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AI “will allow for a more accurate matching of skills and experiences” [Fain]

On 01/06/2024, in Artificial Intelligence / Machine Learning / Deep Learning / Algorithms, business, career development, change, corporate / business world, corporate universities / corporate training, disruption, emerging technologies, pace of change, pathways, skills, society, training / L&D, trends, United States, workplace, by Daniel Christian

How Workers Rise — from the-job.beehiiv.com by Paul Fain
A look forward at skills-based hiring and AI’s impacts on education and work.

Impacts of AI: Fuller is optimistic about companies making serious progress on skills-based hiring over the next five to 10 years. AI will help drive that transformation, he says, by creating the data to better understand the skills associated with jobs.

The technology will allow for a more accurate matching of skills and experiences, says Fuller, and for companies to “not rely on proxies like degrees or grade point averages or even the proxy of what someone currently makes or how fast they’ve gotten promoted on their résumé.”

Change is coming soon, Fuller predicts, particularly as AI’s impacts accelerate. And the disruption will affect wealthier Americans who’ve been spared during previous shifts in the labor market.

The Kicker: “When people in bedroom suburbs are losing their six-figure jobs, that changes politics,” Fuller says. “That changes the way people are viewing things like equity and where that leads. It’s certainly going to put a lot of pressure on the way the system has worked.”

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This ancient leader was a servant leader, who put the good of the community way ahead of himself

On 01/06/2024, in Daniel S. Christian, faith, global / globalization, hearts -- matters of the heart, history, ideas, leadership, religion, society, by Daniel Christian

From DSC:
As a bit of context here…

After the Jewish people had been exiled to various places, the walls of Jerusalem lay in ruins until the fifth century B.C.E.. At that point, a man named Nehemiah returned to Jerusalem as the provincial governor and completed the repairs of the walls. The verses below really stuck out at me in regards to what a leader should behave/look/be like. He was a servant leader, not demanding choice treatment, not squeezing the people for every last drop, and not using his position to treat himself extra right.

I don’t like to get political on this blog, as I already lose a great deal of readership due to including matters of faith. But today’s leaders (throughout all kinds of organizations) need to learn from Nehemiah’s example, regardless of whatever their beliefs/faiths may be.

Nehemiah 5:14-19 New International Version (emphasis by DSC)

14 Moreover, from the twentieth year of King Artaxerxes, when I was appointed to be their governor in the land of Judah, until his thirty-second year—twelve years—neither I nor my brothers ate the food allotted to the governor. 15 But the earlier governors—those preceding me—placed a heavy burden on the people and took forty shekels[a] of silver from them in addition to food and wine. Their assistants also lorded it over the people. But out of reverence for God I did not act like that. 16 Instead, I devoted myself to the work on this wall. All my men were assembled there for the work; we[b] did not acquire any land.

17 Furthermore, a hundred and fifty Jews and officials ate at my table, as well as those who came to us from the surrounding nations. 18 Each day one ox, six choice sheep and some poultry were prepared for me, and every ten days an abundant supply of wine of all kinds. In spite of all this, I never demanded the food allotted to the governor, because the demands were heavy on these people.

19 Remember me with favor, my God, for all I have done for these people.

 

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Resisting the Youth Sports Industrial Complex [Last]

On 01/06/2024, in business, economics, more voice more choice more control, parents/guardians, reinvent, relationships, society, youth, by Daniel Christian

Resisting the Youth Sports Industrial Complex — from educationnext.org by Jonathan V. Last; via the The Top 20 Education Next Articles of 2023 from educationnext.org
Children’s sports are corrupted, but parents don’t have to play along

Excerpt (emphasis by DSC):

That’s the point of Linda Flanagan’s Take Back the Game, a book about the corruption of youth sports. It should be required reading for every parent. It should be handed out in the hospital along with What to Expect the First Year and Healthy Sleep Habits, Happy Child.

Flanagan, a journalist and former running coach, has pulled off a rare trick: she diagnoses a societal sickness, traces the roots of the malady, and prescribes a cure.

The problem is that we have a Youth Sports Industrial Complex that forces kids into single-sport specialization before they hit middle school. It demands that children be involved in (expensive) club and travel sports programs starting in elementary school.

Her first dictum is to delay entry into organized sports as long as possible. Don’t sign them up for pee-wee soccer to get a jump on the club scene—send them out into the yard to kick the ball around. Have a catch with them. Shoot baskets. Let them tumble and do cartwheels in the grass. As Flanagan says, “Just let them play.”
…
Another key precept from Flanagan: The family is more important than kids’ sports.
…
Perhaps the most valuable lesson from Take Back the Game is that parents have agency.

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Survey Results Predict Top Legal Technology Trends for 2024 [JD Supra]

On 01/05/2024, in Artificial Intelligence / Machine Learning / Deep Learning / Algorithms, digital audio, digital video, emerging technologies, law schools, Legal operations, legal reform, legal technologies, legislatures / government / legal, society, the downsides of how people use tech, tools, trends, United States, vendors, Virtual courts and law firms, by Daniel Christian

Survey Results Predict Top Legal Technology Trends for 2024 — from jdsupra.com

In the 2023 Litigation Support Trend Survey, U.S. Legal Support asked lawyers and legal professionals what technology trends they observed in 2023, and how they expect their use of technology to change in 2024.

Now, the results are in—check out the findings below.

Topics included:

  • Use of Artificial Intelligence
  • Prevalence of Remote Depositions
  • Digital Reporting

Speaking of legaltech and/or how emerging technologies are impacting the legal realm, also see:

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Reflections on “Your mind is a garden, your thoughts are the seeds.” [Lamb]

On 01/05/2024, in Daniel S. Christian, faith, global / globalization, hearts -- matters of the heart, psychology, reinvent, relationships, religion, society, by Daniel Christian

Your mind is a garden, your thoughts are the seeds. — from letter.visualgrowth.com by Ash Lamb
If you let other people plant those seeds for you, the garden, no matter how big or colorful, won’t be yours, it’ll be someone else’s.

Your mind is a garden, your thoughts are the seeds.

Your mind is a garden, your thoughts are the seeds.

What you think, you become.
.

Here’s a powerful mantra.

“I won’t outsource my thinking.”

Don’t let that popular influencer decide how you present yourself to the world.

Don’t allow some generic business guru to decide what type of business you should be focusing on.

From DSC:
I thought that Ash Lamb had some solid points here. And as I’ve read the Scriptures through the years, I’ve realized that ideas are like seeds. Like seeds, ideas can:

  • start small
  • take root
  • grow
  • become powerful, while transforming something bit by bit

So ideas can start small and be fragile. Many get squashed and never make it. And others don’t have healthy soil in which to grow. But other seeds grow roots. 

I’ve learned that we are transformed when our THINKING is transformed.

Here are just a couple of verses of scripture that emphasize that point:

5 When they went across the lake, the disciples forgot to take bread. 6 “Be careful,” Jesus said to them. “Be on your guard against the yeast of the Pharisees and Sadducees.”

7 They discussed this among themselves and said, “It is because we didn’t bring any bread.”

8 Aware of their discussion, Jesus asked, “You of little faith, why are you talking among yourselves about having no bread? 9 Do you still not understand? Don’t you remember the five loaves for the five thousand, and how many basketfuls you gathered? 10 Or the seven loaves for the four thousand, and how many basketfuls you gathered? 11 How is it you don’t understand that I was not talking to you about bread? But be on your guard against the yeast of the Pharisees and Sadducees.” 12 Then they understood that he was not telling them to guard against the yeast used in bread, but against the teaching of the Pharisees and Sadducees.

2 Do not conform to the pattern of this world, but be transformed by the renewing of your mind. Then you will be able to test and approve what God’s will is—his good, pleasing and perfect will.

So ideas and thoughts/ways of thinking can be good/helpful or bad/not helpful. I just like the point that Ash Lamb made — to NOT outsource our thinking to others.

NOTE: The above thoughts aren’t just about our spiritual lives. People working in many types of organizations have witnessed some of these dynamics/phenomena with new ideas as well.

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“The biggest things that happened in AI this year” [Kahn] + other items re: AI in general

On 01/01/2024, in 21st century, Adobe, Amazon, Apple, Artificial Intelligence / Machine Learning / Deep Learning / Algorithms, bots, creativity, digital audio, digital learning, emerging technologies, experimentation, Facebook / Meta Platforms, future, game-changing environment, Google, legislatures / government / legal, Microsoft, multimedia, NVIDIA, Open AI, platforms, policy, society, tools, UK, United States, vendors, by Daniel Christian

The biggest things that happened in AI this year — from superhuman.ai by Zain Kahn

January:

  • Microsoft raises eyebrows with a huge $10 Billion investment in OpenAI.

February:

  • Meta launches Llama 2, their open-source rival to OpenAI’s models.
  • OpenAI announces ChatGPT Plus, a paid version of their chatbot.
  • Microsoft announces a new AI-powered Bing Search.

March:

  • OpenAI announces the powerful GPT-4 model, still considered to be the gold standard.
  • Midjourney releases V5, which brings AI-powered image generation one step closer to reality.
  • Microsoft launches Copilot for Microsoft 365.
  • Google launches Bard, its rival to ChatGPT.

…and more

AI 2023: A Year in Review — from stefanbauschard.substack.com by Stefan Bauschard
2023 developments in AI and a hint of what they are building toward

Some of the items that Stefan includes in his posting include:

  • ChatGPT and other language models that generate text.
  • Image generators.
  • Video generators.
  • AI models that that can read, hear, and speak.
  • AI models that can see.
  • Improving models.
  • “Multimodal” models.
  • Training on specific content.
  • Reasoning & planning.
  • …and several others

The Dictionary.com Word of the Year is “hallucinate.” — from content.dictionary.com by Nick Norlen and Grant Barrett; via The Rundown AI

hallucinate
[ huh–loo-suh-neyt ]

verb
(of artificial intelligence) to produce false information contrary to the intent of the user and present it as if true and factual. Example: When chatbots hallucinate, the result is often not just inaccurate but completely fabricated.

Soon, every employee will be both AI builder and AI consumer — from zdnet.com by Joe McKendrick, via Robert Gibson on LinkedIn
“Standardized tools and platforms as well as advanced low- or no-code tech may enable all employees to become low-level engineers,” suggests a recent report.

The time could be ripe for a blurring of the lines between developers and end-users, a recent report out of Deloitte suggests. It makes more business sense to focus on bringing in citizen developers for ground-level programming, versus seeking superstar software engineers, the report’s authors argue, or — as they put it — “instead of transforming from a 1x to a 10x engineer, employees outside the tech division could be going from zero to one.”

Along these lines, see:

  • TECH TRENDS 2024 — from deloitte.com
    Six emerging technology trends demonstrate that in an age of generative machines, it’s more important than ever for organizations to maintain an integrated business strategy, a solid technology foundation, and a creative workforce.

UK Supreme Court rules AI is not an inventor — from theverge.com by Emilia David

The ruling follows a similar decision denying patent registrations naming AI as creators.

The UK Supreme Court ruled that AI cannot get patents, declaring it cannot be named as an inventor of new products because the law considers only humans or companies to be creators.

The Times Sues OpenAI and Microsoft Over A.I. Use of Copyrighted Work — from nytimes.com by Michael M. Grynbaum and Ryan Mac

The New York Times sued OpenAI and Microsoft for copyright infringement on Wednesday, opening a new front in the increasingly intense legal battle over the unauthorized use of published work to train artificial intelligence technologies.
…
The suit does not include an exact monetary demand. But it says the defendants should be held responsible for “billions of dollars in statutory and actual damages” related to the “unlawful copying and use of The Times’s uniquely valuable works.” It also calls for the companies to destroy any chatbot models and training data that use copyrighted material from The Times.

On this same topic, also see:

Apple’s iPhone Design Chief Enlisted by Jony Ive, Sam Altman to Work on AI Devices — from bloomberg.com by Mark Gurman (behind paywall)

  • Design executive Tang Tan is set to leave Apple in February
  • Tan will join Ive’s LoveFrom design studio, work on AI project

AI 2023: Chatbots Spark New Tools — from heatherbcooper.substack.com by Jeather Cooper

ChatGPT and Other Chatbots
The arrival of ChatGPT sparked tons of new AI tools and changed the way we thought about using a chatbot in our daily lives.

Chatbots like ChatGPT, Perplexity, Claude, and Bing Chat can help content creators by quickly generating ideas, outlines, drafts, and full pieces of content, allowing creators to produce more high-quality content in less time.

These AI tools boost efficiency and creativity in content production across formats like blog posts, social captions, newsletters, and more.

Microsoft’s next Surface laptops will reportedly be its first true ‘AI PCs’ — from theverge.com by Emma Roth
Next year’s Surface Laptop 6 and Surface Pro 10 will feature Arm and Intel options, according to Windows Central.

Microsoft is getting ready to upgrade its Surface lineup with new AI-enabled features, according to a report from Windows Central. Unnamed sources told the outlet the upcoming Surface Pro 10 and Surface Laptop 6 will come with a next-gen neural processing unit (NPU), along with Intel and Arm-based options.

How one of the world’s oldest newspapers is using AI to reinvent journalism — from theguardian.com by Alexandra Topping
Berrow’s Worcester Journal is one of several papers owned by the UK’s second biggest regional news publisher to hire ‘AI-assisted’ reporters

With the AI-assisted reporter churning out bread and butter content, other reporters in the newsroom are freed up to go to court, meet a councillor for a coffee or attend a village fete, says the Worcester News editor, Stephanie Preece.

“AI can’t be at the scene of a crash, in court, in a council meeting, it can’t visit a grieving family or look somebody in the eye and tell that they’re lying. All it does is free up the reporters to do more of that,” she says. “Instead of shying away from it, or being scared of it, we are saying AI is here to stay – so how can we harness it?”

What to Expect in AI in 2024 — from hai.stanford.edu by
Seven Stanford HAI faculty and fellows predict the biggest stories for next year in artificial intelligence.

Topics include:

  • White Collar Work Shifts
  • Deepfake Proliferation
  • GPUs Shortage
  • More Helpful Agents
  • Hopes for U.S. Regulation
  • Asking Big Questions, Applying New Policies
  • Companies Will Navigate Complicated Regulations

Addendum on 1/2/24:

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Microsoft New Future of Work Report 2023

On 01/01/2024, in 21st century, future, game-changing environment, Microsoft, reinvent, skills, society, staying relevant, student-related, surviving, tools, United States, vendors, workplace, youth, by Daniel Christian

Microsoft New Future of Work Report 2023 — from microsoft.com by various authors; via Stefan Bauschard

Throughout 2023, AI and the future of work have frequently been on the metaphorical – and often literal – front page around the world. There have been many excellent articles about the ways in which work may change as LLMs are increasingly integrated into our lives. As such, in this year’s report we focus specifically on areas that we think deserve additional attention or where there is research that has been done at Microsoft that offers a unique perspective. This is a report that should be read as a complement to the existing literature, rather than as a synthesis of all of it.

This is a rare time, one in which research will play a particularly important role in defining what the future of work looks like. At this special moment, scientists can’t just be passive observers of what is happening. Rather, we have the responsibility to shape work for the better. We hope this report can help our colleagues around world make progress towards this goal.
.

Microsoft New Future of Work Report 2023

Excerpt:

Analyzing and integrating may become more important skills than searching and creating 
With content being generated by AI, knowledge work may shift towards more analysis and critical integration

  • Information search as well as content production (manually typing, writing code, designing images) is greatly enhanced by AI, so general information work may shift to integrating and critically analyzing retrieved information
  • Writing with AI is shown to increase the amount of text produced as well as to increase writing efficiency (Biermann et al. 2022, Lee et al 2022)
  • With more generated text available, the skills of research, conceptualization, planning, prompting and editing may take on more importance as LLMs do the first round of production (e.g., Mollick 2023).
  • Skills not directly to content production, such as leading, dealing with critical social situations, navigating interpersonal trust issues, and demonstrating emotional intelligence, may all be more valued in the workplace (LinkedIn 2023)
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For those who celebrate it: Merry Christmas to you and to yours!!! [Daniel S. Christian]

On 12/23/2023, in Africa, Asia, Australia, Canada, communications, communities of practice, Daniel S. Christian, Emotion, faith, global / globalization, hearts -- matters of the heart, history, India, relationships, religion, society, UK, United States, by Daniel Christian

For those who celebrate it: Merry Christmas to you and to yours!!!

 

For those who celebrate it: Merry Christmas to you and to yours!!!

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The rise of AI fake news is creating a ‘misinformation superspreader’ [Verma] + other items re: AI in general

On 12/20/2023, in Adobe, Amazon, Artificial Intelligence / Machine Learning / Deep Learning / Algorithms, bots, business, communications, corporate / business world, Facebook / Meta Platforms, global / globalization, Google, journalism, Microsoft, NVIDIA, platforms, productivity / tips and tricks, social media, society, strategy, the downsides of how people use tech, tools, vendors, by Daniel Christian

The rise of AI fake news is creating a ‘misinformation superspreader’ — from washingtonpost.com by Pranshu Verma
AI is making it easy for anyone to create propaganda outlets, producing content that can be hard to differentiate from real news

Artificial intelligence is automating the creation of fake news, spurring an explosion of web content mimicking factual articles that instead disseminates false information about elections, wars and natural disasters.

Since May, websites hosting AI-created false articles have increased by more than 1,000 percent, ballooning from 49 sites to more than 600, according to NewsGuard, an organization that tracks misinformation.

Historically, propaganda operations have relied on armies of low-paid workers or highly coordinated intelligence organizations to build sites that appear to be legitimate. But AI is making it easy for nearly anyone — whether they are part of a spy agency or just a teenager in their basement — to create these outlets, producing content that is at times hard to differentiate from real news.

AI, and everything else — from pitch.com by Benedict Evans

Chevy Chatbots Go Rogue — from
How a customer service chatbot made a splash on social media; write your holiday cards with AI

Their AI chatbot, designed to assist customers in their vehicle search, became a social media sensation for all the wrong reasons. One user even convinced the chatbot to agree to sell a 2024 Chevy Tahoe for just one dollar!

This story is exactly why AI implementation needs to be approached strategically. Learning to use AI, also means learning to build thinking of the guardrails and boundaries.

Here’s our tips.

Rite Aid used facial recognition on shoppers, fueling harassment, FTC says — from washingtonpost.com by Drew Harwell
A landmark settlement over the pharmacy chain’s use of the surveillance technology could raise further doubts about facial recognition’s use in stores, airports and other venues

The pharmacy chain Rite Aid misused facial recognition technology in a way that subjected shoppers to unfair searches and humiliation, the Federal Trade Commission said Tuesday, part of a landmark settlement that could raise questions about the technology’s use in stores, airports and other venues nationwide.
…
But the chain’s “reckless” failure to adopt safeguards, coupled with the technology’s long history of inaccurate matches and racial biases, ultimately led store employees to falsely accuse shoppers of theft, leading to “embarrassment, harassment, and other harm” in front of their family members, co-workers and friends, the FTC said in a statement.

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Susskind: “The main social benefit of legal AI will…be in empowering people who are not lawyers to handle their own legal affairs”

On 12/16/2023, in Africa, Artificial Intelligence / Machine Learning / Deep Learning / Algorithms, collaboration, emerging technologies, entrepreneurship, innovation, law schools, Legal operations, legal reform, legal technologies, legislatures / government / legal, platforms, programming, society, UK, United States, vendors, vision/possibilities, by Daniel Christian

Regarding this Tweet on X/Twitter:

To Unleash Legal Tech, Lawyers And Engineers Need To Talk — from forbes.com by Tanguy Chau

Here, I’ll explore some ways that engineers and lawyers see the world differently based on their strengths and experiences, and I’ll explain how they can better communicate to build better software products, especially in AI, for attorneys. Ideally, this will lead to happier lawyers and more satisfied clients.

Zuputo: Africa’s first women-led legal tech startup launches — from myjoyonline.com

A groundbreaking legal tech startup, Zuputo, is set to reshape the legal landscape across Africa by making legal services more accessible, affordable, and user-friendly.

Founded by Jessie Abugre and Nana Adwoa Amponsah-Mensah, this women-led venture has become synonymous with simplicity and efficiency in legal solutions.

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“Credit rating agencies split on higher ed outlook in 2024” [Bauer-Wolf] + other HE-related items

On 12/14/2023, in adjunct faculty, Bias | Diversity Equity & Inclusion (DE&I), business, business side of he, career development, change, colleges, community colleges, corporate / business world, corporate universities / corporate training, cost of getting a degree, faculty, higher education, liberal arts, reinvent, skills, society, staying relevant, student-related, surviving, United States, universities, workplace, by Daniel Christian

Nearly half of companies say they plan to eliminate bachelor’s degree requirements in 2024 — from highereddive.com by Carolyn Crist
Many employers are dropping degree requirements to create a more diverse workforce and increase job candidate numbers, survey results show.

Forty-five percent of companies plan to eliminate bachelor’s degree requirements for some positions in 2024, according to a Nov. 29 report from Intelligent.com.

In 2023, 55% of companies removed degree requirements, particularly for entry-level and mid-level roles, the survey shows. Employers said they dropped these requirements to create a more diverse workforce, increase the number of applicants for open positions and because there are other ways to gain skills.

Fitch Ratings issues deteriorating outlook for higher ed in 2024 — from highereddive.com by Natalie Schwartz
The credit ratings agency cited high labor and wage costs, elevated interest rates and uneven enrollment gains across the sector.

Dive Brief:

  • Fitch Ratings issued a deteriorating outlook Monday for U.S. colleges and universities in 2024, citing high labor and wage costs, elevated interest rates and uneven enrollment gains across the sector.
  • These challenges will limit colleges’ financial flexibility next year, according to the credit ratings agency. Moreover, Fitch analysts expect only a 2% to 4% uptick in colleges’ net tuition revenue and said tuition increases likely cannot counter rising operating expenses.
  • The outlook expects the divide to grow between large selective colleges and their smaller, less selective counterparts. “Flagship schools and selective private institutions are expected to experience relatively steady to favorable enrollment, while some regional public institutions and less-selective private schools in competitive markets have experienced declines,” according to the analysis.

Credit rating agencies split on higher ed outlook in 2024 — from highereddive.com by Jeremy Bauer-Wolf
S&P argues economic conditions will stress regional institutions, though Moody’s says the sector is stable overall.

Dive Brief:

  • Two credit rating agencies are somewhat divided in their outlooks for U.S. higher education in 2024, with one arguing the sector has stabilized, while the other forecasts tough economic conditions for less selective, regional colleges.
  • Revenue growth from sources like tuition and state funding looks promising, Moody’s Investors Service argued in an analysis Thursday. S&P Global Ratings, however, said Thursday that only highly selective institutions will enjoy student demand and healthy balance sheets. Their less selective counterparts face enrollment declines and credit pressures in turn, S&P said.
  • Both organizations agreed that labor shortages and similar challenges will squeeze colleges next year. Higher ed is contending with a boom in union activity, while widespread faculty tenure “remains a unique sector risk, limiting budget and operating flexibility,” Moody’s said.

 

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“World’s first AI-powered news network” [Channel 1] + other items re: AI in general

On 12/13/2023, in Artificial Intelligence / Machine Learning / Deep Learning / Algorithms, Europe, global / globalization, journalism, policy, political science, productivity / tips and tricks, society, sociology, tools, United States, vendors, by Daniel Christian

 

Channel 1 -- personalized gloabl news network powered by generative AI

From DSC:
Hhhhhmmmmm……not sure yet that this is a good idea. But I doubt there’s any stopping it.

 

How AI ‘sees’ the world – what happened when we trained a deep learning model to identify poverty — from theconversation.com by Ola Hall Hamid Sarmadi Thorsteinn Rögnvaldsson

Recent advances in artificial intelligence (AI) have created a step change in how to measure poverty and other human development indicators. Our team has used a type of AI known as a deep convolutional neural network (DCNN) to study satellite imagery and identify some types of poverty with a level of accuracy close to that of household surveys.

E.U. reaches deal on landmark AI bill, racing ahead of U.S. — from washingtonpost.com by Anthony Faiola, Cat Zakrzewski and Beatriz Ríos (behind paywall)
The regulation paves the way for what could become a global standard to classify risk, enforce transparency and financially penalize tech companies for noncompliance.

European Union officials reached a landmark deal Friday on the world’s most ambitious law to regulate artificial intelligence, paving the way for what could become a global standard to classify risk, enforce transparency and financially penalize tech companies for noncompliance.

Along these lines, also see:

 

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“An Opinionated Guide to Which AI to Use” [Mollick] + numerous other items re: AI in our learning ecosystems

On 12/13/2023, in 21st century, Artificial Intelligence / Machine Learning / Deep Learning / Algorithms, colleges, community colleges, education, education technology, emerging technologies, future, future of higher education, game-changing environment, higher education, IT in HE, K-12 related, learning ecosystem, platforms, productivity / tips and tricks, society, student-related, teachers, teaching & learning, trends, UK, United States, by Daniel Christian

An Opinionated Guide to Which AI to Use: ChatGPT Anniversary Edition — from oneusefulthing.org by Ethan Mollick
A simple answer, and then a less simple one.

If you are at all interested in generative AI and understanding what it can do and why it matters, you should just get access to OpenAI’s GPT-4 in as unadulterated and direct way as possible. Everything else comes after that.
…
Now, to be clear, this is not the free ChatGPT, which uses GPT-3.5.

America's Next Top Model LLMs in Educational Settings

1. America’s Next Top Model LLMs in Educational Settings

  • PDF
    Topics Discussed:
    Need for a Comprehensive Student-Centric Approach
    Collaboration between EdTech Companies and Educators
    Personalized Learning Orchestration
    Innovation and Agility of Startups vs. Resources of Big Tech
    The Essential Role of AI in Transforming Education
  • Video recording from Edtech Insiders

2. Hello, Mr. Chips: AI Teaching Assistants, Tutors, Coaches and Characters

  • PDF
    Topics discussed:
    Engagement and Co-Creation
    Educator Skills and AI Implementation
    Teacher Empowerment and Student Creativity
    Efficacy and Ethical Concerns
  • Video recording from Edtech Insiders

3. A Road Less Traveled: AI-Powered Personalized Learning Paths and Study Tools

  • PDF
    Topics Discussed:
    Supporting Early Learning Teachers with AI Augmentation
    Automation of Routine Tasks for Teachers
    Personalization and Ethics in AI
    Responsibility in AI Tools for Teachers
    Balancing Personal and Communal Learning
  • Video recording from Edtech Insiders

He Was Falsely Accused of Using AI. Here’s What He Wishes His Professor Did Instead | Tech & Learning — from techlearning.com by Erik Ofgang
When William Quarterman was accused of submitting an AI-generated midterm essay, he started having panic attacks. He says his professor should have handled the situation differently.

Teaching: Practical AI strategies for the classroom — from chronicle.com by Beckie Supiano and Luna Laliberte

Here are several strategies you can try.

  • Quick Hits: Several presenters suggested exercises that can be quick, easy, and fun for students. Invite your class to complete a Mad Libs using ChatGPT. It’s a playful way to leverage ChatGPT’s ability to predict the next word, giving students insight into how generative AI works on a fundamental level. You can also have your students use ChatGPT to rewrite their own writing in the tone and style of their favorite writers. This exercise demonstrates AI’s ability to mimic style and teaches students about adopting different tones in writing.
  • Vetting Sources
  • Grade ChatGPT
  • Lead by Example  

Embracing Artificial Intelligence in the Classroom — from gse.harvard.edu; via Alex Webb at Bloomberg
Generative AI tools can reflect our failure of imagination and that is when the real learning starts

Class Disrupted S5 E3: The Possibilities & Challenges of Artificial Intelligence in the Classroom — from the74million.org by Michael B. Horn & Diane Tavenner
AI expert and Minerva University senior Irhum Shafkat joins Michael and Diane to discuss where the technology is going.

Schools urged to teach children how to use AI from age of 11 — from news.sky.com by Tom Acres
Artificial intelligence tools such as ChatGPT are being used by children to help with homework and studying – and there are calls for it to become a central part of the school curriculum.

Excerpt (emphasis DSC):

Schools have been urged to teach children how to use AI from the age of 11 as the technology threatens to upend the jobs market.

Rather than wait for pupils to take up computer science at GCSE, the British Computer Society (BCS, The Chartered institute for IT) said all youngsters need to learn to work with tools like ChatGPT.

The professional body for computing wants a digital literary qualification to be introduced, with a strong focus on artificial intelligence and its practical applications.

An understanding of AI should also become a key part of teacher training and headteacher qualifications, it added.

Improving Your Teaching With an AI Coach — from edutopia.org by Stephen Noonoo
New tools are leveraging artificial intelligence to help teachers glean insights into how they interact with students.

COMMENTARY
Embracing artificial intelligence in the workforce starts with higher education — from nebraskaexaminer.com by Jaci Lindburg and Cassie Mallette

When students can understand the benefit of using it effectively, and learn how to use AI to brainstorm, problem solve, and think through decision making scenarios, they can work more efficiently, make difficult decisions faster and improve a company’s production output.

It is through embracing the power and potential of AI that we can equip our students with future-ready skills. Through intentional teaching strategies that guide students to think creatively about how to use AI in their work, higher education can ensure that students are on the cutting edge in terms of using advancing technologies and being workforce ready upon graduation.

Also see:

The ChatGPT/AI Prompt Book is a resource for the UNO community that demonstrates how students can use AI in their studies and how faculty can incorporate it into their courses and daily work. The goal: to teach individuals how to be better prompt engineers and develop the skills needed to utilize this emerging technology as one of the many tools available to them in the workforce.

Two Ideas for Teaching with AI: Course-Level GPTs and AI-Enhanced Polling — from derekbruff.org by Derek Bruff

Excerpt (emphasis DSC):

Might we see course-level GPTs, where the chatbot is familiar with the content in a particular course and can help students navigate and maybe even learn that material? The answer is, yes and they’re already here. Top Hat recently launched Ace, an AI-powered learning assistant embedded in its courseware platform. An instructor can activate Ace, which then trains itself on all the learning materials in the course. Students can then use Ace as a personal tutor of sorts, asking it questions about course material.

Ace from Top Hat -- empowering educators and students with a human-centered application of AI

Reflections On AI Policies in Higher Education — from jeppestricker.substack.com by Jeppe Klitgaard Stricker
And Why First-Hand Generative AI Experience is Crucial for Leadership

AI is already showing far-reaching consequences for societies and educational institutions around the world. It is my contention that it is impossible to set strategic direction for AI in higher education if you haven’t yet tried working with the technology yourself. The first wave of overwhelming, profound surprise simply cannot be outsourced to other parts of the organization.

I mention this because the need for both strategic and operational guidance for generative AI is growing rapidly in higher education institutions. Without the necessary – and quite basic – personal generative AI experience, however, it becomes difficult for leadership to meaningfully direct and anchor AI in the organization.

And without clear guidance in place, uncertainty arises for all internal stakeholders about expectations and appropriate uses of AI. This makes developing an institutional AI policy not just sensible, but necessary.

A free report for educational leaders and policymakers who want to understand the AI World — from stefanbauschard.substack.com by Stefan Bauschard
And the immediate need for AI literacy

Beyond synthesizing many ideas from educational theory and AI deep learning, the report provides a comprehensive overview of developments in the field of AI, including current “exponential advances.” It’s updated through the release of Gemini and Meta’s new “Seamless” translation technology that arguably eliminates the need for most translators, and probably even the need to learn to speak another language for most purposes.

We were a mere 18 hours too late from covering an entire newscast (and news channel) that is produced with AI in a way that creates representations that are indistinguishable from what is “real” (see below) though it super-charges our comprehensive case and immediate AI literacy.

We also provide several suggestions and a potential roadmap for schools to help students prepare for an AI World where computers are substantialy smarter than them in many ways.

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The sources of my hope for Americans having far greater access to justice in the future [Christian]

On 12/12/2023, in 21st century, 24x7x365 access, Access to Justice (A2J), Artificial Intelligence / Machine Learning / Deep Learning / Algorithms, bots, change, changing business models, communities of practice, computer science, corporate / business world, culture, Daniel S. Christian, experimentation, faith, future, game-changing environment, generational differences, ideas, innovation, law schools, Legal operations, legal reform, legal technologies, legislatures / government / legal, platforms, productivity / tips and tricks, reinvent, society, technology (general), tools, United States, vendors, Virtual courts and law firms, vision/possibilities, by Daniel Christian

Can new AI help to level up the scales of justice?

From DSC:
As you can see from the above items, Mr. David Goodrich, a great human being and a fellow Instructional Designer, had a great comment and question regarding the source of my hope that AI — and other forms of legaltech — could significantly provide more access to justice here in America. Our civil justice system has some serious problems — involving such areas as housing, employment, healthcare, education, families, and more.

I’d like to respond to that question here.

First of all, I completely get what David is saying. I, too, have serious doubts that our horrible access to justice (#A2J) situation will get better. Why? Because:

  • Many people working within the legal field like it this way, as they are all but assured victory in most of the civil lawsuits out there.
  • The Bar Associations of most of the states do not support changes that would threaten their incomes/livelihoods. This is especially true in California and Florida.
  • The legal field in general is not composed, for the most part, of highly innovative people who make things happen for the benefit of others. For example, the American Bar Association is 20+ years behind in terms of providing the level of online-based learning opportunities that they should be offering. They very tightly control how legal education is delivered in the U.S.

Here are several areas that provide me with hope for our future

There are innovative individuals out there fighting for change.
And though some of these individuals don’t reside in the United States, their work still impacts many here in America. For examples, see:

There are innovative new companies, firms, and other types of organizations out there fighting for change. For examples:

There are innovative new tools and technologies out there such as:

  • Artificial Intelligence (AI) and Machine Learning (ML) 
    • AI and machine learning remain pivotal in legaltech, especially for in-house lawyers who deal with vast quantities of contracts and complex legal matters. In 2024, these technologies will be integral for legal research, contract review, and the drafting of legal documents. Statistics from the Tech & the Law 2023 Report state more than three in five corporate legal departments (61%) have adopted generative AI in some capacity, with 7% actively using generative AI in their day-to-day work. With constant improvements to LLM (Large Language Models) by the big players, i.e. OpenAI, Google, and Microsoft (via OpenAI), 2024 will see more opportunities open and efficiencies gained for legal teams. (Source)
    • From drafting contracts to answering legal questions and summarising legal issues, AI is revolutionising the legal profession and although viewed with a sceptical eye by some law firms, is generally perceived to be capable of bringing huge benefits. (Source)
    • Legal bots like Harvey will assist lawyers with discovery.
  • Technology-assisted review (TAR) in e-discovery
  • Due to COVID 19, there were virtual courtrooms set up and just like with virtual/online-based learning within higher education, many judges, litigants, lawyers, and staff appreciated the time savings and productivity gains. Along these lines, see Richard Susskind’s work. [Richard] predicts a world of online courts, AI-based global legal businesses, disruptive legal technologies, liberalized markets, commoditization, alternative sourcing, simulated practice on the metaverse, and many new legal jobs. (Source)

There are innovative states out there fighting for change. For examples:

  • Utah in 2020 launched a pilot program that suspended ethics rules to allow for non-lawyer ownership of legal services providers and let non-lawyers apply for a waiver to offer certain legal services. (Source)
  • Arizona in 2021 changed its regulatory rules to allow for non-lawyer ownership. (Source)
  • Alaska with their Alaska Legal Services Corporation
  • …and others

And the last one — but certainly not the least one — is where my faith comes into play. I believe that the Triune God exists — The Father, The Son, and The Holy Spirit — and that the LORD is very active in our lives and throughout the globe. And one of the things the LORD values highly is JUSTICE. For examples:

  • Many seek an audience with a ruler, but it is from the Lord that one gets justice. Proverbs 29:26 NIV
  • These are the things you are to do: Speak the truth to each other, and render true and sound judgment in your courts; Zechariah 8:16 NIV
  • …and many others as can be seen below

The LORD values JUSTICE greatly!

So I believe that the LORD will actively help us provide greater access to justice in America.

Well…there you have it David. Thanks for your question/comment! I appreciate it!

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Some wisdom and knowledge for us

On 12/07/2023, in faith, global / globalization, hearts -- matters of the heart, relationships, religion, society, by Daniel Christian

Psalm 136:1 New International Version

Give thanks to the Lord, for he is good.
His love endures forever.

John 1:1-5 New International Version
The Word Became Flesh

1 In the beginning was the Word, and the Word was with God, and the Word was God. 2 He was with God in the beginning. 3 Through him all things were made; without him nothing was made that has been made. 4 In him was life, and that life was the light of all mankind. 5 The light shines in the darkness, and the darkness has not overcome it.

1 Chronicles 16:8 New International Version

8 Give praise to the Lord, proclaim his name;
make known among the nations what he has done.

Daniel 4:37 New International Version

37 Now I, Nebuchadnezzar, praise and exalt and glorify the King of heaven, because everything he does is right and all his ways are just. And those who walk in pride he is able to humble.

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