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Teens are losing interest in school, and say they hear about college ‘a lot’ [Turner]

On 09/03/2024, in Alternatives, apprenticeships, business, career development, education, education reform, Emotion, engagement / engaging students, entrepreneurship, K-12 related, leadership, learning, learning ecosystem, more voice more choice more control, motivation, pathways, strategy, teachers, United States, vocational / trades, youth, by Daniel Christian

Teens are losing interest in school, and say they hear about college ‘a lot’ — from npr.org by Cory Turner

This is not your standard back-to-school story, about school supplies or first-day butterflies.

It’s about how school-aged members of Gen Z — that’s 12- to 18-year-olds — are feeling about school and the future. And according to a new national survey, those feelings are a little worrying.

School engagement is down. The middle- and high-schoolers surveyed find school less interesting than they did just last year, and only about half believe they’re being challenged “in a good way.” The problem is especially acute for teens who say they don’t want to go to college right out of high school.

“The conversations that [K-12 schools are] having with middle-schoolers and high-schoolers are predominantly about college,” says Zach Hrynowski, a senior education researcher at Gallup. “Even the kids who are like, ‘I don’t want to go to college,’ what are they hearing the most about? College. We’re not talking to them about apprenticeships, internships, starting a business, entrepreneurial aspirations or jobs that don’t require a college degree.”

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What happens when we don’t love — or even *care* about — our neighbor? [Christian]

On 08/21/2024, in 21st century, business, corporate / business world, dangers of the status quo, Daniel S. Christian, Emotion, faith, generational differences, hearts -- matters of the heart, ideas, reinvent, relationships, religion, society, sociology, student-related, trends, United States, vendors, youth, by Daniel Christian

From DSC:
On a macro scale…this is on my heart these days.

I ran across some troubling but informative items re: religion in America from item #5 at Rex Woodbury’s 10 Charts That Capture How the World Is Changing:

  • How Religious Are Americans? — from news.gallup.com
    • The long-term decline in church attendance is linked to a drop in religious identification in general — particularly for Protestant religions — but also to decreasing weekly attendance among U.S. Catholics.
    • Steep Decline in U.S. Church Membership
      Additionally, less than half of Americans, 45%, belong to a formal house of worship. Church membership has been below the majority level each of the past four years. When Gallup first asked the question in 1937, 73% were members of a church, and as recently as 1999, 70% were. The decline in formal church membership has largely been driven by younger generations of Americans. Slightly more than one-third of U.S. young adults have no religious affiliation. Further, many young adults who do identify with a religion do not belong to a church. But even older adults who have a religious preference are less likely to belong to a church today than in the past.

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I’ve known about this decline for years now, but Rex’ posting and graphs were disheartening nonetheless. And Samuel Abrams’ article contains many reflections that I’ve had as well.

The Christian journey is about transformation — our hearts and minds are changed so that we become more like Jesus Christ (the pioneer and perfecter of [our] faith, per Hebrews 12:2). This transformation involves how we see and experience the world as well as how we are supposed to treat others. We receive new “glasses” if you will — new lenses on the world. In fact, Jesus said in Matthew 22:37-40:

37 Jesus replied: “‘Love the Lord your God with all your heart and with all your soul and with all your mind.’ 38 This is the first and greatest commandment. 39 And the second is like it: ‘Love your neighbor as yourself.’ 40 All the Law and the Prophets hang on these two commandments.”

So Christians are taught to love our neighbors. I/we mess up on this constantly, but many of us are trying to get better at it.

But what happens when we don’t love — or even care for/about — our neighbor? Do you know that if you are living in the United States right now, you are already feeling and experiencing the impact of this in an enormous way?

Here are a few ways that you can see this playing out — even from a secular/business standpoint:

  • Numerous businesses don’t care at all if their products harm you, your family, or your future. For example, food companies don’t care if their products aren’t good for you — they just want your repeat business. They are concerned FAR more about Wall Street and their shareholders than about your health. With knowing that I am a chief sinner, I could also point to those businesses pushing marijuana/cannabis (especially right next to universities and colleges), cigarettes, gambling, and others. There are some dubious folks within the healthcare and pharmaceutical industries as well.
  • Many businesses lie to you when you call into their 800 #’s and they tell you that they care about you and your business. Again we see that they greatly appreciate your money, but they really don’t care about you or your time. They often put you in a long queue.  The worst voice response units are programmed to make it extremely difficult — if not impossible — to let you talk to a live person.
  • Many businesses have embarked on the shrinkification of their products: offering smaller amounts but charging the same.
  • Many businesses don’t care if our youth are being negatively impacted (social media companies may come to some peoples’ minds. Disclaimer: I use Twitter/X and LinkedIn frequently).
  • Many businesses don’t care if their technologies are beneficial to society. They don’t stop to think about whether they should design and produce their products…just whether or not they can. Little to no wisdom is being displayed here.
  • …and I — and you — could list many more here.

So you and I are already being impacted when we push God out of our lives and out of our institutions. When we Americans look around these days..how’s that going for us? In my own life, the further I get away from God, the worse things get.

Also, we could talk about mental health*, shootings in our schools and on our streets, and several other things.

Do we care? I do. I think about this kind of thing more and more these days. LORD, forgive us. We need your help.

* I realize that Christians can struggle with mental health too
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3+ items re: the K-12 learning ecosystem

On 08/20/2024, in assessment, Bias | Diversity Equity & Inclusion (DE&I), colleges, community colleges, e-books, e-publishing related items (EPUB and more), education, education reform, educational games / serious games, Emotion, engagement / engaging students, higher education, K-12 related, mathematics, neurodivergent/special needs, online learning, parents/guardians, participation, programming, reading, science, society, sociology, student-related, United States, universities, writing, youth, by Daniel Christian

Some of the Best Online Learning Games for Kids — from nytimes.com by Courtney Schley

If you’re looking for apps and games that not only keep young kids occupied but also encourage them to explore, learn, and express themselves, we have some great suggestions.

The apps we cover in this guide are good learning apps not because they’re designed to make kids smarter, to drill facts, or to replace in-school learning, but because they each offer something fun, unique, and interesting for kids and adults.

As with our guides to STEM and learning toys, we didn’t test scores of apps to try to find the “best” ones. Rather, most of our favorite apps have been chosen by teachers for their students in classrooms, used by Wirecutter parents and their kids, or recommended by the experts and educators we spoke with.

SATs Have Never Been About Equity — from insidehighered.com by Pepper Stetler
The history of the SAT raises questions about how we value and measure intelligence, Pepper Stetler writes.

Excerpts (emphasis DSC):

Even though the overwhelming majority (about 80 percent) of the country’s colleges and universities will remain test optional for the Class of 2029, our national conversation about the role of standardized admissions tests in higher education focuses almost exclusively on elite colleges, whose enrollments represent only 1 percent of students. Such a myopic perspective will do little to increase access to higher education. Real change would require us to reckon with the history of standardized tests and how they have persistently disadvantaged large numbers of students, particularly students of color and students with disabilities.

One hundred years later, academic success is defined as the capacity to do well on a standardized test. It does not just predict a person’s academic ability. It defines academic ability. And those who have the most time and resources to devote to the test are the ones who will succeed.

Top EdTech Trends Shaping Education in 2024-2025 — from edmentum.com

  • Trend #1: Schools Are Using Career Technical Education to Increase Student Engagement
  • Trend #2: Districts Are Looking to Scale Up Tutoring
  • Trend #3: Virtual Learning Solutions Can Help Address Teacher Shortages

Understood.com | Everyone deserves to be understood
Understood is the leading nonprofit empowering the 70 million people with learning and thinking differences in the United States.

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Making sure that our classrooms are characterised by ‘high challenge’ alongside ‘low threat’. [Myatt]

On 08/20/2024, in education, Emotion, K-12 related, learning, Learning Experience Design, student-related, teachers, teaching & learning, youth, by Daniel Christian

No-one wants to feel like a muppet! — from marymyatt.substack.com/ by Mary Myatt
High challenge, low threat

But what is crucial is that this is not a public, humiliating struggle which dehumanises the person, it is the private conversations we have with ourselves about what is working and what isn’t.

The second strand is that the circumstances are always low threat. No-one else can see our struggling to get the solution.

No-one is pointing the finger.

It is when we feel safe at this deep level that we are prepared to risk things and have a go.

If we are serious about providing pupils with an ambitious curriculum, we need to consider how the ‘high challenge’ is balanced by ‘low threat’.

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Psalm 8 + Psalm 9:9-10

On 08/16/2024, in Emotion, faith, global / globalization, hearts -- matters of the heart, relationships, religion, society, by Daniel Christian

Psalm 8
For the director of music. According to gittith.[b] A psalm of David.

1 Lord, our Lord,
    how majestic is your name in all the earth!

You have set your glory
    in the heavens.
2 Through the praise of children and infants
    you have established a stronghold against your enemies,
    to silence the foe and the avenger.
3 When I consider your heavens,
    the work of your fingers,
the moon and the stars,
    which you have set in place,
4 what is mankind that you are mindful of them,
    human beings that you care for them?[c]

5 You have made them[d] a little lower than the angels[e]
    and crowned them[f] with glory and honor.
6 You made them rulers over the works of your hands;
    you put everything under their[g] feet:
7 all flocks and herds,
    and the animals of the wild,
8 the birds in the sky,
    and the fish in the sea,
    all that swim the paths of the seas.

9 Lord, our Lord,
    how majestic is your name in all the earth!

Psalm 9:9-10 New International Version

9 The Lord is a refuge for the oppressed,
    a stronghold in times of trouble.
10 Those who know your name trust in you,
    for you, Lord, have never forsaken those who seek you.

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Setting expectations in the first week + other K12-related items

On 08/15/2024, in art, assessment, curriculum, dangers of the status quo, Emotion, instructional design, K-12 related, learning ecosystem, Learning Experience Design, pedagogy, teachers, by Daniel Christian

Using Classroom Observations for Support as a New Teacher — from edutopia.org by Sunaina Sharma
Constructive feedback from colleagues helps new teachers identify areas of strength and growth and develop strategies to achieve their goals.

Stepping into the classroom for the first time as a new teacher can feel like navigating uncharted territory. The mix of excitement and nerves is palpable, and the fear of making mistakes looms large. Amid the whirlwind of lesson planning and classroom management, one often-overlooked opportunity for growth is classroom observations. Approach observations with an open mind and a willingness to learn. Embrace vulnerability as a sign of strength, and use feedback as a springboard for growth.

Teaching Young Students About Classroom Expectations in the First Week — from edutopia.org by Alicia Meyers
Early childhood educators can use a series of fun catchphrases during the first week of school to teach students some ground rules.

The first week of school for pre-K to second-grade teachers comes with an ever-evolving list of expectations to teach. Cue Montell Jordan: “This is how we do it…”

The first week is our blank slate, our opportunity to create a foundation to build off of. The earlier we introduce and enforce our expectations, the earlier learning can begin. It’s essential that we teach, model, and role-play each expectation with students, and the more fun we have with it, the more it will stick.

Below are five of my favorite first-week catchphrases that teach clear expectations, which I call the “first week [fun]damentals,” along with how to teach them, the why, and teacher tips to make execution easier.

Your New? Your Better? Your Stronger? — from thebrokencopier.substack.com by Marcus Luther
A back-to-school reflection for educators (and my own answers!)

Which is how I arrived at these three questions to ask myself:

  • What is one thing I want to do new this year?
  • What is one thing I want to get better at as a teacher?
  • What is one strength I want to be even stronger?

Three questions that are really three lenses to look forward with and hold myself accountable for:

The Instructor Mental Health Landscape — from wiley.com

According to the results of a new survey by Wiley, an increasing number of instructors – along with students – are facing mental health difficulties post-pandemic. And while instructors are aware of the challenges their students are trying to cope with, they’re also feeling the strain, with levels of exhaustion and burnout on the rise. Faced with being asked to do more with less, instructors turn to their family and peers for support. However, as the stigma around mental health lessens many are also seeking out professional help.

Read our report to discover key takeaways from the front lines of the ongoing mental health crisis and explore the implications for instructors, schools, and students alike.

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44% of Americans Expect Importance of College Education to Decline Over Next 10 Years, New Survey Reveals

On 08/14/2024, in business side of he, change, colleges, community colleges, cost of getting a degree, Emotion, future, future of higher education, game-changing environment, higher education, learning ecosystem, parents/guardians, reinvent, staying relevant, surviving, United States, universities, vocational / trades, by Daniel Christian

44% of Americans Expect Importance of College Education to Decline Over Next 10 Years, New Survey Reveals — from prnewswire.com by College Consensus

New College Consensus poll shows most Americans think traditional 4-year college best route to satisfying career, but nearly half expect importance of traditional college education to decline over next decade, with trade school offering an equal or better return on investment.

HILLSBOROUGH, N.C., Aug. 6, 2024 /PRNewswire/ — College Consensus, a comprehensive resource for college rankings and information, has released results of a new poll asking Americans about their confidence in higher education. Their findings can be seen at:

https://www.collegeconsensus.com/research/trust-in-higher-education/

The key takeaways of that report are that:

  • Americans still largely trust traditional higher education, but not as much as they used to
  • Nearly half of Americans believe traditional college education will decline in importance in the next decade
  • Americans view trade school as offering almost equivalent ROI to traditional college
  • Trust in community college and online college is lower than traditional, but still strong
  • Technology bootcamps struggling to gain trust

The above is happening at the same time as this:

US colleges are cutting majors and slashing programs after years of putting it off — from apnews.com

It’s part of a wave of program cuts in recent months, as U.S. colleges large and small try to make ends meet. Among their budget challenges: Federal COVID relief money is now gone, operational costs are rising and fewer high school graduates are going straight to college.

The cuts mean more than just savings, or even job losses. Often, they create turmoil for students who chose a campus because of certain degree programs and then wrote checks or signed up for student loans.

“For me, it’s really been anxiety-ridden,” said Westman, 23, as she began the effort that ultimately led her to transfer to Augsburg University in Minneapolis. “It’s just the fear of the unknown.”

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What if AI was made for this! Ha!

On 07/19/2024, in Artificial Intelligence / Machine Learning / Deep Learning / Algorithms, digital video, Emotion, engagement / engaging students, play, skills, by Daniel Christian

And while we’re having some fun, also see the following items:

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Students Speak Out: How to Make High Schools Places Where They Want to Learn [Fertig]

On 07/19/2024, in apprenticeships, career development, education, education reform, Emotion, engagement / engaging students, hearts -- matters of the heart, K-12 related, leadership, learning, learning ecosystem, Learning Experience Design, more voice more choice more control, real-world assignments, reinvent, relationships, skills, social learning / networks, strategy, student-related, teachers, United States, vocational / trades, youth, by Daniel Christian

Students Speak Out: How to Make High Schools Places Where They Want to Learn — from the74million.org by Beth Fertig
Too many high school students complain that school is boring. Students share what makes school enjoyable.

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Excerpts (emphasis DSC):

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Solving chronic absenteeism involves tackling big structural problems like transportation and infrastructure. But we also have to make our schools places where young people want to learn. Too many teens, in particular, had negative feelings about school even before the pandemic. Yale researchers conducting a national survey of high school students found most teens spent their days “tired,” “stressed,” and “bored.” Fewer than 3 in 100 reported feeling interested while in school.

Decades of research prove that students learn more when they experience high levels of academic engagement and social belonging in school.

Students at all four schools experience internships, work-based learning and partnerships with community organizations, which they said make classwork feel more relevant. 

Learners need: More voice. More choice. More control. -- this image was created by Daniel Christian

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Free Sites for Back to School [Restifo]

On 07/19/2024, in animation, art, career development, chemistry, cloud-based computing / apps / other cloud-related, collaboration, communications, content development, aggregation, repositories, creativity, data related items, design, digital audio, digital learning, digital video, education technology, educational games / serious games, Emotion, engagement / engaging students, experimentation, Google, graphics, history, ideas, K-12 related, languages and translation, learning ecosystem, Learning Experience Design, legislatures / government / legal, mathematics, multimedia, music, new media literacies, online media, passions, pedagogy, platforms, play, productivity / tips and tricks, science, student teaching/teacher education, student-related, teachers, teaching & learning, technologies for your home, tools, United States, vendors, Virtual Reality (VR) / worlds / learning, web-based collaboration, writing, youth, by Daniel Christian

Free Sites for Back to School — from techlearning.com by Diana Restifo
Top free and freemium sites for learning

An internet search for free learning resources will likely return a long list that includes some useful sites amid a sea of not-really-free and not-very-useful sites.

To help teachers more easily find the best free and freemium sites they can use in their classrooms and curricula, I’ve curated a list that describes the top free/freemium sites for learning.

In some cases, Tech & Learning has reviewed the site in detail, and those links are included so readers can find out more about how to make the best use of the online materials. In all cases, the websites below provide valuable educational tools, lessons, and ideas, and are worth exploring further.

Two bonus postings here! 🙂 

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Tips for teachers for lower el / preschool

On 07/11/2024, in education, Emotion, engagement / engaging students, K-12 related, learning, learning ecosystem, Learning Experience Design, pedagogy, productivity / tips and tricks, student-related, teachers, United States, youth, by Daniel Christian

Effective Transitions for Preschool Students — from edutopia.org by Connie Morris
Teachers can use fun activities to help young learners ease into daily classroom routines.

We can help students deal with change by using transitions between activities as an opportunity to strengthen their executive functioning, resilience, and independence. Executive functioning development grows cognitive flexibility, working memory, and self-control. These are skills that require guidance and practice, as they do not come naturally.

By using positive language, modeling and co-regulation, we encourage children to be actively involved in planning and making choices. These important life-long skills also increase their social emotional well-being. Our support and intervention can be adjusted based on a child’s skill set and progress.

Tips for Promoting Calm in Preschool — from edutopia.org by Sasha Michaud
These strategies help students regulate their emotions, both individually and as a group

Here are some strategies for helping groups regain their focus during transitions:

  • Whisper: “If you can hear my voice, put your fingers on your nose,” and then wait to see how many children hear and join. Repeat with another body part, sometimes quieter or slightly louder to gain interest.
  • Ask: ”I’m thinking of an animal (or food, plant, teacher, child, etc.),” and then give three clues. The children listen closely and wait for three fingers to go up (one with each clue) and then guess. You could have them practice wiggling their fingers, or raising their hands to guess.
  • Sing: “I’ll put my tippy tappy fingers on myyyy… forehead!“ As you sing this body parts song, tap your fingers along different body parts and sing, sort of like another common children’s song, but do random body parts to engage the children as well as ground them in their bodies.

These games have saved me from getting overwhelmed countless times.

Using AI to Support Vocabulary Lessons — from edutopia.org by Monica Burns
Seeing AI-generated images of the words they’re learning can help boost elementary students’ engagement.

You can use a chatbot like Gemini or ChatGPT to gather a list of ideas for an upcoming lesson, but let’s take a look at how you can use generative AI tools to create images that help bring vocabulary to life. It’s a topic I’ve covered on my blog and podcast, and I recently had the chance to work with elementary educators in New York to put these ideas into action in their classrooms.
.

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Neurodivergent students [Sanchez]

On 06/28/2024, in colleges, community colleges, Emotion, engagement / engaging students, psychology, society, student-related, United States, universities, by Daniel Christian

Neurodivergent students — from The Hechinger Report by Olivia Sanchez

“Neurodivergent people spend their whole lives trying to learn how neurotypical people operate, and trying to change themselves to fit neurotypical standards,” Gudnkecht said. “I just think it’s important for neurotypical people to also put in a tiny bit of effort to understand us, just because we spend our whole life trying to understand them.”

At its simplest, neurodiversity is the idea that everybody’s brains work differently, and that these differences are normal. Neurodivergent, which is not a medical diagnosis, is an umbrella term that refers to people who have autism spectrum disorder, ADHD, dyslexia, or other atypical ways of thinking, learning and interacting with others.

“It’s obviously essential to give the appropriate accommodations to people with disabilities. Like, that’s definitely like number one,” Gudknecht said. “But it’s also equally as essential to support the social and emotional well-being of students.”

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Text-to-video from various vendors; + video-to-audio; + other items re: AI

On 06/19/2024, in Artificial Intelligence / Machine Learning / Deep Learning / Algorithms, Asia, content development, aggregation, repositories, creativity, digital audio, digital video, education technology, emerging technologies, Emotion, engagement / engaging students, experimentation, graphics, Microsoft, multimedia, new media literacies, platforms, tools, United States, vendors, vision/possibilities, by Daniel Christian

Kuaishou Unveils Kling: A Text-to-Video Model To Challenge OpenAI’s Sora — from maginative.com by Chris McKay

Generating audio for video — from deepmind.google

LinkedIn leans on AI to do the work of job hunting — from  techcrunch.com by Ingrid Lunden

Learning personalisation. LinkedIn continues to be bullish on its video-based learning platform, and it appears to have found a strong current among users who need to skill up in AI. Cohen said that traffic for AI-related courses — which include modules on technical skills as well as non-technical ones such as basic introductions to generative AI — has increased by 160% over last year.

You can be sure that LinkedIn is pushing its search algorithms to tap into the interest, but it’s also boosting its content with AI in another way.

For Premium subscribers, it is piloting what it describes as “expert advice, powered by AI.” Tapping into expertise from well-known instructors such as Alicia Reece, Anil Gupta, Dr. Gemma Leigh Roberts and Lisa Gates, LinkedIn says its AI-powered coaches will deliver responses personalized to users, as a “starting point.”

These will, in turn, also appear as personalized coaches that a user can tap while watching a LinkedIn Learning course.

Also related to this, see:

Unlocking New Possibilities for the Future of Work with AI — from news.linkedin.com

Personalized learning for everyone: Whether you’re looking to change or not, the skills required in the workplace are expected to change by 68% by 2030. 

Expert advice, powered by AI: We’re beginning to pilot the ability to get personalized practical advice instantly from industry leading business leaders and coaches on LinkedIn Learning, all powered by AI. The responses you’ll receive are trained by experts and represent a blend of insights that are personalized to each learner’s unique needs. While human professional coaches remain invaluable, these tools provide a great starting point.

Personalized coaching, powered by AI, when watching a LinkedIn course: As learners —including all Premium subscribers — watch our new courses, they can now simply ask for summaries of content, clarify certain topics, or get examples and other real-time insights, e.g. “Can you simplify this concept?” or “How does this apply to me?”

 

Roblox’s Road to 4D Generative AI — from corp.roblox.com by Morgan McGuire, Chief Scientist

  • Roblox is building toward 4D generative AI, going beyond single 3D objects to dynamic interactions.
  • Solving the challenge of 4D will require multimodal understanding across appearance, shape, physics, and scripts.
  • Early tools that are foundational for our 4D system are already accelerating creation on the platform.
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Two great resources for parents, caregivers, teachers, or anyone who works with children

On 05/20/2024, in education, Emotion, engagement / engaging students, K-12 related, neurodivergent/special needs, parents/guardians, society, sociology, teachers, youth, by Daniel Christian

From DSC:
My wife does a lot of work with foster families and CASA kids, and she recommends these resources for helping children who have experienced adversity, early harm, toxic stress, and/or trauma. 

TBRI: Trust Based Relational Intervention — from child.tcu.edu by Karyn Purvis Institute of Child Development

TBRI® is an attachment-based, trauma-informed intervention that is designed to meet the complex needs of vulnerable children. TBRI® uses Empowering Principles to address physical needs, Connecting Principles for attachment needs, and Correcting Principles to disarm fear-based behaviors. While the intervention is based on years of attachment, sensory processing, and neuroscience research, the heartbeat of TBRI® is connection.

The Connected Child by Karen Purvis

The adoption of a child is always a joyous moment in the life of a family. Some adoptions, though, present unique challenges. Welcoming these children into your family–and addressing their special needs–requires care, consideration, and compassion. Written by two research psychologists specializing in adoption and attachment, The Connected Child will help you:

  • Build bonds of affection and trust with your adopted child
  • Effectively deal with any learning or behavioral disorders
  • Discipline your child with love without making him or her feel threatened
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A major step towards much more natural human-computer interaction: OpenAI introduces GPT-4o

On 05/14/2024, in 24x7x365 access, A/V -- audio/visual, Artificial Intelligence / Machine Learning / Deep Learning / Algorithms, assistive technologies, bots, digital audio, digital learning, digital video, education, education technology, emerging technologies, Emotion, higher education, homeschooling/homeschoolers, human-computer interaction (HCI), ideas, informal learning, innovation, instructional design, intelligent systems, intelligent tutoring, interaction design, interactivity, IT in HE, K-12 related, languages and translation, law schools, learner profiles, learning, learning agents, learning ecosystem, Learning from the Living [Class] Room, learning preferences, liberal arts, lifelong learning, mathematics, multimedia, Natural Language Processing (NLP), online tutoring, Open AI, personalized/customized learning, platforms, productivity / tips and tricks, smart classrooms, smart/connected TV, student-related, technologies for your home, television, tools, United States, universities, usability, user experience (UX), user interface design, vendors, vision/possibilities, voice recognition / voice enabled interfaces, by Daniel Christian

Hello GPT-4o — from openai.com
We’re announcing GPT-4o, our new flagship model that can reason across audio, vision, and text in real time.

GPT-4o (“o” for “omni”) is a step towards much more natural human-computer interaction—it accepts as input any combination of text, audio, image, and video and generates any combination of text, audio, and image outputs. It can respond to audio inputs in as little as 232 milliseconds, with an average of 320 milliseconds, which is similar to human response time in a conversation. It matches GPT-4 Turbo performance on text in English and code, with significant improvement on text in non-English languages, while also being much faster and 50% cheaper in the API. GPT-4o is especially better at vision and audio understanding compared to existing models.

Example topics covered here:

  • Two GPT-4os interacting and singing
  • Languages/translation
  • Personalized math tutor
  • Meeting AI
  • Harmonizing and creating music
  • Providing inflection, emotions, and a human-like voice
  • Understanding what the camera is looking at and integrating it into the AI’s responses
  • Providing customer service

With GPT-4o, we trained a single new model end-to-end across text, vision, and audio, meaning that all inputs and outputs are processed by the same neural network. Because GPT-4o is our first model combining all of these modalities, we are still just scratching the surface of exploring what the model can do and its limitations.

From DSC:
I like the assistive tech angle here:

 

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