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Eight dead, four missing in Brazil seniors home collapse
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Paralympics brace for tense opening as Russia comes in from the cold
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Leclerc edges Hamilton to go fastest in first Australian GP practice
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Equities mostly drop as Mideast crisis rages, though oil dips
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Nepal counts votes after key post-uprising election
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Italy half-backs can make difference against England: ex-coach Mallett
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Scotland coach Townsend hails 'instinctive' France ahead of key Six Nations game
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French starlet Seixas to take on Pogacar at Strade Bianche
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Brazil's Petrobras sees profit soar on record output
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Arsenal, Chelsea aim to avoid FA Cup upsets
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US, Venezuela restore ties as Washington pushes for minerals access
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Middle East war enters seventh day as Israel strikes Beirut
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Qualifier Parry ends Venus's desert dream
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Iran missile barrage sparks explosions over Tel Aviv
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US says Venezuela to protect mining firms as diplomatic ties restored
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Trump honors Messi and MLS Cup champion Miami teammates
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Dismal Spurs can still avoid relegation vows Tudor
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Berger sets early pace at Arnold Palmer with 'unbelievable' 63
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Morocco part company with coach Regragui as World Cup looms
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Lens beat Lyon on penalties to reach French Cup semis
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El Salvador's Bukele holding dozens of political prisoners: rights group
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With Iran war, US goes it alone like never before
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Spurs slip deeper into relegation trouble after loss to Palace
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Pete Hegseth: Trump's Iran war attack dog
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Celtics' Tatum could make injury return on Friday
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'Enemy at home': Iranian authorities tighten grip as war rages
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Bethell set for 'hell of a career', says England captain Brook
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France coach Galthie slams Scotland for 'smallest changing room in the world'
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Medvedev arrives in Indian Wells after being stranded in Dubai
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Trump fires homeland security chief Kristi Noem
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Mideast war risks pulling more in as conflict boils over
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Wales' James Botham 'sledged' by grandfather Ian Botham after Six Nations error
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India hero Samson eyes 'one more' big knock in T20 World Cup final
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Britney Spears detained on suspicion of driving while intoxicated
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Grooming makes Crufts debut as UK dog show widens offer
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Townsend insists Scots' focus solely on France not Six Nations title race
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UK sends more fighter jets to Gulf: PM
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EU to ban plant-based 'bacon' but veggie 'burgers' survive chop
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Leagues Cup to hold matches in Mexico for first time
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India reach T20 World Cup final after England fail in epic chase
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Conservative Anglicans press opposition to Church's first woman leader
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Sri Lanka takes control of Iranian ship fearing new US sub attack
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Iran players sing anthem and salute at Women's Asian Cup
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India beat England in high-scoring T20 World Cup semi-final
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Mideast war traps 20,000 seafarers, 15,000 cruise passengers in Gulf
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Italy bring back Brex to face England
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French policeman to be tried over 2023 killing of teen
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More flights take off despite continued fighting in Middle East
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Ukraine, Russia free 200 POWs each
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Middle East war halts work at WHO's Dubai emergency hub
AI comes down from the cloud as chips get smarter
Artificial intelligence is moving from data centers to "the edge" as computer makers build the technology into laptops, robots, cars and more devices closer to home.
The Consumer Electronics Show (CES) gadget extravaganza closing Friday was rife with PCs and other devices touting AI chips, making them more capable than ever and untethering them from the cloud.
Attention-grabbing stars included "AI PCs," personal computers boasting chips that promised a level of performance once limited to muscular data centers.
"Whatever was running in the cloud last year is running on the edge this year," Kamesh Medapalli, senior vice president of innovation and technology at Infineon Technologies, told AFP.
"The pattern is already there and will only accelerate; the opportunity is huge on the edge."
Nvidia chief executive Jensen Huang got a celebrity reception at CES, where he announced a ramped-up line of graphics processing units (GPUs) that imbue PCs with AI capabilities.
Huang told a packed arena that nearly all computer makers are working with Nvidia to get ready "so AI PCs are coming to a home near you."
- Home supercomputer -
Huang unveiled "Project DIGITS," described as a personal AI supercomputer.
It features a new Nvidia "superchip" for prototyping, fine-tuning and running large AI models on desktop computing systems, according to the chip maker.
"AI will be mainstream in every application for every industry," Huang said.
"Placing an AI supercomputer on the desks of every data scientist, AI researcher and student empowers them to engage and shape the age of AI."
Project DIGITS signals that Nvidia's strategy for AI data centers is extending to consumers who want the technology on their own machines, according to University of Pennsylvania computer science professor Benjamin Lee.
- Offline smarts -
Infineon's Medapalli said a shift to the edge means that functions like engaging with generative AI chatbots that once involved sending requests to be processed in data centers could be handled on a PC or smartphone.
"You don't have to have any internet connection; you don't have to talk to anybody in the cloud," Medapalli said.
"All your data is private and local -- that is what I mean by edge AI, and that is rapidly coming."
The AI edge could be anywhere processors can be embedded, including robots, cameras and cars.
"That's why the opportunity is huge in edge AI," Medapalli said.
Market tracker Canalys has projected that AI-capable PCs will account for some 40 percent of overall PC shipments this year, with that number more than doubling by 2028.
"The wider availability of AI-accelerating silicon in personal computing will be transformative," Canalys principal analyst Ishan Dutt said in a post.
"PCs with dedicated on-device AI capabilities will enable new and improved user experiences, driving productivity gains and personalizing devices at scale while offering better power efficiency, stronger security and reduced costs associated with running AI workloads."
CES goers flocked to a Gigabyte Technology booth at CES to check out PCs enhanced with Nvidia high-performance processors.
"We've had a lot of interest in the graphics card as well as the gaming laptop, because they are the top from Nvidia right now," Mia Qu of Gigabyte told AFP.
"Especially for gamers or people who plan to us it for large storage or high performance on a daily basis, they’re eyeing these specific products.”
Techsponential analyst Avi Greengart said chip and laptop vendors at CES are seeing AI capabilities resonate with people who want to speed up workflow, extend battery life and enhance video calls.
"We are actually seeing AI making a difference in real things people actually do," Greengart said.
P.Stevenson--AMWN