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4MachineLearning is a focused search engine and resource hub for Machine Learning. We combine multiple specialized indexes, relevance signals, and AI-assist features to help researchers, engineers, students, and decision makers find ML content more efficiently. Use the search to locate papers, datasets, code, preprints, tutorials, tools, and vendor offerings tailored to ML workflows. Part of the 4SEARCH network of topic specific search engines.
Government announces long-awaited national plan for artificial intelligence
1+ hour, 38+ min ago (308+ words) The plan is aimed at "making sure technology serves Australians, not the other way around", Industry Minister Tim Ayres said. Industry Minister Tim Ayres said the plan charted a path for an Australian economy that captured AI's opportunities, spread its benefits and kept Australians safe The release of the roadmap, in development since 2024, comes after the government in August said AI would become a national priority as it consulted on copyright law changes to protect creative industries from threats posed by the technology It recently pledged $29.9 million to establish an AI Safety Institute in 2026 to ensure official monitoring and response to AI risks, supporting agencies and regulators Ayres on Tuesday said the national plan gave clear guidance to government, industry, researchers and communities that would ensure Australians benefited from AI It was part of the government's Future Made in Australia…...
Defense tech firm Camgian opens new Huntsville office
10+ hour, 31+ min ago (138+ words) HUNTSVILLE, Ala. " Camgian, a leading defense technology firm specializing in artificial intelligence and machine learning, officially opened its new office today, underscoring the city's status as a nationally important tech hub. Located near Redstone Arsenal, the new facility will focus on advanced AI solutions for'air and missile defense systems. The company stated the move strengthens its support for key federal partners and will create new'high-skilled jobs'in the region. The celebration marks a significant expansion for the defense contractor, which is one of several technology companies to increase its presence in the "Rocket City" this year. "We want to build one of the world-class teams of AI and machine learning engineers, software engineers that are supporting that very important mission." The firm hopes to continue expanding its footprint beyond the Huntsville location in the coming years....
Labor unveils plan to brace economy for artificial intelligence
12+ hour, 22+ min ago (421+ words) The Albanese government has announced its National AI Plan to brace the economy for artificial intelligence, including a $30 million AI Safety Institute. The Albanese government has released its National AI Plan to brace the economy for the future threats and opportunities posed by artificial intelligence. As part of the announcement, the government has committed $29.9 million to establish the AI Safety Institute in early 2026. "The National AI Plan is about making sure technology serves Australians, not the other way around," Industry and Innovation Minister Tim Ayres said. "This plan is focused on capturing the economic opportunities of AI, sharing the benefits broadly, and keeping Australians safe as technology evolves. "AI will help close gaps in essential services, improve education and employment outcomes, and create well paid jobs in future industries." Mr Ayres said the government's AI plan would help to ensure…...
Chemistry and AI pushes biosignature detection for life back billions of years
15+ hour, 27+ min ago (233+ words) Combining analytical chemistry with machine learning doubled the age of ancient rocks that can be examined for signs of primordial life ... Chemistry and AI pushes biosignature detection for life back billions of years - Share this on Facebook Share this on X (Twitter) Share this on LinkedIn Share this on Bluesky Share this on Reddit Share this on WhatsApp Share this by email More share options Ancient microfossils and isotopic signatures of carbon point to the earliest life on Earth forming around 3.45 billion years ago. Conversely, there is scant biochemical evidence of life preserved in ancient rock that has survived billions of years of geological processes. The earliest unambiguous records of complex biomolecules such as lipids and porphyrins " involved in compartmentalising early chemistry and metabolic pathways, respectively " stem from around 1.7 billion years ago, leaving a huge gap in the biochemical record…...
Small changes make some AI systems more brain-like than others
19+ hour, 39+ min ago (322+ words) Credit: Macrovector / Getty Images Artificial intelligence systems that are designed with a biologically inspired architecture can simulate human brain activity before ever being trained on any data, according to new research from Johns Hopkins University. The findings, published in Nature Machine Intelligence, challenge conventional approaches to building AI by prioritizing architectural design over the type of deep learning and training that takes months, costs billions of dollars and requires thousands of megawatts of energy. Bonner and a team of scientists focused on three classes of network designs that AI developers commonly use as blueprints for building their AI systems: transformers, fully connected networks, and convolutional networks. The scientists repeatedly modified the three blueprints, or the AI architectures, to build dozens of unique artificial neural networks. Then, they exposed these new and untrained AI networks to images of objects, people, and…...
Prospective employees, companies negotiate fast-changing new world of AI
21+ hour, 38+ min ago (874+ words) Reports of recent job cuts, especially by tech companies, have spurred speculation about the impact of AI on the workplace: Will the advanced computing technology increasingly replace people on the job? That was on Kaitlyn McCormick's mind as she pursued a bachelor's degree in the information technology field. She is now working toward a master's in artificial intelligence and machine learning through'CSU Global, an online, fully accredited university that's part of the Colorado State University system. "If you're thinking four years or two years of education is going to take you to right where you need to be and you'll be fine for the next 50 years, that's not reality," McCormick said. "If you don't try to become more relevant, you're going to be left behind. That's the cold, dark truth." McCormick, who lives in Littleton, has worked in IT for…...
Artificial Intelligence Engenders Human Stupidity
22+ hour, 46+ min ago (472+ words) At a recent high-level aviation summit, key leaders spoke about the benefits and pitfalls of using artificial intelligence (AI) for aviation, as well as in everyday use. Honeywell Aerospace hosted its 2025 American Aviation Leadership Summit in Washington, DC, on Nov. 19, featuring a full day of speakers from the US legislative and executive branches, as well as leaders in the aviation industry. AI is a powerful tool that is transforming daily life and has tremendous benefits for society. But AI tools must be used with a clear understanding of potential pitfalls. The FAA has now been using AI to look throughout the NAS and find airports where there are similar hotspots of potentially unsafe flight operations. "We do have issues that we have to resolve," Duffy said, "and we've been able to identify those and try to take action early." When…...
AI in journalism: A balance of efficiency and ethics
1+ day, 2+ hour ago (601+ words) As AI tools become commonplace, newsrooms in New Hampshire and elsewhere are looking at ways artificial intelligence can bolster their reporting." But there have also been some high-profile cautionary tales from mixing journalism and AI." Earlier this year, for instance, the Chicago Sun-Times and Philadelphia Inquirer published a summer reading list with books that didn't exist; the freelancer behind it admitted to using generative AI and not fact-checking the results. "If you use AI, you have to have a human in the loop," said Jonathan Van Fleet, editor of the Concord Monitor. In other words: AI can help journalists work more efficiently, but it can't do their reporting, writing, editing or fact-checking for them. Here's how two New Hampshire newsrooms are thinking about AI. At the Laconia Daily Sun, editor Julie Hirshan Hart says there aren't any formal policies on…...
Winning Christmas Poster Pulled Over Artificial Intelligence Accusations In Bozeman
2+ day, 8+ hour ago (1476+ words) A Christmas art poster contest in Bozeman exploded into controversy after the winning design was accused of being generated by artificial intelligence. The Downtown Bozeman Partnership pulled the winning design entirely citing safety concerns. BOZEMAN, Mont. " What began as a small-town art contest to create a poster for a beloved holiday tradition has snowballed into an avalanche of controversy and media attention for the contest's winner." The 45th Annual Christmas Stroll poster competition in Bozeman offered a modest $200 prize. It ended with accusations, investigations, online harassment, and a decision by the Downtown Bozeman Partnership to pull the winning design entirely citing safety concerns. The winner, artist Ghassane Moutaoukil, has steadfastly denied using AI to generate his illustration of revelers beneath Christmas lights on a wintry Bozeman street. At the same time, local artists claim they could replicate his style using ChatGPT....
Perrysburg chamber topic is artificial intelligence in the workplace
3+ day, 7+ hour ago (685+ words) PERRYSBURG " In its strictest sense, artificial intelligence is defined as the capability of computer systems or algorithms to imitate intelligent human behavior, according to the Merriam Webster Dictionary. And intelligent behavior is described as tasks that, when performed by humans, demonstrate cognitive abilities. Those may include playing games, understanding language, diagnosing conditions and locating resources. Shanda Gore addressed the topic at the Nov. 19 meeting of the Perrysburg Area Chamber of Commerce. A Bowling Green State University graduate, she is the founder and president of Mays and Associates, Ltd., a leadership development, strategic planning and culture building consulting firm. She also hosts the podcast PinLeader and has led discussion topics at conferences and workshops. "If you have not used AI or you think you've been using it or just playing around with it, AI is one of the hottest topics in…...