Generative AI for Manufacturing

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 Generative AI for Manufacturing


This working group aims to explore the prospects of applying modern Data driven Generative AI methods in Manufacturing. Generative AI, refers to a class of AI systems and models designed to generate data that is similar to, or inspired by, existing data. 

Even though this sort of AI approach showcases a great potential, its application to Manufacturing is still lagging for different reasons. A community effort will help to investigate the potential and to further eliminate the risks and further improve the understanding of Generative AI expected contributions for manufacturers. 

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From our August Home and Garden publication: Columbia Gorge Beekeepers: Megachilinae / Leafcutter

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 From our August Home and Garden publication: Columbia Gorge Beekeepers: Megachilinae / Leafcutter From our August Home and Garden publication: Columbia Gorge Beekeepers: Megachilinae / Leafcutter Summer is in full swing! Hopefully you have ventured outside exploring the flora that brings beauty to the Columbia Gorge area. Have you seen any native bees visiting their grocery store — the flowers and plants? Native bees are out foraging for nectar and pollen to support their brood (babies). Each egg must have a bit of nectar and a splash of pollen. Honey bees, on the other hand, forage not only for their brood but sustenance for the long winter months ahead. The native bee’s queen hibernates through the wintry season, only surviving one year. Thus, the need for nectar stores is unnecessary. There exists a symbiotic relationship between pollinators and the flora surrounding their habitat. The plants and flowers rely on pollinators to move pollen from the flower’s anther (male part) to...
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She Was Dying—Then a Swarm of Stinging Bees Healed Her

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She Was Dying—Then a Swarm of Stinging Bees Healed Her One sunny day, Ellie Lobel, who had a Ph.D. in nuclear physics and three children, was attacked by a horde of Africanized bees, commonly called “killer” bees. Lobel shielded her eyes and expected to have a deadly anaphylactic reaction, she said in a 2015 BBC article describing her experience. The 45-year-old English woman was in palliative care in California because she was dying from Lyme disease. She had stepped outside to experience some sunshine and peace when the bees attacked. Swollen and in pain, Lobel expected the end was imminent. At least, that’s what she thought. Fifteen years earlier, Lobel had unknowingly endured a tick bite. The tick carried the bacteria Borrelia burgdorferi, which causes Lyme disease. If caught in time, Lyme disease is treatable with antibiotics, though the bacteria are known to sneak around the immune system and even cause flare-ups long after apparent recovery. Borrelia burgdorferi can travel e...
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BeeArc Project: Pioneering a Sustainable Future for Bees and Humans

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BeeArc Project: Pioneering a Sustainable Future for Bees and Humans In the picturesque village of Goathland, near Whitby, a groundbreaking initiative, the £5m BeeArc project, has taken flight. Designed for environmental activists, concerned citizens, and curious minds, this project delves into the intricate challenges faced by honeybees and, by extension, humanity. In an era of unprecedented change and instability, the honeybee finds itself at a critical juncture. Colony Collapse Disorder, where bees abandon their hives en masse, has wreaked havoc globally, with a staggering 40% disappearance in the US in 2014. The crisis is not just a distant woe; it's affecting honeybees locally, threatening their very existence. James Fearnley, founder and project director, passionately states, “The honeybee is at the end of its tether. The colonies are literally falling apart.” Drawing on 30 years of research, Fearnley proposes a revolutionary approach – harnessing natural medicines from honeyb...
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