| AWS |
AWS Machine Learning Blog |
Train CodeFu-7B with veRL and Ray on Amazon SageMaker Training jobs |
https://aws.amazon.com/blogs/machine-learning/train-codefu-7b-with-verl-and-ray-on-amazon-sagemaker-training-jobs/
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In this post we demonstrate how to train CodeFu B a specialized billion parameter model for competitive programming using Group Relative Policy Optimization GRPO with veRL a flexible and efficient training library for large language models LLMs that enables straightforward extension of diverse RL algorithms and seamless integration with existing LLM infrastructure within a distributed Ray cluster managed by SageMaker training jobs We walk through the complete implementation covering data preparation distributed training setup and comprehensive observability showcasing how this unified approach delivers both computational scale and developer experience for sophisticated RL training workloads |
2026-02-24 15:46:50 |
| AWS |
AWS Machine Learning Blog |
Generate structured output from LLMs with Dottxt Outlines in AWS |
https://aws.amazon.com/blogs/machine-learning/generate-structured-output-from-llms-with-dottxt-outlines-in-aws/
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This post explores the implementation of Dottxt s Outlines framework as a practical approach to implementing structured outputs using AWS Marketplace in Amazon SageMaker |
2026-02-24 15:42:34 |
| AWS |
AWS Machine Learning Blog |
Global cross-Region inference for latest Anthropic Claude Opus, Sonnet and Haiku models on Amazon Bedrock in Thailand, Malaysia, Singapore, Indonesia, and Taiwan |
https://aws.amazon.com/blogs/machine-learning/global-cross-region-inference-for-latest-anthropic-claude-opus-sonnet-and-haiku-models-on-amazon-bedrock-in-thailand-malaysia-singapore-indonesia-and-taiwan/
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In this post we are exciting to announce availability of Global CRIS for customers in Thailand Malaysia Singapore Indonesia and Taiwan and give a walkthrough of technical implementation steps and cover quota management best practices to maximize the value of your AI Inference deployments We also provide guidance on best practices for production deployments |
2026-02-24 15:38:22 |
| AWS |
AWS Machine Learning Blog |
Introducing Amazon Bedrock global cross-Region inference for Anthropic’s Claude models in the Middle East Regions (UAE and Bahrain) |
https://aws.amazon.com/blogs/machine-learning/introducing-amazon-bedrock-global-cross-region-inference-for-anthropics-claude-models-in-the-middle-east-regions/
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We re excited to announce the availability of Anthropic s Claude Opus Claude Sonnet Claude Opus Claude Sonnet and Claude Haiku through Amazon Bedrock global cross Region inference for customers operating in the Middle East In this post we guide you through the capabilities of each Anthropic Claude model variant the key advantages of global cross Region inference including improved resilience real world use cases you can implement and a code example to help you start building generative AI applications immediately |
2026-02-24 15:33:51 |
| Program |
AWSタグが付けられた新着投稿 - Qiita |
AWSを使ったサービス構成の勉強 |
https://qiita.com/yukky_codes/items/1ccfbde3c4f814832814
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todo,めちゃくちゃ,アクションユー |
2026-02-25 00:13:24 |
| 海外TECH |
AppleInsider - Frontpage News |
America's spymasters terrified Tim Cook with Taiwan invasion timeline |
https://appleinsider.com/articles/26/02/24/americas-spymasters-terrified-tim-cook-with-taiwan-invasion-timeline?utm_source=rss
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Apple CEO Tim Cook lost sleep after the CIA briefed him years ago that China would move on Taiwan by With that day approaching not enough has been done about it Tim Cook reportedly said he has slept with one eye open after his CIA briefing ーimage credit AppleApple has been reshoring some manufacturing to the US in initiatives that have been known for years But now according to The New York Times Apple and others also had a classified CIA briefing that warned how precarious chip manufacturing is in Taiwan but have failed to heed it Tim Cook from Apple Jensen Huang of Nvidia Lisa Su of Advanced Micro Devices and Qualcomm CEO Cristiano Amon were briefed in July Following the briefing Apple s Tim Cook is reported to have said that he slept with one eye open Continue Reading on AppleInsider Discuss on our Forums |
2026-02-24 15:50:30 |
| 海外TECH |
Engadget |
Samsung Galaxy Unpacked 2026: The Galaxy S26 series, AI and other products we might see on February 25 |
https://www.engadget.com/mobile/smartphones/samsung-galaxy-unpacked-2026-the-galaxy-s26-series-ai-and-other-products-we-might-see-on-february-25-130000135.html?src=rss
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Samsung s was filled with new foldables an ultra thin new form factor and the launch of Google s XR platform After making some announcements at CES the company has announced its first Galaxy Unpacked of the year will take place on February where it is expected to introduce the Galaxy S lineup Official invites have been shared but actual information on what devices are arriving then is still not completely confirmed But as usual we know a lot about what s expected at Unpacked Engadget will be covering Galaxy Unpacked live from San Francisco tomorrow and we ll most likely have hands on coverage of Samsung s new smartphones soon after they re announced While we wait for the full details here s everything we expect Samsung will introduce at the first Galaxy Unpacked event of When is Unpacked taking place According to the official invite that Samsung shared on February Unpacked will happen on February in San Francisco The keynote will start at AM PT PM ET and be livestreamed on Samsung com as well as the company s newsroom and YouTube channel The announcement on February also said this launch will mark a new phase in the era of AI as intelligence becomes truly personal and adaptive It s not a lot to go on since we ve heard a version of this from various companies over the last few years but at least we won t be shocked when we hear more about AI in just about two weeks Galaxy S S and S UltraSamsung Galaxy S Ultra hands on photoPhoto by Sam Rutherford EngadgetSamsung s restrained approach to updating its phones will likely continue with the Galaxy S Based on leaked images of the new lineup the company is not expected to radically reinvent the look of the Galaxy S Galaxy S or Galaxy S Ultra and instead will stick with a similar design to what it used on the Galaxy S The phones will have a flat front screen and frame with rounded corners and cameras housed in a vertical pill shaped plateau on the back Unlike Apple s move from the iPhone Pro to the iPhone Pro the biggest difference here will likely be internal components like the screens chips and camera sensors Samsung uses Qualcomm s new Snapdragon Elite Gen chip is expected to be in all Samsung Galaxy S phones though Korean news site Yonhap News reports Samsung s relatively new Exynos chip could be used in some phones in the lineup depending on the region a strategy Samsung has deployed in the past Either way the new phones should be more performant than the previous generation and in the case of the models with the Snapdragon Elite Gen particularly good at on device AI processing I have compiled the most accurate comprehensive parameter comparison of Galaxy S S and Galaxy S S Which one do you want to buy pic twitter com aQpoSvYjOzーIce Universe UniverseIce November One notable difference between the Galaxy S and the Galaxy S could be the phone s screen The new phone will reportedly feature a inch FHD display according to specs shared by leaker Ice Universe which makes it ever so slightly larger than the inch display used on the Galaxy S The S will also allegedly come with GB of RAM either GB or GB of storage and a slightly larger mAh battery Samsung isn t changing the cameras on the entry level phone though leaks suggest it ll feature the same megapixel main camera megapixel ultrawide megapixel x telephoto and megapixel selfie camera as the previous generation Changes appear to be even more minor on the Galaxy S Other than the new Snapdragon chip the phone will reportedly feature the same inch FHD screen mAh battery GB of RAM and the same camera array used on the base Galaxy S The difference between the Galaxy S Ultra and Galaxy S Ultra is reportedly a bit clearer According to Android Headlines the new phone s cameras will be slightly more raised and stand out thanks to a new metallic finish Samsung may also switch back to using an aluminum frame on the Galaxy S Ultra after using titanium frames on both the Galaxy S and S Ultras Most importantly to make the phone actually support Qi rather than only technically work with the standard when a case is attached rumors suggest Samsung will remove the S Pen digitizer layer in the phone and adopt a new method for accepting stylus input It s not clear what that new method will actually be but it could let the Galaxy S Ultra more easily work with Qi accessories without losing its stylus Android Headlines also recently shared what appear to be full image renders of the S series and they generally line up with what has already been rumored leaked and reported so far If these pictures are accurate they give us a clearer look at the camera bump and two color variants of the S Ultra Fans of magnets may continue to be disappointed by Samsung if the latest rumors are accurate Despite the launch of the Qi wireless charging standard adding support for convenient magnetic alignment years ago Samsung has yet to bring that feature to its phones Though the S series have the higher speed charging rates that the spec enables Nieuwemobiel nl is reporting that due to images it received of cases with magnetic rings the S series likely won t have built in magnets Samsung has made these cases to add the magnetic capability to its S series in the past and the existence of the images of these accessories lends weight to the idea that the company will continue this approach Galaxy Buds Galaxy Buds Pro in case EngadgetSamsung released the Galaxy Buds and Pro in with a major redesign that brought them much more in line with Apple s AirPods The Galaxy Buds and Buds Pro Samsung is rumored to be announcing soon won t necessarily change that though they will feature a more compact case and less angular stems according to leaked images from the Samsung Tips app Support for head gestures to accept and decline calls a feature Apple includes on the AirPods Pro and AirPods is also rumored to work on both versions of the new Galaxy Buds SamMobile reports the Galaxy Buds and Pro may also ship with a new Ultra Wideband chip that will make them easier to find with Google s Find Hub network Galaxy Z TrifoldYes the TriFold has a crease two in fact But they still don t ruin the experience Sam Rutherford for EngadgetSamsung announced the Galaxy Z TriFold in late without firm details of when the new smartphone that folds into a tablet would be available in North America That info came on January when the company announced the TriFold would be available in the US on January for a whopping Considering we ve already seen the device in person at CES and people are most likely to have had a chance to look at if not buy the foldable for themselves by the time Unpacked rolls around we don t expect Samsung to spend too much time dwelling on it if at all Galaxy S EdgeAt just mm thick the Samsung Galaxy S Edge is one of the thinnest smartphones ever made Sam Rutherford for EngadgetWhen the Galaxy S Edge was announced in it seemed possible that Samsung could replace its Plus smartphone with a unique form factor just like Apple has opted to do with the iPhone Air There have been conflicting reports on the matter but it seems like Samsung will not be doing that with the Galaxy S Edge Instead the smartphone will reportedly remain another option much like foldables are for customers not swayed by Samsung s traditional smartphones The Galaxy S Edge is rumored to feature a slightly different design than last year s model according to Android Headlines with a large rectangular camera plateau that s reminiscent of Google s Pixel phones and the raised oval Apple used on the iPhone Air Beyond that the phone is also expected to be ever so slightly thinner at mm than the mm Galaxy S Edge Bixby and other AI featuresSamsung already acts as a first place Google can show off new AI features for Android but the company is reportedly exploring other AI partnerships too In June Bloomberg reported that Samsung was nearing a deal with Perplexity to integrate its AI powered search engine across OneUI and its homegrown mobile browser Perplexity already has a deal with Motorola on its Razr phones so the only thing that would make a deal with Samsung unusual is the close relationship the company already has with Google The company also accidentally announced a new version of its Bixby AI assistant which will likely also be integrated with Perplexity and could serve as an alternative to Google Gemini Both a new Bixby and a deeper integration with Perplexity seem like natural new software features to show off at Galaxy Unpacked On February Samsung teased some mobile AI photography features ahead of Unpacked These expand the S series existing image editing tools by bringing the ability to turn a photo from day to night in seconds restore missing parts of objects in images capture detailed photos in low light and seamlessly merge multiple photos into a single cohesive result A lot of these things are already possible in other photo editing apps or even in the Google Photos app but we ll have to wait to see them in action on the S phones for more details on whether they re different or more effective The company continued to drip feed more teasers in the week leading up to Unpacked announcing just a few days later that it s updated its Bixby assistant to be more conversational Then over the weekend it shared that the S series will offer third party AI agents within Galaxy AI including Perplexity s offering It will allow for the devices to respond to the wake phrase Hey Plex which is sure to be popular and not at all confusing to those who already use a similarly named media server and streaming app Until we find out more at Unpacked it s tricky to determine if and how effective these updates will be so we ll just have to be patient until we get the phones in our hands Update January AM ET This story has been updated to reflect the latest news around the Galaxy Z TriFold s price and availability in the US Update January PM ET This story has been updated to include the latest leaks on the possible dates for Unpacked Update February AM ET This story has been updated to include the latest leaks with full image renders of the S trio of devices Update February AM ET This story has been updated to include the latest leaks about the possible lack of magnetic support on the S series Update February PM ET This story has been updated to include the official date of Galaxy Unpacked as Samsung announced it today The intro was also edited to reflect that detail Update February PM ET This story has been updated to add Samsung s teaser about its upcoming mobile AI photography tools The intro was also edited for timeliness Update February AM ET This story has been updated to add Samsung s recent updates about Bixby and Galaxy AI s integration with Perplexity The intro was also edited for timeliness This article originally appeared on Engadget at |
2026-02-24 15:48:57 |
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