{"id":84736,"date":"2023-12-01T23:15:57","date_gmt":"2023-12-01T23:15:57","guid":{"rendered":"https:\/\/happylifestyleinc.com\/?p=84736"},"modified":"2023-12-01T23:15:57","modified_gmt":"2023-12-01T23:15:57","slug":"researchers-conduct-study-on-the-carbon-footprint-of-ai-text-and-image-generation","status":"publish","type":"post","link":"https:\/\/happylifestyleinc.com\/entertainment\/researchers-conduct-study-on-the-carbon-footprint-of-ai-text-and-image-generation\/","title":{"rendered":"Researchers Conduct Study on the Carbon Footprint of AI Text and Image Generation"},"content":{"rendered":"

Researchers at Carnegie Mellon University and the AI community platform Hugging Face joined forces for a study on the environmental impact of certain types of AI, Engadget<\/em> reported first.<\/p>\n

The beginning of the study, which was published online, notes the widespread rise of AI products and the systems that power them, the goal to implement the technology \u201ccomes at a steep cost to the environment, given the amount of energy these systems require and the amount of carbon that they emit.\u201d<\/p>\n

Researchers compared the functions of various machine-learning models, considering both single-task models and those with multiple uses, and logged the cost of the energy and the carbon emitted from them when tasked to perform a given task 1,000 times on a select set of data.<\/p>\n

For instance, a model may have to respond to a chatbot, edit an essay, generate a photo or make a work of art. They concluded that when it comes to text-based models, completing an action 1,000 times requires the same level of energy used to charge a smartphone to 16%.<\/p>\n

AI images were comparably less energy efficient. While image classification \u2013 recognizing certain objects in an image \u2013 image generating.<\/p>\n

\u201cThe least efficient image generation model uses as much energy as 950 smartphone charges (11.49 kWh), or nearly 1 charge per image generation,\u201d researchers reported. They did note that there is a \u201clarge variation\u201d between the work of generative models, depending on the size of the image they churn out.<\/p>\n

While there is more work to be done on investigating the carbon footprint of AI, \u201cthese are important data points that can help inform both our fellow AI researchers and practitioners, as well as policy-makers who are working towards estimating and regulating the environmental impacts of AI models,\u201d they said.
\nSource: Read Full Article<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

Researchers at Carnegie Mellon University and the AI community platform Hugging Face joined forces for a study on the environmental<\/p>\n","protected":false},"author":2,"featured_media":84735,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[516],"tags":[],"yoast_head":"\nResearchers Conduct Study on the Carbon Footprint of AI Text and Image Generation - happy LifeStyle inc<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/happylifestyleinc.com\/entertainment\/researchers-conduct-study-on-the-carbon-footprint-of-ai-text-and-image-generation\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Researchers Conduct Study on the Carbon Footprint of AI Text and Image Generation - happy LifeStyle inc\" \/>\n<meta property=\"og:description\" content=\"Researchers at Carnegie Mellon University and the AI community platform Hugging Face joined forces for a study on the environmental\" \/>\n<meta property=\"og:url\" content=\"https:\/\/happylifestyleinc.com\/entertainment\/researchers-conduct-study-on-the-carbon-footprint-of-ai-text-and-image-generation\/\" \/>\n<meta property=\"og:site_name\" content=\"happy LifeStyle inc\" \/>\n<meta property=\"article:published_time\" content=\"2023-12-01T23:15:57+00:00\" \/>\n<meta name=\"author\" content=\"mediabest\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:image\" content=\"https:\/\/happylifestyleinc.com\/wp-content\/uploads\/2023\/12\/Researchers-Conduct-Study-on-the-Carbon-Footprint-of-AI-Text-and-Image-Generation.jpg\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"mediabest\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/happylifestyleinc.com\/entertainment\/researchers-conduct-study-on-the-carbon-footprint-of-ai-text-and-image-generation\/\",\"url\":\"https:\/\/happylifestyleinc.com\/entertainment\/researchers-conduct-study-on-the-carbon-footprint-of-ai-text-and-image-generation\/\",\"name\":\"Researchers Conduct Study on the Carbon Footprint of AI Text and Image Generation - 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