🤖 AI Teaching AI: The Recursive Loop That Could Change Everything

Over 4 billion people interact with AI systems trained by other AI models. Sounds futuristic? It's happening RIGHT NOW. ChatGPT creates training data for smaller models, and image generators produce millions of synthetic pictures for next-gen vision systems. But there's a terrifying problem: "model collapse."

When AI trains on AI-generated content, errors compound like photocopying a photocopy until everything becomes unrecognizable. After just 5 generations, models degrade into nonsensical loops. We're running out of human data by 2026, forcing tech giants to spend $100M+ annually on quality control. The solution? Hybrid systems with constant human oversight and diversity monitoring.

Are we witnessing self-improving AI or machines drifting into hallucinatory realities? Drop your thoughts below! 💭

#ArtificialIntelligence #MachineLearning #AITraining #ModelCollapse #TechExplained #AIEthics #FutureOfAI #DeepLearning

Indiana has one of the largest voucher programs in the country with over 34,000 students receiving tax dollars to pay for private schools. With the Trump administration favoring school choice, many wonder if vouchers help or hurt education. Lisa Stark reports.

This video originally aired on PBS NewsHour on March 14, 2017. ____________________

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Title Vlog: Making Meaning Through Language (Component 3) English Curriculum

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Kids vocabulary - Action Verbs - Action Words - Learn English for kids: Fly, sleep, drive, laugh, eat, walk, run, cry, jump

👋 Welcome to our exciting educational journey! In this engaging YouTube video, we present a delightful compilation of 250+ basic verbs in English, specially designed for children. 🌟

Join us as we embark on a colorful learning adventure, where your little ones will discover and practice common verbs in a playful and interactive way. From "jump" to "run," "sing" to "eat," our video is packed with vibrant visuals and cheerful animations that make language learning a joy for kids.

This educational content is carefully crafted to enhance vocabulary, promote language development, and foster a love for learning in young minds. Our approach combines entertainment with education, ensuring that the learning process is both effective and enjoyable.

Watch as your children actively engage with the video, absorbing essential verbs effortlessly while having a blast. Whether they are toddlers or early elementary students, this video caters to a wide age range, making it a perfect addition to any learning routine.

Spark your child's curiosity and ignite a passion for language with our 250+ basic verbs in English video! Press play, subscribe for more educational content, and let the learning fun begin! 🚀📝

Discover hundreds of never-before-seen resources! Create your free account at https://my.happylearning.tv/ and start learning in the most entertaining way.

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The Buran meaning “snowstorm” in Russian was the Soviet Union’s response to NASA's space shuttle program.

Copyright: DO NOT reupload our content on Youtube or other social media without expressed permission.

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Space Station Experience by Unicorn Heads

It's Animals & Nature Week at Camp Khan Kids! This week, kids ages 2-8 can discover creatures and habitats in our natural world. From the largest elephant to the littlest hedgehog, we’ve got animal facts covered. All of these activities are planned out for you. Just click the schedule at https://camp.khankids.org/ to get started.

An Infographic trip through the wonders of the solar system.

The solar system - well known from countless documentaries. 3D animation on black background. This infographic videos tries something different. Animated infographics and a focus on minimalistic design puts the information up front. We take the viewer on a trip through the solar system, visiting planets, asteroids and the sun.

Short videos, explaining things. For example Evolution, the Universe, the Stock Market or controversial topics like Fracking. Because we love science.


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The Solar System -- our home in space

Help us caption & translate this video!

http://www.youtube.com/timedtext_cs_panel?c=UCsXVk37bltHxD1rDPwtNM8Q&tab=2

Emma B. Pass - https://twitter.com/emmabpass - English and Language Arts Teacher at PSD Global Academy, led this conversation:

One of the biggest hurdles in remote learning is simply getting your students online. The more fun and engaging your online lessons are, the more likely your students will do them! Whether meeting live over video conferencing, or asking students to complete work independently/asynchronously, this session will detail tools, tips, and best practices for creating engaging lessons and building your classroom community online.

Intended audience: Those who teach grades K-12

The SJSU Lurie College of Education has established this free K-12 Online Teaching Academy to support pre-service teacher candidates and current teachers to strengthen their online teaching skills and adapt to our current circumstances. Learn more about the academy at sjsu.edu/education/k12-academy

Connect with Lurie College at https://linktr.ee/sjsulurie to receive more news about academic and student life!

Students work within constraints to construct model trusses and then test them to failure as a way to evaluate the relative strength of different truss configurations and construction styles. Each student group uses Popsicle sticks and hot glue to build a different truss configuration from a provided diagram of truss styles. Within each group, each student builds two exact copies of the team's truss configuration using his/her own construction method, one of which is tested under shear conditions and the other tested under compression conditions. Results are compiled and reviewed as a class to analyze the strength of different types of shapes and construction methods under the two types of loads. Students make and review predictions, and normalize strengths. Teams give brief presentations to recap their decisions, results and analysis.

View the full activity on TeachEngineering:
https://www.teachengineering.o....rg/activities/view/c

TeachEngineering has over 1,500 FREE lessons and activities. Visit https://www.teachengineering.org/ for more

Music - Daily_Beetle by Kevin MacLeod

Participants:
Umut Eser, Dugan Hammock, Giacomo Bocchese, Daniel Van Zant, Ellynne Dec, Brian Sillverman

Description:
Umut presents his work on how complex adaptive systems in biology can inform how AI systems are structured. "Hierarchy is the secret sauce of robustness."

Materials:
Teaching AI to Build Its Own Building Blocks
Beyond Pattern Matching: Towards Genuine AI Understanding
https://umuteser1.substack.com..../p/teaching-ai-to-bu

Gemini 3.0 te ahorra tiempo, crea material didáctico y te ayuda en tus clases. Te explico cómo utilizarlo si eres docente.

00:00 Intro
00:23 Entrar a Gemini 3.0
02:06 Crear infografías con Nano Banana
04:33 Interfaz interactiva
09:26 Hacer juegos con Gemini
13:05 Crear material didáctico
13:59 Modifica tu salón de clases

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Conviértete en miembro de este canal para disfrutar de ventajas:
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A simple and clear explanation of all the important features of quantum physics that you need to know. Check out this video's sponsor https://brilliant.org/dos
I have spent a lot of time thinking about how best to explain quantum physics and this is the result of all my hours of pondering, and I’m really happy with how it turned out. I decided to just explain it as it actually is, rather than rely on analogies. The video explains the quantum wavefunction, particle-wave duality, the measurement problem, the double-slit experiment, superposition, entanglement, quantum tunnelling, the Heisenberg uncertainty principle, and energy quantisation. Let me know if it was helpful! Cheers Dx

#quantum #physics #DomainOfScience

You can get the posters and other merch here:
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Or posters for outside the US here:
https://www.redbubble.com/people/dominicwalliman
I have also made versions available for educational use which you can find here: https://www.flickr.com/photos/95869671@N08/

If you want to check out my Professor Astro Cat books go here:
http://profastrocat.com

Thanks so much to my supporters on Patreon. If you enjoy my videos and would like to help me make more this is the best way and I appreciate it very much. https://www.patreon.com/domainofscience

Further reading
For a more detailed introduction to quantum physics: 'The Quantum Universe' by Brian Cox and Jeff Forshaw is good.
And a slightly more advanced but fantastic description of what we do and don't know about quantum physics is the excellent book 'Beyond Weird' by Philip Ball.

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Jack and the Leprechaun - Children's Stories Read Aloud - St. Patrick's Day Stories for Kids
by Ivan Robertson
Illustrated by Katy Bratun

Click here to purchase Jack and the Leprechaun: https://www.amazon.com/Jack-Le....prechaun-Pictureback

It's St. Patrick's Day, and Jack Mouse is visiting his cousin Sean in Ireland. Sean tells Jack about the myth of leprechauns, and Jack is determined to catch one for himself! Children will delight in learning about Irish folk tales and traditions and the customs of St. Patrick's Day in this brand-new Pictureback®.

WOAH! Learn all about polar bears in this video for kids! You will find out why polar bears are so special as we talk about what makes them unique in the animal kingdom and share about how they live their lives! It is going to be fun!

00 Introduction
0:17 Kids' Comments
1:16 What are polar bears?
1:27 Where do polar bears live?
2:44 What color are polar bears?
4:29 How big are polar bears?
5:28 What do polar bears eat?
6:46 Polar bears are swimmers
7:27 Review


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AI Professor App Demo | Build Your Own AI Teacher Website (Students Pay You!

AI Professor is a world’s first AI-powered education app that lets you create human-like AI teachers who can speak, explain, present, and answer questions on any topic—just like a real professor.

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Powered by advanced GPT-class language models, AI Professor allows you to build your own AI teacher website where students can learn, study, and ask questions—and pay you to access it.

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If you’re looking for the best AI teaching app, AI professor software, or a way to monetize AI education, this AI Professor review will show you exactly how it works.

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I use all five of these AI chatbots every single day (Gemini, ChatGPT, Claude, Grok abd Perplexity), and after extensive testing, I have some thoughts on them!

🔗 This video is sponsored. Some product links are affiliate links which means if you buy something we'll receive a small commission.

The field of computer science summarised. Learn more at this video's sponsor https://brilliant.org/dos

Computer science is the subject that studies what computers can do and investigates the best ways you can solve the problems of the world with them. It is a huge field overlapping pure mathematics, engineering and many other scientific disciplines. In this video I summarise as much of the subject as I can and show how the areas are related to each other.

#computer #science #DomainOfScience

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A couple of notes on this video:
1. Some people have commented that I should have included computer security alongside hacking, and I completely agree, that was an oversight on my part. Apologies to all the computer security professionals, and thanks for all the hard work!
2. I also failed to mention interpreters alongside compilers in the complier section. Again, I’m kicking myself because of course this is an important concept for people to hear about. Also the layers of languages being compiled to other languages is overly convoluted, in practice it is more simple than this. I guess I should have picked one simple example.
3. NP-complete problems are possible to solve, they just become very difficult to solve very quickly as they get bigger. When I said NP-complete and then "impossible to solve", I meant that the large NP-complete problems that industry is interested in solving were thought to be practically impossible to solve.

And free downloadable versions of this and the other posters here. If you want to print them out for educational purposes please do! https://www.flickr.com/photos/95869671@N08/

Thanks so much to my supporters on Patreon. If you enjoy my videos and would like to help me make more this is the best way and I appreciate it very much. https://www.patreon.com/domainofscience

I also write a series of children’s science books call Professor Astro Cat, these links are to the publisher, but they are available in all good bookshops around the world in 18 languages and counting:
Frontiers of Space (age 7+): http://nobrow.net/shop/profess....or-astro-cats-fronti
Atomic Adventure (age 7+): http://nobrow.net/shop/profess....or-astro-cats-atomic
Intergalactic Activity Book (age 7+): http://nobrow.net/shop/profess....or-astro-cats-interg
Solar System Book (age 3+, available in UK now, and rest of world in spring 2018): http://nobrow.net/shop/profess....or-astro-cats-solar-
Solar System App: http://www.minilabstudios.com/....apps/professor-astro
And the new Professor Astro Cat App: https://itunes.apple.com/us/ap....p/galactic-genius-wi

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Part 3 in our series of webinar for K12 teachers!

For more content like this visit our dedicated K12 website:
https://www.ngl-emea.com/k12​