of our institutions to deal with (higher education and the legal realm come to my mind here).

The impact of voice search on firms [lawtechnologytoday.org ]

On 10/21/2019, in 21st century, A/V -- audio/visual, Amazon, Apple, Artificial Intelligence/Agents/LLMs/and Related, bots, corporate / business world, digital audio, law schools, legal technologies, legislatures / government / legal, multimedia, Natural Language Processing (NLP), tools, vendors, voice recognition / voice enabled interfaces, web design and production, by Daniel Christian

The impact of voice search on firms — from lawtechnologytoday.org

Excerpts:

“Alexa, where can I find an attorney near me who specializes in…?”

“What is my liability if a tree in my yard falls on my neighbor’s house because of a storm?”

“…voice-activated legal searches are coming, and probably faster than you expect.”

YouTube’s algorithm hacked a human vulnerability, setting a dangerous precedent — from which-50.com by Andrew Birmingham

Excerpt (emphasis DSC):

Even as YouTube’s recommendation algorithm was rolled out with great fanfare, the fuse was already burning. A project of The Google Brain and designed to optimise engagement, it did something unforeseen — and potentially dangerous.

Today, we are all living with the consequences.

As Zeynep Tufekci, an associate professor at the University of North Carolina, explained to attendees of Hitachi Vantara’s Next 2019 conference in Las Vegas this week, “What the developers did not understand at the time is that YouTube’ algorithm had discovered a human vulnerability. And it was using this [vulnerability] at scale to increase YouTube’s engagement time — without a single engineer thinking, ‘is this what we should be doing?’”

The consequence of the vulnerability — a natural human tendency to engage with edgier ideas — led to YouTube’s users being exposed to increasingly extreme content, irrespective of their preferred areas of interest.
…
“What they had done was use machine learning to increase watch time. But what the machine learning system had done was to discover a human vulnerability. And that human vulnerability is that things that are slightly edgier are more attractive and more interesting.”

From DSC:
Just because we can…

LEGO BOOST: A great on-ramp to get kids interested in coding & robotics!!!!!

On 10/17/2019, in 3D, A/V -- audio/visual, active learning, attention, bots, computer science, Daniel S. Christian, digital audio, digital learning, digital video, education, education technology, educational games / serious games, engagement / engaging students, engineering, experimentation, formal learning, homeschooling/homeschoolers, human-computer interaction (HCI), ideas, informal learning, innovation, K-12 related, learning, learning ecosystem, learning preferences, maker movement, multimedia, participation, passions, pedagogy, platforms, play, real-world assignments, robotics, science, second screen apps, STEAM-related, student-related, tablets, teachers, technologies for your home, tools, United States, user experience (UX), vendors, youth, by Daniel Christian

From DSC:
The other day, I put this post out there.

Now, I’d like to add to that information with information from Mr. Joseph Byerwalter, who pointed me to the following videos re: LEGO BOOST!

LEGO® BOOST lets children create models with motors and sensors, and then bring their creations to life through simple, icon-based coding commands. The free LEGO BOOST tablet app includes easy step-by-step building instructions for creating and coding multifunctional models.

P.S. I am not getting paid by LEGO or anyone else here.
I just think learning should be engaging and fun!

LEGO BOOST

Addendum on 10/18/19:

Rebuild The World With @Lego_Education — from blog.web20classroom.org by Steven Anderson

‘Goliath is winning’: The biggest U.S. banks are set to automate away 200,000 jobs — from gizmodo.com by Brian Merchant

Excerpt (excerpt):

Over the next decade, U.S. banks, which are investing $150 billion in technology annually, will use automation to eliminate 200,000 jobs, thus facilitating “the greatest transfer from labor to capital” in the industry’s history. The call is coming from inside the house this time, too—both the projection and the quote come from a recent Wells Fargo report, whose lead author, Mike Mayo, told the Financial Times that he expects the industry to shed 10 percent of all of its jobs.

This, Mayo said, will lay the groundwork for, and I quote, “a golden age of banking efficiency.” The job cuts are slated to hit front offices, call centers, and branches the hardest, where 20-30 percent of those roles will be on the chopping block. They will be replaced by better ATMs, automated chatbots, and software instruments that take advantage of big data and cloud computing to make investment decisions.

“The next decade should be the biggest decade for banks in technology in history,” Mayo said.

From DSC:
How does this impact entry level positions? How does this help a young graduate who is trying to get out of the Catch 22 with job experience? How are colleges and universities helping young people navigate these quickly changing landscapes?

Alexa is up to 100,000 skills. How might these types of techs be integrated into education, training, learning spaces, collaboration, other?

On 09/28/2019, in Artificial Intelligence/Agents/LLMs/and Related, bots, career development, cloud-based computing / apps / other cloud-related, communications, computer science, corporate / business world, corporate universities / corporate training, Daniel S. Christian, learning, learning ecosystem, Learning from the Living [Class] Room, learning hubs & pods & microschooling, learning preferences, learning spaces, lifelong learning, microlearning, Natural Language Processing (NLP), platforms, productivity / tips and tricks, programming, tools, training / L&D, trends, usability, user experience (UX), vendors, voice recognition / voice enabled interfaces, by Daniel Christian

From DSC:
Alexa is up to 100,000 skills. How might these types of techs be integrated into education, training, learning spaces, collaboration, other?

Celebrating 100,000 Alexa Skills -100,000 Thank Yous to You — from developer.amazon.com

For a look at how #AI is being integrated into various industries, check out this article from Forbes

On 09/23/2019, in 21st century, Artificial Intelligence/Agents/LLMs/and Related, bots, career development, computer science, corporate / business world, emerging technologies, engineering, United States, workplace, by Daniel Christian

From DSC:
For a look at how #AI is being integrated into various industries, check out the article below.

AI 50: America’s Most Promising Artificial Intelligence Companies — from forbes.com by Jillian D’Onfro

Excerpts:

Artificial intelligence is infiltrating every industry, allowing vehicles to navigate without drivers, assisting doctors with medical diagnoses, and mimicking the way humans speak. But for all the authentic and exciting ways it’s transforming the tasks computers can perform, there’s a lot of hype, too.
…
The inherently broad term gets bandied about so often that it can start to feel meaningless and gets trotted out by companies to gussy up even simple data analysis. To help cut through the noise, Forbes and data partner Meritech Capital put together a list of private, U.S.-based companies that are wielding some subset of artificial intelligence in a meaningful way and demonstrating real business potential from doing so.
…
The honorees span categories like human resources, security, insurance, and finance, with healthcare, transportation, and infrastructure startups best represented on the list.

Learning Ecosystems

YouTube’s algorithm hacked a human vulnerability, setting a dangerous precedent [Birmingham]

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