# galaxy Published articles for galaxy. This is one page of public article previews, not the complete archive. Follow Next page to continue. Summaries are not the original full articles. ## Android Auto Not Connecting After One UI 9? Google Has a Fix for Galaxy Phones DevFeed: [Android Auto Not Connecting After One UI 9? Google Has a Fix for Galaxy Phones]() Original publisher: [Read original article]() Author: TechRepublic Staff Published: 2026-11-04T09:38:03Z Content type: news Language: en Sources: [TechRepublic]() Topics: [Android Auto](), [Android](), [Google]() Tags: [android](), [android-17](), [android-auto](), [android-auto-troubleshooting](), [bluetooth](), [firmware](), [galaxy](), [galaxy-s24](), [galaxy-s25](), [galaxy-s26](), [galaxy-software-updates](), [google](), [guide](), [mobile](), [news](), [one-ui-9](), [operating-systems](), [samsung](), [samsung-galaxy](), [usb]() ### AI overview Google confirmed on Nov. 2 that a fix was rolling out for Android Auto connection failures reported after Galaxy phones received Android 17-based One UI 9. Users described failed or repeatedly dropping connections, including over USB; complaints involved Galaxy S26 and A55 devices, while one comparison found a One UI 9 S24 Ultra failing and a One UI 8.5 S25 Edge connecting. This suggests a possible software-related issue but does not establish its cause or prevalence. Google gave no delivery method, affected-device list, or completion date. While waiting, Samsung recommends restarting and updating the phone, clearing Android Auto's cache, and checking Bluetooth pairing. Samsung says One UI 8 defaults USB to charging only; select "Transferring files / Android Auto" from the USB notification. Google also recommends checking the cable and vehicle settings, restarting infotainment, and updating aftermarket receiver firmware. These checks may rule out common problems but are not confirmed fixes for the One UI 9 issue. ### Source excerpt Some Galaxy owners report failed connections even over USB. Google's fix is rolling out, but its delivery method and completion date remain unclear. The post Android Auto Not Connecting After One UI 9? Google Has a Fix for Galaxy Phones appeared first on TechRepublic. ## VRChat Gets Native Face Tracking Support In Open Beta DevFeed: [VRChat Gets Native Face Tracking Support In Open Beta]() Original publisher: [Read original article]() Author: Luna Published: 2026-10-23T12:08:37Z Content type: news Language: en Sources: [UploadVR]() Topics: [VRChat](), [webcam face tracking]() Tags: [android](), [api](), [authoring](), [avatar](), [beta](), [budget](), [camera](), [community](), [control](), [enterprise](), [face-tracking](), [galaxy](), [hand-tracking](), [meta](), [meta-quest-3](), [meta-vr-glasses](), [mirror](), [native](), [network](), [sdk](), [social-vr]() ### AI overview VRChat's Open Beta client and Avatars SDK 3.10.6-beta.1 or later add native SDK-level face tracking for avatars. Creators can map expressions to blendshapes and animator parameters in a new Avatar Descriptor section; the system supports VRCFT's Unified Expressions standard, integrates with visemes, eye look, and eyelids, and allows network-synced tracking without using the avatar's synced parameter budget. It works with VRCFT's OSC methods and VRChat Selfie Expression on desktop PC and Android. Blended Shapes and Simplified Parameters are not supported yet. The excerpt also notes a platform limitation: Meta VR Glasses will provide third parties access to eye tracking at launch, but not camera-based face-tracking data, restricting developers to audio-driven expressions for that data source. ### Source excerpt VRChat now offers native SDK-level Face Tracking support for avatars in the Open Beta client and Avatars SDK beta. ## HyCo: Hybrid Drafting for Cost-Efficient Mobile-Cloud Speculative Decoding DevFeed: [HyCo: Hybrid Drafting for Cost-Efficient Mobile-Cloud Speculative Decoding]() Original publisher: [Read original article]() Author: Hanbin Bae, Heejin Choi, Joohyung Lee, Byoung Jin Choi, Sangjun Park, Hoon-Young Cho Published: 2026-10-21T04:00:00Z Content type: article Language: en Sources: [arXiv: Distributed Computing](), [arXiv: Machine Learning]() Topics: [Model Optimizer](), [On-device AI](), [quantization]() Tags: [5g](), [acceptance](), [bench](), [client](), [cloud](), [cost](), [cs-cl](), [cs-dc](), [cs-lg](), [decoding](), [deep](), [delivery](), [device](), [distribution](), [draft](), [embedding](), [galaxy](), [galaxy-s26-ultra](), [gpu](), [hidden](), [hybrid](), [mobile](), [speculative-decoding]() ### AI overview HyCo builds speculative drafts on a mobile NPU by using the server model's multi-token prediction head to form a deep token chain, then one small-language-model pass to add alternative branches. The server supplies the head's hidden state, input embedding, and key-value entries. Quantization, restricted vocabulary, and a 1K-token window fit both drafters to the device. An ε-threshold acceptance rule relaxes exact preservation of the verifier's sampling distribution. In single-client Galaxy S26 Ultra tests over LTE/5G, HyCo reduced server GPU time per output token versus server-side MTP self-speculation by 38.6% on Spec-Bench and 29.2% on 32K-token summarization. On Spec-Bench, it delivered 9.0 percentage points more saving and 1.9x the speed of an SLM-only drafter under the same acceptance rule. Its judge score differed from Cloud+MTP by +0.2 points, with a paired 95% CI from −0.9 to +1.3; exploratory translation favored SpecEdge-ε. Without the relaxed rule, HyCo reported savings of 27.7% and 11.9% on the two datasets. ### Source excerpt arXiv:2610.21436v2 Announce Type: replace-cross Abstract: Device-cloud speculative decoding reduces server computation, but growing a deep draft tree with a small language model (SLM) requires repeated passes on a mobile neural processing unit (NPU). We present HyCo, which runs the server model's native multi-token prediction (MTP) head on the device to build a deep chain and uses one SLM pass to add alternative branches. The server returns the hidden state, input embedding, and key-value entries needed by the head instead of executing its sequential steps. Quantization, a restricted vocabulary, and a 1K-token window fit both drafters to the NPU. An {\epsilon}-threshold rule additionally relaxes exact preservation of the verifier's sampling distribution. In single-client runs with a Galaxy S26 Ultra over LTE/5G, HyCo reduces server GPU time per output token relative to server-side MTP self-speculation by 38.6% on Spec-Bench and 29.2% on 32K-token summarization. With the same acceptance rule, three runs of each system on Spec-Bench show 9.0 percentage points more saving and 1.9x delivery speed than an SLM-only drafter. HyCo differs from Cloud+MTP by +0.2 judge-score points (paired 95% CI: -0.9 to +1.3); exploratory translation favors SpecEdge-{\epsilon}. Without relaxation, HyCo exact saves 27.7% and 11.9% on the two datasets. ## Super Mario Galaxy Now Runs on the GBA DevFeed: [Super Mario Galaxy Now Runs on the GBA]() Original publisher: [Read original article]() Author: Maya Posch Published: 2026-10-20T11:00:31Z Content type: news Language: en Sources: [Hackaday]() Topics: [Game Development]() Tags: [code](), [engine](), [galaxy](), [game-boy-advance](), [gameplay](), [games](), [gba](), [mario](), [nintendo](), [nintendo-game-boy-hacks](), [port](), [super-mario]() ### AI overview Tobias "Tobi" Friedly released a mostly complete Game Boy Advance port of Super Mario Galaxy, along with the engine and game code on GitHub. The original Wii assets are not included, so builders must supply their own legally acquired ISO or equivalent to create a GBA ROM. The port adapts the Wii star pointer to the GBA's limited controls; in some situations, star bits are collected automatically. It also borrows logic from the decompiled original game. Gameplay shown in the video appears playable at an acceptable frame rate, though the excerpt does not provide performance measurements. ### Source excerpt Joining the ranks of fresh backported Nintendo games is Super Mario Galaxy for the Nintendo Game Boy Advance (GBA), courtesy of [Tobias Friedly], AKA [Tobi]. In a recent video he announces ...read more ## Tenstorrent hits $6.2B valuation to scale open-weight AI chips DevFeed: [Tenstorrent hits $6.2B valuation to scale open-weight AI chips]() Original publisher: [Read original article]() Author: Marina Temkin Published: 2026-10-19T18:37:27Z Content type: news Language: en Sources: [TechCrunch | AI News & Artificial Intelligence]() Topics: [Open Source Models & Datasets]() Tags: [1-5](), [acquisition](), [ai](), [ai-chips](), [bloomberg](), [ceo](), [chip-startup](), [chips](), [deepseek](), [fundraising](), [galaxy](), [galaxy-servers](), [generation](), [hardware](), [in-brief](), [independent](), [inference](), [nvidia](), [open-weight-ai](), [scale](), [tc](), [tenstorrent](), [valuation](), [venture]() ### AI overview Tenstorrent raised $1.5 billion at a $6.2 billion valuation to remain independent and expand chips for serving open-weight AI models and video generation. CEO Jim Keller said the company chose to raise after demonstrating that its Galaxy servers could run DeepSeek models. The round, led by Trace Capital and Innovation X, more than doubled Tenstorrent's late-2024 valuation of $2.6 billion; the excerpt says it followed reported acquisition interest from Intel and Qualcomm five months earlier. ### Source excerpt After drawing acquisition interest earlier this year, the Nvidia challenger raised $1.5 billion to remain independent. ## Pwn2Own Ireland 2026 - Day Two Results DevFeed: [Pwn2Own Ireland 2026 - Day Two Results]() Original publisher: [Read original article]() Author: Dustin Childs Published: 2026-10-07T09:12:37Z Content type: news Language: en Sources: [Zero Day Initiative - Blog]() Topics: [ctf](), [AI Infrastructure]() Tags: [2026](), [ai-infrastructure](), [autonomous-ai-database](), [blog-post](), [bugs](), [credentials](), [dynamo](), [exploit](), [exploits](), [failure](), [galaxy](), [galaxy-s26](), [home-assistant](), [ireland](), [printers](), [pwn](), [pwn2own](), [pwn2own-ireland](), [pwn2own-ireland-2026](), [results](), [samsung]() ### AI overview Pwn2Own Ireland 2026's Day Two excerpt reports successful exploits across smart home devices, AI infrastructure, printers, phones, wearables, and speakers, alongside several failed attempts. Home Assistant Green saw multiple successful attacks, including Yves Bieri's $30,000 win and a collision involving three previously known bugs; other entries describe unique bugs and collisions, with awards adjusted accordingly. Samsung Galaxy S26 entries include a Confused Deputy flaw, a remote exploit, and a later collision. Researchers also breached Dynamo, Oracle Autonomous AI Database, and Chroma; one Chroma attempt failed. Printer results include wins against Canon imageFORCE and Lexmark models, while an attempt against a Brother printer failed. Reported payouts and Master of Pwn points vary by exploit and collision status. The excerpt does not provide a complete final tally. ### Source excerpt Day Two of Pwn2Own Ireland 2026 has 24 attempts on the docket, with roughly $780,000 up for grabs, running 9:30 AM to 7:30 PM IST. Samsung's Galaxy S26 will be attempted three separate times -- by Valsamaras/Ken Gannon (using Djini.ai)/Valsamara at 1:00 PM, Kyeongmin Kim at 3:15 PM, and PetoWorks at 5:30 PM -- worth watching since only the first successful demo claims the cash. Home Assistant Green is the day's most-attempted device, with five researchers scheduled to take a run at it. AI Infrastructure stays active with four attempts on tap (Dynamo, two at Chroma, two at Oracle's Autonomous AI Database), Wellness has just one attempt scheduled, and Printers see steady action with three separate attempts on the Lexmark CX532adwe. Yesterday, we awarded $388,500 for 32 unique 0-days. Stay tuned for all of today's results! FAILURE - Unfortunately, the printers continue to be a challenge with Thanh Do ( @nyanctl ) of Team Confused unsuccessful in their targeting of Brother MFC-L8970CDW in the Printers category #Pwn2Own SUCCESS - The grass may not be greener but the exploits sure were as Yves Bieri (@yves_bieri) of Xint (@xint_official) just won $30k and 3 Master of Pwn points in his takedown of Home Assistant Green #Pwn2Own FAILURE - Another one bites the dust - with seconds left on the clock, unfortunately Eugene ( @k3vg3n ) targeting Chroma in the #AIInfrastructure category was unsuccessful in his final attempt #Pwn2Own SUCCESS - A dynamite takedown of Dynamo in the AI Infrastructure category for a total of $40,000 and 4 Master of Pwn points by HaeJung Yang (@haehaeYang) of Out of Bounds (@oobs_io) #Pwn2Own SUCCESS / COLLISION We have another collision! Yassine Bengana (@cousky_), and Maxence Schmitt (@maxenceschmitt) of Doyensec (@doyensec) used 3 bugs to exploit the Home Assistant Green, but all 3 bugs were previously known. They still earn $7,500 and 1.5 Master of Pwn points. #Pwn2Own SUCCESS - Confirmed! @_McCaulay used 3 bugs (incl Hard-coded Credentials, Missing A ## v22.06 SP1: The One Where We Added The Pro & E7 DevFeed: [v22.06 SP1: The One Where We Added The Pro & E7]() Original publisher: [Read original article]() Published: 2022-07-17T00:00:00Z Content type: release Language: en Sources: [postmarketOS]() Topics: [Pinephone-Pro](), [Pinephone](), [Image](), [keyboard]() Tags: [2022](), [added](), [apk](), [automatically](), [boot](), [button](), [device](), [devices](), [don-t](), [download](), [emmc](), [encryption](), [existing](), [external](), [faster](), [firmware](), [first](), [galaxy](), [good](), [gotten](), [nura](), [postmarketos]() ### AI overview postmarketOS v22.06 SP1 adds PinePhone Pro support, including installer support for encryption and SD-to-eMMC installation, and backports Samsung Galaxy E7. It adds modem udev rules intended to improve stability with Biktorgj firmware on the PinePhone. Megapixels 1.5.2 and updated postprocessd improve picture quality and speed up processing on supported devices; existing installs need `apk add postprocessd`, while new images include it. The osk-sdl 0.67 update added power-off via the power button and fixed slow external-keyboard input, but was reverted after two reports of broken PinePhone input. Existing v22.06 users receive the service pack through a system update. ### Source excerpt The first service pack for the v22.06 release is here! It adds two new devices to the stable release that did not make it into the original release of v22.06. It also has a few nice stability improvements and adds the new Megapixels and postprocessd changes for improved picture quality on the PinePhone. A photo of the PPP running postmarketOS v22.06. Shot with Megapixels and postprocessd. Contents PINE64 PinePhone Pro has been added, with support for the postmarketOS installer. Just like with the OG PinePhone, the installer allows using encryption and installing from SD to eMMC. Find installation instructions in the updated wiki page as always. Samsung Galaxy E7 has been backported to the stable release too. Again, reading the device's wiki page is a good idea. Modem udev rules have been added to improve the stability when using the Biktorgj firmware on the PinePhone modem Megapixels 1.5.2 is now available together with the updated version of postprocessd for improved picture quality and faster postprocessing on the supported Megapixels devices. To make use of it, run "apk add postprocessd" in existing installations. New installation images will have it installed by default. See the video Megapixels and postprocessd improvements (PeerTube, YouTube) for details. osk-sdl 0.67 powers the device off when pressing the power button (in case you don't feel like unlocking your phone on boot right now), and fixes the issues with slow input when using an external keyboard. UPDATE 2022-07-20: We've gotten two reports that input is broken with this osk-sdl version on the PinePhone; although we can't reproduce it yet, the osk-sdl update has been reverted. Details and recovery instructions in pma#1618. How to get it Find the most recent images at our download page. Existing users of the v22.06 release will receive this service pack automatically on their next system update. If you read this blog post right after it was published, it may take a bit until binary packages and new im ## v22.06 Release: The One Where We Started Using Release Titles DevFeed: [v22.06 Release: The One Where We Started Using Release Titles]() Original publisher: [Read original article]() Published: 2022-06-12T00:00:00Z Content type: release Language: en Sources: [postmarketOS]() Topics: [releases](), [project release](), [free software](), [Pinephone](), [CI/CD]() Tags: [alpine](), [alpine-linux](), [announce](), [arrow](), [asus](), [audio](), [bugs](), [commit](), [computers](), [devices](), [edge](), [first](), [free](), [free-software](), [galaxy](), [git](), [hack](), [hackers](), [half](), [nura](), [postmarketos](), [release]() ### AI overview postmarketOS v22.06 shipped three weeks after Alpine Linux 3.16, following a trial of a shorter release cycle, and increased supported devices from 25 to 27. It introduced CLI upgrades between releases for Sxmo, Phosh, and Plasma Mobile using Alpine's apk; the process includes a dry run, repository backup, and reboot prompt, and the release warns users to back up important data because a device might fail to boot. Upgrades are not officially supported across every version, and the tool is recommended over SSH within tmux or screen. Other changes include Sxmo 1.9.0, Phosh 0.17.0, PinePhone modem firmware upgrades via fwupd, and unudhcpd, a purpose-built USB DHCP server. The project plans to keep service packs on schedule but may skip a month if there is too little worth releasing. The release is aimed mainly at Linux enthusiasts and may contain bugs. ### Source excerpt As we learned last winter, taking six weeks for following up on Alpine's November release isn't ideal. While some free software hackers prefer to hack on their favorite projects during the holidays, others take their well deserved break far away from computers. We got it done regardless, and planned to cut the release schedule in half to have it easier next time. The v22.06 release right here was the trial run for the new schedule... and we made it. Here it is, only three weeks after Alpine Linux 3.16 dropped and still properly tested: the postmarketOS v22.06 release! v22.06, like previous releases, is geared mainly towards Linux enthusiasts; it may be a bit rough around the edges so expect some bugs. Help identifying and resolving issues is always greatly appreciated. Supported devices The amount of supported devices has been increased to 27 (from 25 since v21.12 SP4). The SDM845 based SHIFT6mq sitting comfortably on a brick wall, running Phosh and postmarketOS tweaks. Not in the picture: the super exciting background story! Martijn before fixing pma#1558: "main issue with pinetab audio is that I don't know where my pinetab is" ASUS MeMo Pad 7 Arrow DragonBoard 410c BQ Aquaris X5 Lenovo A6000 Lenovo A6010 Motorola Moto G4 Play Nokia N900 (v21.12 SP1) ODROID HC2 OnePlus 6 OnePlus 6T PINE64 PineBook Pro PINE64 PinePhone PINE64 PineTab PINE64 RockPro64 Purism Librem 5 SHIFT6mq new Samsung Galaxy A3 (2015) Samsung Galaxy A5 (2015) Samsung Galaxy S III (GT-I9300 and SHW-M440S) new Samsung Galaxy S4 Mini Value Edition Samsung Galaxy Tab 2 7.0" (v21.12 SP4) Samsung Galaxy Tab A 8.0 Samsung Galaxy Tab A 9.7 Wileyfox Swift Xiaomi Mi Note 2 Xiaomi Pocophone F1 Xiaomi Redmi 2 Highlights As with all releases, you won't find a description of each and every commit that was done in postmarketOS edge and Alpine edge before the new release was cut. That's what git log is for. But here are the highlights. Release Upgrades Now Possible First of all, we are happy to announce that one ## Dynamic GraphQL polling with React and Apollo Client DevFeed: [Dynamic GraphQL polling with React and Apollo Client]() Original publisher: [Read original article]() Author: David Glasser Published: 2017-12-05T23:00:12Z Content type: tutorial Language: en Sources: [Apollo Blog]() Topics: [apollo-client](), [GraphQL](), [React]() Tags: [admin](), [apollo](), [apollo-client](), [database](), [galaxy](), [graphql](), [meteor](), [migrations](), [poll](), [query](), [react](), [server](), [ui](), [update](), [using]() ### AI overview For a Galaxy admin view that usually has no migrations but needs faster progress updates while one runs, the author describes setting Apollo Client's GraphQL polling interval from query results. In react-apollo, the query options can be a function of component props; a React lifecycle helper can inspect fetched data and adjust the interval. Check the current state before updating it, since setting the same value can still trigger nested component rerenders. The pattern requires react-apollo version 2.0.3 or later because earlier versions had a bug involving changes to the polling interval. ### Source excerpt I recently added a feature to the admin interface on Meteor Galaxy, Meteor Development Group's hosting platform for Meteor apps, that shows the state of our internal database migrations. I'm using Apollo Client with react-apollo to build Galaxy's UI, and I wanted the control panel to automatically update to show the state of any migrations. To do that, I had to decide how often the GraphQL query would poll our server. ## Reduce, reuse, recycle DevFeed: [Reduce, reuse, recycle]() Original publisher: [Read original article]() Author: gbrown-mozilla Published: 2016-03-10T23:53:41Z Content type: tutorial Language: en Sources: [Mozilla Automation]() Topics: [aosp](), [Android](), [Firefox]() Tags: [android](), [aosp](), [aosp-build](), [api](), [binaries](), [bootloader](), [build](), [development](), [firefox](), [firefox-for-android](), [galaxy](), [java](), [make](), [mozilla](), [nexus](), [phones](), [root](), [shell](), [testing](), [ubuntu](), [upgrade](), [usb]() ### AI overview An AOSP full-eng build brought a Galaxy Nexus stuck on Android 4.0.1 up to Android 4.3 (API 18), making it usable for Firefox for Android testing again and providing a clean, rooted system. The author followed Ubuntu 14.04 build instructions, then booted the phone into bootloader mode and ran `fastboot -w flashall`; fastboot only detected the device when run as root, which required suitable settings. The build and download took time but were described as straightforward. The same approach did not work for the Galaxy S: the excerpt says AOSP binaries were supplied only for Nexus devices and offers no Galaxy S instructions. ### Source excerpt As Firefox for Android drops support for ancient versions of Android, I find my collection of test phones becoming less ... Continue reading ->