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Generative AI masters the art of scent creation

Addressing the challenges of fragrance design, researchers at the Institute of Science Tokyo (Science Tokyo) have developed an AI model that can automate the creation of new fragrances based on user-defined scent descriptors. The model uses mass spectrometry profiles of essential oils and corresponding odor descriptors to generate essential oil blends for new scents.

This advance could be a game-changer for the fragrance industry, moving beyond trial-and-error to enable rapid and scalable fragrance production. The findings are published in IEEE Access.

Designing new fragrances is crucial in industries like perfumery, food, and home products, where scent significantly influences the overall experience of these products. However, traditional fragrance creation can be time-consuming and often depends on the skill and expertise of specialized perfumers. The process is typically challenging and labor-intensive, requiring numerous trial-and-error attempts to achieve the desired scent.

New tech could remove 90% of ocean plastic by 2040 —

And its already removed over 84,000 kg of ocean trash.

The Ocean Cleanup, a non-profit environmental organization, has embarked on a groundbreaking mission to eliminate 90% of floating ocean plastic by 2040.

Through innovative technology and a two-pronged approach—removing plastic already polluting the oceans and intercepting new waste in rivers—the project is making real progress.

Their ocean cleanup systems, including the latest System 3, are actively harvesting waste from the Great Pacific Garbage Patch, while river-based Interceptors are stopping plastic at the source in high-impact areas like Southeast Asia and the Caribbean.

With over 84,000 kilograms of plastic removed and more than 2,700 square kilometers of ocean cleaned as of mid-2022, The Ocean Cleanup has already made significant strides. Backed by scientific research, partnerships with companies like Coca-Cola and Maersk, and global support, the organization is scaling up its efforts. Targeting the world’s 1,000 most polluting rivers, The Ocean Cleanup aligns closely with the United Nations’ Sustainable Development Goal 14—conserving marine life. Through technology, collaboration, and determination, they’re turning the tide on ocean pollution.

Learn more.


Utopia — Hypnotic Ambient Music For Sleep

I wish for all òf us we the living and we that’s yet to be.


Welcome to Utopia—a serene fusion of nature and futuristic living, where elegant umbrella-shaped homes glow beneath a starry sky. Let the soothing ambient music weave everything into harmony, guiding you into pure tranquility.

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‘Dark Diversity’: The Invisible Threat Infiltrating Nature Worldwide

If you go walking in the wild, you might expect that what you’re seeing is natural. All around you are trees, shrubs and grasses growing in their natural habitat.

But there’s something here that doesn’t add up. Across the world, there are large areas of habitat which would suit native plant species just fine. But very often, they’re simply absent.

Our new research gauges the scale of this problem, known as “dark diversity”. Our international team of 200 scientists examined plant species in thousands of sites worldwide.

Tiny Fossils Reveal Mammals Left the Trees Long Before the Asteroid Impact

Millions of years before the asteroid impact that ended the reign of the dinosaurs, mammals were already beginning to shift from tree-dwelling to ground-based lifestyles.

A groundbreaking study uncovered this evolutionary trend by analyzing tiny limb bone fragments from marsupials and placental mammals in Western North America. These subtle fossil clues reveal that mammals may have been responding to a changing world, especially the spread of flowering plants that transformed habitats on the ground. Surprisingly, this terrestrial transition appears to have played a bigger role in mammalian evolution than direct interactions with dinosaurs.

Early Ground-Dwellers Before Dinosaurs’ Demise.

Homeowners share honest review after living in futuristic house built by robots: ‘We are a part of the future’

Everything is bigger in Texas — including a new housing development with a futuristic vision.

Icon, a 3D technology company, is behind dozens of next-generation 3D-printed homes in the Lone Star State. A YouTube video gives viewers an inside look at the new homes built with robotic construction at the Wolf Ranch development in Georgetown.

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