Posts Tagged craft

STEM Tuesday — Computers–Questions to Ask Yourself About AI Use in the Classroom

AI in Schools Has a Cost: Impacts and Responses

by Kamilla Milligan and Alexandra Millarhouse

 

Are you being asked to incorporate AI into your work or classroom? How do you feel about that?

The push for AI seems to be everywhere these days, including in many classrooms. As educators, parents, and creatives, we have concerns.

What does it mean for students? For our future?

We wanted to offer you some of the research we have gathered about AI use in the classroom. We believe that it is important to take into account all of the issues with AI when considering how you can contribute to the conversation in your own district.

While this post aimed at educators, we hope that this information serves anyone who is interested in learning more about the costs and impacts of AI on students and beyond.

AI Impacts in the Classroom

Let’s start with how AI affects students in the classroom. Research conducted by Abdulrahman (2024) identifies ten categories of potential negative impact from AI (see Table) while Ahmad et al. (2021) points out six risk areas. Some of these include:

  • Loss of human connection. Students report a reduction in connections with teachers and other students.
  • Reduced critical thinking, problem solving, and creativity. Research has shown a link between AI use and cognitive decline in students. When machines generate solutions, students lose opportunities for learning and development of creative solutions. For example, there is a cost to using AI at any stage of the writing process.
  • Social knowledge and skill-building risks. AI use has been found to reduce interpersonal skills and tolerance for difference. Current AI models are sycophantic, agreeing with and supporting the logic of users. Those who use AI regularly show reduced ability to respect different perspectives, and increased rigidity in the rightness of their viewpoints.
  • Accuracy and functional risks. AI has significant errors in output and frequent hallucinations, including false information and research citations. 

The Big Picture of AI Impacts

In addition to classroom use, educators should be aware of the larger drawbacks of AI. The harms caused by widespread adoption of AI technologies* to our physical, social and economic environments are well documented, including: 

The Classroom Context: Pressures on Teachers

The push to adopt AI is creating practical and ethical challenges. While many want to take a thoughtful approach to adopting a brand-new technology, they may not have been given time or support to understand the full scale of AI’s potential impacts, let alone make independent choices about if or how it might belong in a classroom. As you look into AI, it’s crucial to understand the context within which AI is being rolled out. 

It’s also important to note that while AI is being pushed in some districts, it’s being paused in others, including NYC and Los Angeles, for many of the reasons noted below. 

Time savings/personalized learning. Educators face increased responsibilities: learning shortfalls and exacerbated gaps in learning; lower attention spans among students; and funding cuts that are deeply impacting school resources (as well as publishing). 

Many schools and school boards assume that AI addresses these systemic problems, for example, by providing time savings (such as in filling out report cards) or by personalizing assignments. This is not necessarily true.

The push for AI use can increase pressures on educators as they are assumed capable of taking on more responsibilities. Instead, they have to manage, review and edit AI products as well as deal with the unintended impacts in the classroom, along with the other, ongoing parts of their jobs.

Additionally, AI creates an even thinner overall system by committing limited resources to AI programs instead of addressing real resource needs since human learning requires interactions with humans, even if technology can play a role. 

“Future-proofing” students’ skills. Some argue that students must learn to use AI to be competitive in the job market. But this assumes a future where AI is ubiquitous. It also assumes that we can “future-proof” students’ skills using current technology. 

However, as one example, writing code was touted and prioritized a decade ago as the skill every student needed to succeed. Yet, as those students enter the job market, coding is now increasingly considered redundant as it is outsourced to AI. 

A future based in AI is also far from guaranteed. Currently (and foreseeably), AI is unsustainable economically and environmentally, and is running out of training materials required to continue to grow. 

"Is AI Profitable Yet?" No. Comparisons of expenses and revenue for major AI companies.

[from https://isaiprofitable.com/]

No matter what the future holds, students will need skills in reading, writing, scientific and math literacy, and critical thinking. 

No Single Solution

We recognize that each school, each classroom, each person is different. But no matter your context or circumstances, the most important thing is to educate yourself enough to make an intentional, researched plan so that you can help guide the conversation in your own area. Recognizing the complexity of this topic, we will leave you with questions rather than answers:

How can we continue to think and talk critically about this technology, and who benefits from its use and widespread rollout?

What choices do we have as individuals in our interactions with AI? What other options are possible, even with systemic pressures encouraging its use?

How can we have higher-level conversations about the root causes that are driving the push to implement AI?

What skills are needed to create a sustainable, equitable future for all on the planet? How is the use of AI building or destroying those skills in students? 

And ultimately, how do we develop informed citizens who are equipped to navigate a changing world, and are capable of understanding their choices and the impacts of those choices on each other and the planet? 

The world is changing. We all need to be problem-solvers, to have the full functioning of our brains, bodies, and humanity actively engaged in facing the challenges we’ll encounter over the coming decades. 

*AI encompasses a wide range of technologies and applications. This overview focuses on those more commonly used in classrooms and by the public, including generative AI, chatbots, use of AI by teachers to generate content or reports, and AI companions.

 

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Kamilla Milligan is a kidlit writer who explores themes of home, connection with nature, and cultural diversity in her stories. Kamilla has lived in Canada, the southern US, and Russia, and applies her PhD in education to her work in equity and human rights. Outside of reading, Kamilla enjoys gardening, fibre projects, and nature walks. Visit Kamilla online at kamillamilligan.com

Alexandra Millarhouse is a researcher, science communication professional, and writer focused on the intersection of nature, science, and self. Her nonfiction picture book, THE ANIMAL QUEENDOM, comes out in Jan 19, 2027 with Simon & Schuster. Living in Vermont, Alexandra is often tracking wildlife across a cemetery, or sitting by the water with a sketchbook. Visit Alexandra online at: foxandindigo.com

STEM Tuesday– Light and Color– Author Interview – Laura Mucha

 

Welcome to STEM Tuesday: Author Interview, a repeating feature for the last Tuesday of every month. Go Science-Tech-Engineering-Math!

Today we’re interviewing Laura Mucha, author of Kaleidoscope: Step into a world of color.

Kaleidoscope paints a vivid and often creepy picture of humankind’s quest to create coloful art materials. The history and science of color is on full display in vivid spreads that highlight specfic colors from indigo to dragon’s blood to vital green. Shocking tales of red candy made with bugs and poisonous wall paper will have kids shouting No way!” and “That’s awful!” and “How cool!” on repeat.

And now, let’s dive into this vibrant interview:

Emily Starr: Let’s start with the shocking: Your final spread shares that a color was made from dead bodies. Wow! How did you discover that information, and what other research surprised you most?

Laura Mucha: I read about it in a general book about color – then to check it actually happened, I found it in Harvard’s Forbes Pigment Collection, which has a tube of Roberson’s ‘Mummy Brown’, plus mummy fragments donated by the firm. I was pretty surprised that artists used paint made from dead human bodies – and I particularly love this paragraph from Kaleidoscope:

Mummy was sold as a paint until quite recently. In 1964, one company stopped selling it because they ran out of mummies, saying, “We might have a few odd limbs lying around somewhere, but not enough to make any more paint.”

I was shocked by how many colors came from bugs, bodily fluids and poison! Some red candies are still colored with crushed insects, Indian yellow was made from the pee of cows fed on mango leaves, and people slathered poisonous lead white on their faces to look their best. But one of the most shocking was Scheele’s green: its inventor knew it was poisonous, but it still ended up covering 100 square miles of British walls and killing people, and no laws were ever made to stop it.

Emily: Allowing poisonous paint to kill people is almost as shocking as the mummies – almost! Like the colors you just mentioned, on each spread, you share specific color names and how those colors are/were created. Are there any colors that didn’t make it in the book that you wish you had space to include?

Laura: My notes ran to nearly 100,000 words, with little comments to myself like “not that interesting?!” I wrote DO NOT INCLUDE next to Amaranth – a pink because the Aztecs reportedly mixed it with human blood to make cakes. (Not ideal for bedtime reading…)

But there were some I really liked that didn’t make the cut because of space. For example, the painter Edward Burne-Jones, who buried his tube of mummy brown in the garden when he found out what was in it. Or the Indian artists who used shiny beetle wings for the emeralds in their paintings. I cut other things to avoid repetition: why the sky and sea are blue, for example, is really about light, which I covered elsewhere in the book. Every spread was a fight over which brilliant fact got the space.

Gray, gold, and silver all nearly got spreads of their own – silver has wars, currencies, and even a country named after it (Argentina comes from the Latin for silver). But in the end gold made an appearance and silver and gray didn’t – a decision I still agonize over.

Emily: Your examples span a long timeline and include the use of color in different cultures. Did this require you to consult with experts? If so, can you talk a little about that process?

Laura: I researched the book using books and articles written by experts, doing a HUGE amount of fact-checking, and going to experts when I needed to. I kept doing rounds of fact checks and was frustrated to find major errors in books by reputable authors, published by top publishers. (One told me Neanderthals made violet 25,000 years ago – which would have been tricky, given they’d almost certainly died out some 15,000 years earlier!)

I think color is especially hard to write about accurately because it belongs to chemists, archaeologists, art historians and textile specialists, and they don’t always read each other’s work. So where experts disagreed and I couldn’t resolve it, I didn’t include the information.

Where something was too important to lose, I asked someone. Two of those people are in the acknowledgments: Aviâja Rosing Jakobsen, Curator at the Greenland National Museum and Archives, who helped me check that what I was saying about West Greenlandic national dress was accurate (which I couldn’t verify from books), and Dr. Ruth Siddall, who helped me get to the bottom of a very niche question about cave art.

I also relied on the young reviewers, who are in the acknowledgments too – they told me if an explanation hadn’t actually worked (or was boring!).

Emily: Throughout the book, you mention environmental concerns–especially for animals that are killed to produce specific colors. How do you personally think about balancing the desire for pigments (and the reality that we know more today than in the past) with the need to protect our natural resources?

Laura: Humans have gone to extremely destructive and sometimes dangerous lengths to create color.

Making Tyrian purple usually meant smashing the shell of every snail, leaving rotting heaps piled up along shores. But people in Nicaragua found another way: squeeze out the mucus and put the snail back. So the damage didn’t have to happen – but most people smashed the shells anyway. Damage is usually the cheaper option, chosen by people who won’t be the ones to pay for it – the snails, the miners, the elephants.

I don’t think the answer is to want less color. I’d never ask a child to feel guilty for loving it – people 17,000 years ago walked three miles to make black from manganese when there was perfectly good charcoal by the fire. The question is what we’re willing to pay, and who does the paying. What’s genuinely different now is that we can see the bill – and we have more ways to avoid it, from a lilac color grown from bacteria to dyes made from algae.

Emily: You include many examples of colors that are dangerous or deadly. Do you know if any of those colors are still in use, and if so, why? What precautions are taken? After reading your book, I’m going to steer clear of all pea green wall paper! (Shouldn’t people avoid plastering pea green all over their walls anyway?! Ha!)

Laura: Pea green walls are safe these days – whether they’re stylish or not is another matter…

The arsenic wallpapers are gone. But lead is not. According to the World Health Organization, as of January 2024 only 48% of countries had any law controlling lead paint. It’s still legally made and sold in much of the world. Some of the book’s toxic colors are still made for artists, too. You can buy real vermilion and lead white from specialist suppliers, but they come with warning labels, and there are safer look-alikes. They’re still made because the dangerous colors are often excellent performers – for example, lead white stays flexible and resists cracking.

But people and countries disagree on how dangerous something is. For example, the European Union stopped allowing titanium dioxide in food in 2022 because its food safety authority couldn’t rule out that it damaged DNA. Whereas Great Britain, the US, Canada, Australia and New Zealand looked at the same evidence and have kept it (so far). So, depending on where a candy is sold, the same white coating is either allowed or banned.

Emily: Given that reality, is there a resource you recommend for readers who want to investigate how the colors in their everyday lives are currently produced?

Laura: There’s no one-stop shop. The information is scattered across food regulators, textile certifiers, conservation scientists and paint manufacturers. But here are some good places to start.

Harvard Art Museums’ Forbes Pigment Collection holds more than 2,500 pigments, with a free online audio tour through twenty-seven of them, from charcoal to YInMn blue (harvardartmuseums.org/tour/660). The mummy brown tube lives in that collection.

The FDA also has a guide to the colors in your food: fda.gov/food/color-additives-information-consumers/color-additives-questions-and-answers-consumers The best thing to do when it comes to food is read the ingredients list, though not every color has to be named (titanium dioxide, for instance, can appear on US labels simply as “artificial color”). In the US, look for “carmine” or “cochineal extract” on the label; in Europe and the UK, it’s often listed as E120. It’s crushed insects, it’s in the book, and it’s probably in something that you have in your kitchen.

Emily: This is the perfect STEAM book for all classrooms! You artfully show how science and art are inextricably linked. I instantly thought of Next Generation Science Standards connections in kindergarten, fourth grade, fifth grade and middle school.  How do you recommend educators use your book with students?

Laura: Thank you so much for your kind words!

For kindergarten, K-ESS3-3 asks children to communicate solutions that reduce human impact on the local environment. The Tyrian purple spread (pp. 44–45) gives children two ways to get the same color: smash the shell and kill the snail, or squeeze out the mucus and put it back in the sea. Ask five-year-olds which is better, and why – and to explain it to someone else. Then ask what “squeeze” or “smash” would look like where they live.

For fourth grade, 4-PS4-2 is about modeling how light reflects off an object and into the eye. The goldfish spread (pp. 14–15) is exactly that.

For fifth grade, 5-PS1-1 asks for a model of matter being made of particles too small to see. Gamboge (pp. 20–21) gives them the evidence: a physicist watched tiny yellow grains darting about in a way that only made sense if invisible particles were knocking into them, and it won him a Nobel Prize. And for 5-PS1-4, the reaction spreads are everywhere: copper turning green, iron turning red, lead and vinegar turning white in a clay pot packed in animal dung in a shed… The copper and iron ones are easy to try in class (vinegar-soaked pennies, damp steel wool) – just not the lead one!

For middle school, MS-PS4-2 is about light being reflected, absorbed or transmitted depending on the material. Kaleidoscope has two examples where structure, not pigment, decides what happens to light: Vantablack absorbing almost all visible light (99.965 percent) – and then the blue morpho butterfly, which is blue purely because of the shape of its scales (it has no blue pigment). Both make one of the NGSS crosscutting concepts visible: structure and function.

But if I could get teachers to use one spread at any age, it would be the cave art spread (pp. 10–11): young María finds the paintings, an important expert in prehistory declares them fake without ever going to the cave, most experts believe him for years, he eventually admits he was wrong and apologizes to her – but he’s too late to apologize to her father, who has died. It’s a case study in how science actually works: experts can be wrong and being willing to say so is essential. Having discovered, while writing this book, how many confidently stated facts about color don’t survive checking, I’d love every child to learn this lesson!

Another theme throughout the book is that science and art were never really separate subjects. Colors are often a chemistry problem someone solved because they wanted to make something beautiful.

 

Photographer: Rii Schroer

Laura Mucha is an ex-lawyer turned award-winning poet and Author-in-Residence in the Department of Public Health & Primary Care, University of Cambridge. Her writing has won multiple international awards and been featured on TV, radio and public transport, as well as in hospitals, hospices, prisons, books, magazines and newspapers around the world.Last year, as well as judging the British Book Awards, she broke the Guinness World Records title for Largest Poetry Lesson (multi venue) together with 43,516 young people from over 500 schools around the world. The year before, her book Welcome to Our Table won Children’s Book of the Year 2024: Non-Fiction (The Week Junior) and she was the runner up for the Ruth Rendell Award for the author who’s had the most significant influence on literacy in the UK over the past year. When not writing, Laura spends her time visiting schools around the world and working with organizations such as the Royal Society of Medicine, National Literacy Trust, Centre for Literacy in Primary Education, and UNICEF to try to improve the lives of children.

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As a former fourth grade teacher and founder of StarrMatica, a STEM publishing company, Emily Starr has developed award-winning K-5 science curriculum and professional learning materials for 20 years. She is a member of the Iowa State Science Leadership Team, a peer reviewer for the National Science Teaching Association’s journal Science and Children, and a frequent presenter at state and national education conferences. Her debut middle grade nonfiction book is Dig In: Uncovering the Secrets of Iowa’s Veggie Farms (Iowa Ag Literacy Foundation).

Become a Book Detective by Reading Like a Writer

“If you don’t have time to read, you don’t have the time (or the tools) to write.” This famous quote by Stephen King encapsulates an important truth for writers: We should always be reading, and the parenthetical in that quote tells us why. Reading gives us tools, and the only way we gain those tools is not just passively taking in stories but looking at them analytically and critically, like book detectives. Reading like a writer is one of the best ways to strengthen your writing skills because it teaches you written storytelling, and it’s also 100 percent free. Today, we’ll talk about three ways you can start reading like a writer: character investigation, technique collecting, and impact evaluation.

Why Reading?Magnifying glass resting on a book

Like many authors, you might already have a question on your mind: What if I’m too influenced by what I read? This question can also be asked as What if I accidentally plagiarize another book? These anxieties can make it tempting to avoid reading entirely while you’re drafting, just to be on the safe side, but you might be surprised at how easy it is to tell when an author has stopped picking up books. This is because shows up in the writing itself.

You may not realize it, but every day, we take in tremendous amounts of storytelling through movies, music, games, ads, and even memes. Research shows that with the help of the screens that come with us almost everywhere, we absorb far more of this kind of storytelling than actual books. Everything you take in is teaching you different ways of sharing information, building interest, keeping attention, and, simply put, telling a story. These other kinds of storytelling can add unique flavor to your writing, but they are fundamentally different from written storytelling, using different techniques for different audiences for different purposes. There’s no replacement for the wealth of knowledge that comes from studying authors who are using the same medium you are, and there’s no reason to miss out on such a great education while discovering fabulous new stories!

Character Investigation

Every book you read contains characters, which makes this the most obvious place to start as you sit down to read like a writer. The simplest way to begin is to ask a simple question: Which characters stand out to you? It doesn’t matter if you like that character or dislike them. Once you’ve identified one or two characters that jump out at you, you can ask more questions. How is the author building this person on the page or making them distinct? Do they use description? Is it their dialogue or how they act? Do these characters change from beginning to end, and how would you describe that change? Asking questions about what other authors have done to make compelling characters can help you do the same in your own book.

Technique Collecting

If you’re new to reading like a writer, this approach might feel a little more advanced, but you can learn new techniques from reading with many of the same skills you use to investigate characters. If there is a part of the book you’re reading that changes how you’re reading, stop to reflect on why this has happened. For example, if you find that you’ve started reading more quickly and reached the end of the chapter faster than you expected, look at what the author was doing there. Did they use shorter sentences, punchier wording, or more dialogue? Did the author raise tension, up the stakes, or use foreshadowing? Any time you notice your reading has changed—whether you’re slowing down, rereading, or even highlighting—this is a great opportunity to take a closer look at how the author is changing how you as the reader is experiencing the story. If you can put words around what they’re doing, you can collect the technique and begin using it yourself.

Impact Evaluation

The third approach to reading like a writer is considering how the book as a whole strikes you. When you finish reading, what would you say the author set out to do, and do you think they achieved it? Thinking about the author’s purpose can help you consider the effectiveness of all the parts together. Did they use their characters and techniques well, or can you see opportunities they didn’t take advantage of? Were there chapters you felt like didn’t need to be there, or was the story a page-turner from start to finish? If this feels like too much to start with, begin by asking yourself if you liked the story. If you did, why did you like it? If not, what led you to feel that way?

Fall in Love with Reading

Reading closely is a fantastic way to discover tools and techniques and see how they’re being used. If starting with a fresh book is intimidating, pick up a book you’re already familiar with or one you love. This way, you can focus on analyzing what’s there without slipping into the way you normally read. Once you’re comfortable putting on your writer hat while you read, then you can ask these questions of books you’re reading for the first time.

If you need inspiration for good books, here at the Mixed-Up Files of Middle Grade Authors, we have lots of recommendations!
You can check out our book lists here: https://fromthemixedupfiles.com/mixed-up-files-book-lists/

For more specific lists, jump right in with these specific categories:
New releases: https://fromthemixedupfiles.com/category/new-releases/
Diversity: https://fromthemixedupfiles.com/category/diversity/