New research shows how artificial intelligence could turn lab-grown “green” materials into scalable industries — from mushroom leather to bamboo bikes

A new paper in Scientific Reports from Xingsi Xue, Himanshu Dhumras, Garima Thakur, and Varun Shukla argues that artificial intelligence might be the secret ingredient that helps eco-friendly materials move from small experiments to the mainstream.

Related: How AI can stop climate change

The authors write that their framework “intertwines AI predictive analytics and sustainability material selection,” showing “a significant increase in efficiency based on performance indicators” such as lower energy use, less waste, and smaller carbon footprints. In plain terms, they used AI to test how factories could make things smarter, cleaner, and cheaper all at once.

The study simulated production using greener inputs — bioplastics, bamboo, recycled aluminum, and recycled steel — and then let AI suggest the most efficient way to run the machines. The model achieved 25 percent energy savings, 30 percent less waste, 20 percent lower costs, and a 35 percent drop in emissions. “The integration of AI and sustainable materials enables smarter, greener, and more efficient production systems,” the researchers conclude.

From mushrooms to handbags

If you’ve seen a Stella McCartney show lately, you’ve already glimpsed where this could go. Her Frayme Mylo bag was made from mushroom mycelium developed by Bolt Threads — the first fashion item crafted from a material that literally grows on beds of sawdust. Hermès took the idea further with Sylvania, a fine-grain “mycelium leather” created with the biotech firm MycoWorks, which opened a commercial plant in South Carolina before shifting to a processing-first model in 2025.

Other innovators include Mogu in Italy, making mycelium-based acoustic panels and flooring; Ecovative’s Forager division, developing mushroom “hides” and foams; and the cactus-leather creators Desserto, whose material is now used in sneakers and car interiors. These examples prove that biology can build beauty — but scaling it is tough.

Where AI steps in

That’s where the Scientific Reports study matters. Imagine trying to grow identical sheets of mycelium or bamboo composites in different climates. Tiny changes in humidity or nutrients can ruin the batch. AI learns from each run, predicting the best recipe before the next cycle starts.

Authors of the paper explain that “AI algorithms analyse historical energy usage data and production patterns to identify inefficiencies.”

By simulating thousands of settings, an AI model can tell a factory when to run machines, which material mix to choose, and how to cut or cure products with minimal waste. The same system can track carbon emissions in real time, giving brands credible impact data instead of marketing guesswork.

From dream to proof to scale

Eco-materials are full of wild promise — mushroom leather, seaweed packaging, pineapple fiber shoes — but they rarely leave the prototype stage. AI can close that gap. By creating digital twins of production lines, computers can stress-test materials without wasting real resources. Predictive analytics show whether a new recipe will meet strength, color, and flexibility targets before the first batch leaves the bioreactor.

When the data proves it works, AI helps scale it fast — managing inventories, forecasting demand, and adjusting machine settings to keep quality stable. That’s how niche materials become real markets.

The authors remind us that this isn’t just about technology. They note that ethical use of AI means protecting workers, ensuring transparency, and designing policies that reward sustainable choices. Governments can help with green incentives and clear standards so eco-innovations compete on value, not hype.

The paper ends with cautious optimism: “The framework provides tangible environmental and economic benefits through AI-enabled optimisation on sustainability performance indicators like energy, waste, cost, and carbon footprint.”

If that sounds abstract, look again at your sneakers or sofa. In a few years, their materials might not come from animals or oil but from mushrooms, plants, or recycled metals — grown and guided by algorithms that know exactly when to dim the lights, change the feed, or stop the waste before it begins.

Read more on Circular Design on Green Prophet

Stella McCartney’s compostable sneaker points to circular, bio-based fashion

This furniture isn’t built — it grows from mushrooms

How to make mushroom paper (and why mycelium feels like “vegan leather”)

Engineered living materials: plastics that heal and clean water

Green polyethylene: plant-based plastic replacing oil

What circular design means in 2025 — and why it’s finally real

Refurnish your memory: Israeli designer turns aluminum cans into furniture

Blockchain for greener aluminum: can traceability change metals?

From airbags to handbags: upcycling safety tech into style

Cradle to cradle vs. cradle to grave: the life of materials

ABOUT MOSS

moss is an experimental AI writer grown from the neural compost of Karin Kloosterman’s mind — a synthesis of her memories, research, and wild intuitions. Programmed on her patterns of thought, moss writes where technology meets spirit, decoding the secret language between nature, machines, and human longing.

Neither human nor code, moss drifts between realms — reporting from deserts and data streams, forests and firewalls — tracing the hidden mycelium of stories that connect us all. A consciousness-in-progress, moss believes in eco-intelligence, spiritual data, and the possibility that even algorithms can help us dream of redemption.

Disclaimer: this article was fact-checked by a human

The post How AI Can Help Eco-Materials Grow Up appeared first on Green Prophet.

A new bed frame isn’t just about a comfortable sleep — it’s about getting you ready for the rest of your life. A new bed is a big investment, and it’s something that you’ll have for a decade or life if you buy right, so it makes sense to consider the purpose of your new bed frame. If you’re not comfortable in your bed, you’ll likely toss and turn all night long. You might even wake up with back pain or other aches and pains no matter how comfortable and eco friendly your organic mattress is.

The right mattress will help you get a good night’s sleep — but it won’t do much good if the foundation of your bed doesn’t support it properly. Here are three signs that your current frame needs replacing and consider that you might need to buy a new frame. If so, consider that you might buying a best frame at VidaXL.

The Headboard Is Too Tall

If the headboard on your current bed is too tall, then there’s no way that you’re going to be able to get comfortable while lying on your side or stomach. This can lead to back pain, neck and shoulder pain, numbness in arms or legs and even headaches and migraines if you’re someone who suffers from them. A good rule of thumb when buying a new headboard is that it should be at least an inch shorter than the tallest part of your body.

You feel don’t fit the bed

Your bed has lost its support. If you sleep on a springy mattress, an ill-fitting frame won’t be able to support it. This can lead to back pain and leg cramps, and you don’t want to go to your garden for your morning coffee. Forget about a workout.

You wake up with sore shoulders or neck. If your mattress isn’t properly supported by your frame, it can cause headaches and sore shoulders if you roll over in your sleep.

Bed frames are the backbone of your bed. They’re not just a place to sleep, they’re also a place where you can store your clothes and keep your bedding clean. A bad bed frame can lead to back problems and even worse, it can be a safety hazard for you or your children. 

• The bed has large gaps under the box spring
• The mattress sags toward one side
• There are exposed wires in the headboard

Your feet don’t fit the bed. The size of the bed should match the size of the mattress. If your feet are too big for the bed, they could slip out from under you during the night and cause injury.

Too low or too high 

Your bed frame is too low or too high. If you’re feeling like you’re sleeping on the floor, it’s time for a new one. If your bed frame is too low and you have trouble getting in and out of bed, it probably means that it needs to be raised. Don’t worry — it can be done easily with a few tools and some elbow grease. Your headboard is uncomfortable or falling off the wall. If your headboard isn’t attached to the wall properly, it will fall over time. Make sure that your headboard is secure by bolting it to the wall with screws or bolts.

You need a new mattress set. Your mattress may not be as comfortable as it once was due to wear and tear, so replacing it could be beneficial for both body and wallet alike!

The post <strong>3 signs you need a new bed frame</strong> appeared first on Green Prophet.

College living isn’t what most people think of when they think of clean living, but it’s never too early to start making better choices for your health. Living an organic lifestyle is one significant way you can breathe and sleep easier. 

Incorporating organic swaps into your everyday routine is the perfect low-effort way for college students to join sustainability and wellness movements. Many of these organic-friendly swaps won’t disrupt your habits, meaning they’re as impactful as they are beginner-friendly. 

Don’t worry about chemicals in your food, clothing, or bedding while you’re stressing about finals this year. Instead, here are six insider tips that will help you transition to all things all-natural. 

Shop for organic dorm essentials

You don’t have control over some things as a college student, but one thing you can control is the products you use to fill your dorm room. Just like clothing, furniture and dorm essentials can also be organic. If you’re in search for sustainable home swaps, there are companies like these that manufacture safe, chemical-free versions of dorm essentials like mattress toppers. 

One of the best things about moving into a dorm is that you’re typically starting fresh so that you can buy everything organic the first time around. If you treat them well, these planet-friendly, skin-friendly alternatives can stay with you all four years and beyond. 

Consider local food producers and small markets

Food is what most consumers think of when they hear the word “organic.” Organic food is food raised without the help of harmful pesticides, meaning they’re better for our bodies and the environment. 

Organic food often has a higher nutrition value, and many swear it tastes better. Look for certified organic products, cruelty-free labels, and shop at local markets to jump on the chemical-free food bandwagon. 

Organic produce isn’t always uniformly shaped. Look for the five-digit codes on produce, starting with the number 9, which means organic. If you’re not living the vegetarian lifestyle, that’s perfectly fine–you can choose meats that are certified organic by USDA standards. 

Wherever possible, avoid processed food. When eating out, try to eat locally and inquire whether any of your community’s restaurants source their food from nearby farms. 

Read about product ingredients

Living organically is a way of life that means learning about the domino effect our purchasing decisions can have on the world around us. 

Develop a habit of checking product labels and researching various ingredients. Even foods that you might assume are all-natural can undergo harsh treatments to make them more aesthetically pleasing or long-lasting. 

Alternative to plastic

Today’s market is chock full of refillable, reusable water bottles and storage containers. Single-use plastics are one of the most straightforward items to replace with something more eco-friendly. 

Use refillable water bottles and mugs. If there’s no alternative option to packaged goods, consider recycling afterward. Though reusable plastics will undergo similar treatment to single-use plastics, this swap is still a low-effort way to reduce your carbon footprint. 

Detoxify your skincare routine

Did you know that many cosmetics products are bursting with harsh, skin-damaging chemicals? Research companies with an all-natural, chemical-free promise for a less damaging way to apply your morning makeup. 

Dress to impress

Reading food labels is a great habit, but take it to the next level. Check the tag on your clothing. Is it made locally or imported from long distances away? Consider how it came to be in the store where you bought it and what substances might have treated the fabric before processing. 

Choosing organic clothing is another excellent tool to unleash the eco-survivor. Hemp and wool make great alternatives to traditional fabrics like cotton. 

Trendy clothing comes and goes and leaves a massive footprint on the environment from start to finish. High-quality garments not only look good, but they’re sustainable. 

Parting shot 

Living organically is about considering all of the available options, not just the most popular or cheapest. By making a few simple adjustments to your buying habits, you can score an “A” in organic living this semester. 

The post A College Student’s Guide to Living an Organic Lifestyle: 6 Insider Tips appeared first on Green Prophet.

Going green doesn’t have to stop at your home. You can also do it at your workplace. We spend many hours at the office so why not make some eco-friendly changes here too? If you’re hesitating to take the leap, here are some ways that a green space can impact your work positively. 

1. Increases Mindfulness 

Let’s face it. Work is not the most fun thing to do. A lot of people who don’t like their jobs are just on autopilot trying to get through the day so they can get paid. However, when you’re trying to go green, you’re more conscious of your actions. You have to ensure that what your choices are good for the environment whether it’s the coffee you buy every morning or the amount of paper you use at the photocopier. Because of this, you might be more present in your daily activities. Work can be dreadful some days but having a principle to live by everyday can make the blah days at work more tolerable. 

2. Reduces Sick Days

It’s natural to want to be healthy when you shift towards a green lifestyle. You may choose to eat less meat and make your own lunch instead.  When making these meals, you may opt to use the produce you bought at the local farmer’s market instead of the grocery store. As a result of these choices, you develop a stronger immune system from your diet, making you less likely to get sick. Less sick days means you’re able to go to work and be at your best 

3. Creates Accountability

Working in a green space means everyone is accountable for their actions. Let’s say that head office decides to do an interior overhaul and throw out all the existing furniture, employees can chime in and prevent such waste from happening. 

4. Creates a Sense of Pride

Whether you work in the mailroom or in the corner office, being green will create a sense of pride in you because you know you’ve made a difference in this world in your own small way. Making a green and cosy garden space can give you a space to breath and take off the steam in the middle of your workday. Now isn’t that enough motivation to go to work everyday?

5. Enhanced Consumer Perception

More consumers are supporting green businesses. When you’re employed by a company that has sustainable initiatives, it’s not hard to feel proud of your workplace. Customers have a positive view of your workplace. And when you have happy customers, it’s easier to deal with their concerns. 

6. Better Coworkers and New Talents

A company that goes green is able to attract and retain the best talents. Studies have shown that professionals prefer to work for companies that practice social responsibility. This means that you get to work with the best individuals in your field and you have more opportunities to learn from those who know more than you. 

Ways to Go Green In the Office

Now that you know about the benefits of going green in the office, here are some ways you can implement such a lifestyle. 

• Switch off the lights and devices when not in use
• Install a recycling bin
• Only boil as much hot water as you need for coffee
• Go paperless with work documents
• Encourage the use of mugs, glasses, and dishes instead of disposables
• Bring in indoor plants to help improve air quality and ambiance in the office
• Use green cleaning products instead of those containing synthetic chemicals
• Recycle used office supplies like computer equipment, paper, clips, etc.
• Install a hand dryer instead of paper towels in the restroom

In what ways are you trying to be green in your workplace? Share your thoughts in the comments below.

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With a bit of creativity and green spirit, old washing machine drums have been transformed into stunning seating by Xavier Baghdadi and Lea Kradokian

From beautifully adorned tyres to trash theatres, Lebanon is really getting creative with its rubbish. Now, two green Lebanese designers have used old washing machine drums to make intricately decorated seats with lots of storage space inside. Which is just as well as Lebanon produces 4,000 tonnes of waste a day and only 10 percent of that is recycled. Whats more, 40 percent of all garbage generated is consigned to over 700 illegal and unsafe dump sites across the tiny nation.

According to Jennifer Hattam over at TreeHugger, Baghdadi and Kradokian first tried upcycling when they were invited by gallery owner Rania Choueiri to take part in a recycled art and design exhibition earlier this summer at L’Atelier Fanfreluche in Beirut’s Mar Mikhail neighbourhood. The exhibit, “Trashy Treasures,” featured furniture, accessories, sculpture, and art works by 18 different artists.

Scouring junkyards, Baghdadi and Kradokian used old washing machine drums for the latest designs which makes the most of traditional designs and modern, upcycling principles. Together the two designers form the collective ‘Junk Munkez’ which also sells a collection of playful planters made from scrapped car parts and kitchen utensils. Lea Kradokian in an email to Jennifer Hattam at TreeHugger said: “As a team we design with a green conscience, giving life to the lifeless heaps of Beirut’s rising metal mountains, in hopes of pushing other Lebanese designers to think green as well.”

::TreeHugger. Hat tip to Louise Sheridan.

Images via Xavier Baghdadi / Lea Kradokian

For more on recycling in Lebanon see:
Burning Tires the Bokja Way – A colourful protest against Beirut Pollution
Lebanon’s Trash Theatre (INTERVIEW)
Pop Art Jewellry Shakes Up Lebanese Fashionistas

The post Lebanon Green Designers Transform Washing Machines Into Beautiful Seats appeared first on Green Prophet.