Aja Wilson has come to realize what is delayed is not always denied.The two-time WNBA champion and three-time league MVP proudly released her long-awaited Nike signature shoe and athletic apparel collection in her hometown of Columbia, South Carolina, where she helped lead the South Carolina Gamecocks to their first national championship in 2017 andhad her college jersey retired on Sunday.The release of the predominantly pink shoe and apparel collection which she said reflects her girly, girly side has been 10 months in the making since she signed thelucrative six-year contract with Nike. Its a deal Wilson says signals the continued growth and interest in womens sports.It was just a matter of time, honestly, Wilson said. Because we are in it and we live it, we see how much were valued and worth. But now to see everyone in the basketball community finally catch up, it means the world. To say that I can put out a shoe, and to do this here at home, its truly special and Im so excited to see what the future has to hold.The price of the shoe will be $110 for adult sizes and $90 for youth sizes. It will be available for purchase in the spring.At 28, Wilson is one of the most recognizable faces in womens sports. She won an ESPY in 2024 for Best Female Athlete and led the Las Vegas Aces to back-to-back WNBA championships in 2022 and 2023. She has been named an All-Star six times since entering the league after being selected the No. 1 overall draft pick in 2018.Many in the womens sports world wondered what has taken so long for Wilson to get her own shoe deal. Last years sensational WNBA Rookie of the Year Caitlin Clark had a deal for a Nike signature shoe ahead of Wilson.The delay didnt surprise Ajas father, Roscoe Wilson, who called his daughter a meticulous planner.Ever since Aja was a child, shes been that way, Roscoe Wilson said. She would have toys and collectibles as a kid and she would line them up and look them and make sure they were lined up correctly, then change them around. So I always just took that as her way. Shes always been meticulous in her planning. She sees how she wants things to go before she finishes.So this is a product of her vision from a long time ago, he proudly added.His daughters vision is not just a big deal for the Wilson family.Wilsons A-One is important for womens sports, but its also important for sports in general, said Joe Favorito, a longtime sports marketing executive and professor at Columbia University.Companies have been cutting back on custom lines for years and you dont see this very often anymore, Favorito said. They have to know there is going to be a big return. Companies have to be very selective. So this is impressive and it is very rare.Favorito believes the shoe will particularly appeal to young women and people of color.It speaks to the diverse audience, not only for women but also people of color, Favorito said. They are creating a shoe that young women can wear, can feel comfortable in and that is revolutionary.Wilsons shoe deal comes about after Clark signed therichest sponsorship contract for a womens basketball player in historylast April worth $28 million over eight years.Wilson said she loved the process of picking out the colors and helping design the shoe and collection, but acknowledged that the release is a weight off her shoulders.Among the many unique features in the design is a replica of the tattoos she wears on her arms - a tribute to her parents for supporting her through the years stitched onto the tongue of the shoes.To see it finally go live, its fun and I could not wait, Wilson said. The jersey retirement was great, but to have people get answers to their questions about what this shoe is about, it makes my heart really happy.Added her father Roscoe Wilson: The platform she has and the space she is in I think she has used it brilliantly to make a statement about herself, which carries over to womens sports. She relays her message through how she carries herself and how she plays.Steve Reed, AP sports writer

Donald Trump drew plenty of criticism by launching his own branded memecoin three days before his inauguration, including from the crypto community which argued he was making a mockery of the crypto world by tying himself to the memecoin world, which could damage efforts to make crypto reforms. And so, in the two-plus weeks since he has taken office, the value of the Trump coin has dropped precipitously.Trumps $TRUMP coin, which can be used to buy his Trump-themed sneakers, watches, and fragrances, had lost another 6% of its value Tuesday afternoon, falling to $16.63 each. While that still gives the token a market cap of $3.3 billion, its nothing compared to where it stood on January 19.On the eve of his second term, Trumps memecoin hit an all-time high of $75.35 per token and a market cap of $14.5 billion. Chainalysis data, as reported by Reuters, found that 29 large buyers each held more than $10 million-worth of the memecoins, with five holding more than $100 million each. The recent drop represents a loss of more than 75% of its value.A separate memecoin launched by Melania Trump, has suffered similar losses, falling from $13.73 per token on January 20 to $1.60 on Tuesday, an 88% plunge. The $MELANIA loss would have been even larger if it hadnt been in rally mode Tuesday, gaining nearly 17% from 24 hours prior. (As with many memecoins, its unclear whats driving the rally.)The sell-off of $TRUMP has been gaining momentum largely since he finished taking the oath of office. By the end of January 21, the coin had lost nearly half its value, falling to little more than $40. The recent declines have come amid Trumps tariff threats and growing fears of a trade war. The memecoin was down another 15% Monday as the deadline for the tariffs loomed and last-minute deals were struck.The loss of gains is not restricted to $TRUMP. Most cryptocurrencies have surrendered any gains theyve made since the first of the year, though Bitcoin is still up slightly. Thats due, in part, to ongoing threats to free trade, a position that many crypto owners support.The risk of higher prices on imported goods has also prompted investors to sell digital assets in order to lower risk and steer clear of volatility in their portfolios. Memecoins have been especially affected by the sell-off. Selling holdings like memecoins can also give owners access to cash, which could be handy if costs go up across the board.Tariffs aimed at goods from Mexico and China were suspended for at least 30 days Tuesday, but a 10% tariff on goods from China was enacted. China retaliated Tuesday, implementing a 15% tariff on coal and liquefied natural gas products from the U.S. and a 10% tariff on U.S. crude oil, agricultural machinery, and large-engine cars. Officials in Beijing also announced an anti-trust investigation into Google and enacted export controls on critical components of high-tech products.While the value of the Trump memecoin has taken a significant dive in the past two weeks, that hasnt stopped some parties from making a considerable amount of money from it. Reuters, on Monday, reported that trading fees alone for the $TRUMP token have added up to somewhere between $86 million and $100 million.One of the parties benefiting from those trade fees, CIC Digital, is an affiliate of the Trump Organization, but it was unclear how much of that total, if any, had gone to Trump personally. The ownership of other entities involved in trade fees could similarly not be determined.Trump was elected on a vow to be the crypto president and has filled his administration with several people who either hold crypto or have ties to the industry. Treasury Secretary Scott Bessent, for instance, who has previously expressed a belief that digital assets are a form of financial freedom, was named Monday as acting director of the Consumer Financial Protection Bureau (CFPB), which has previously set rules to protect consumers against fraud in crypto transactions.

A good USB-C hub is one of those accessories you dont realize you need until youre knee-deep in tangled cables, switching between adapters just to make everything work. The MEMDock G2 rethinks that experience by combining a multi-port hub with a customizable keypad, creating a tool that goes beyond simple connectivity. It brings together essential ports and programmable keys, helping users work, game, or create more efficientlyall in one compact unit.Just the name G2 indicates that this isnt MEMDocks first rodeo. In fact version 1 of the hub was a tiny MagSafe-compatible dock that gave your iPhone a variety of ports, including high-speed data as well as up to 100W of power delivery. The dock might have been small enough to attach to your phone, but was potent enough to use with tablets, laptops, and desktops too. Now, with the G2, MEMDock is doubling down on the laptop and desktop user base by ditching the MagSafe for something more valuable a customizable mechanical keypad.Designer: MEMDockClick Here to Buy Now: $109 $225 ($116 off). Hurry, only 266/500 left!The tiny gizmo comes with 6 programmable keys, 1 control knob, and 7 different ports, covering a whole gamut of use cases and compatible devices. The keys are infinitely programmable thanks to an intuitive software, allowing you to control functions and trigger commands/shortcuts, while the rotary knob helps you toggle volume in an intuitive manner. The ports, on the other hand, help the dock turn into a multifunctional beast, giving you a variety of connectivity options for phones, laptops, desktops, tablets, gaming consoles, and external monitors.If theres one thing MEMDocks mastered, its building a compact device with the right set of ports. A 100W Power Delivery (PD) charging port keeps devices powered, while two USB 3.0 ports, a USB-C 3.1 port, and an SD/TF card reader provide seamless data access. An HDMI output with support for 4K at 60Hz ensures crisp visuals for external displays, making it a useful addition for anyone juggling multiple screens. Whether its used with a Steam Deck, Nintendo Switch, or a laptop, the plug-and-play functionality eliminates setup hassles.An HDMI port is perfect for people who work with multiple displays. The port supports 4K@60Hz, letting you instantly mirror or extend your phone, laptop, or even Nintendo Switch screen onto a larger, high-definition monitor. Moving onto other ports, the SD/TF card slots cater to photographers and content creators who frequently transfer media files. Meanwhile, USB 3.1 speeds of up to 10Gbps ensure quick file transfers, keeping workflows smooth and uninterrupted.Data delivery aside, the MEMDock G2 also concurrently charges your devices, supporting up to 100W of power delivery thats more than enough to juice even laptops, let alone your phone or gaming console. Having power and data flow through the same hub means fewer cables, less clutter, and a more streamlined workspace that does more with less.When youre not exploiting the G2s assortment of ports, it doubles up as a pretty convenient external keypad, letting you do things like adjust the key backlight, toggle HDMI, launch applications, control media, or even perform simple (but useful) functions like cutting, copying, and pasting. The seven buttonssix of which are programmablecan be assigned to specific functions, macros, or shortcuts through MEMDocks intuitive app, while a tactile volume knob provides quick audio adjustments.For those who rely on repetitive tasks, the ability to assign macros is a huge time-saver. Automating keystrokes, software functions, or multi-step actions can improve efficiency, whether youre editing videos, coding, or managing spreadsheets. The ability to switch between different key configurations when switching apps adds even more flexibility, adapting the device to suit gaming, productivity, or creative applications with minimal effort.Theres also something satisfying about the way the MEMDock G2 feels to use. The mechanical key switches provide responsive feedback, and those XDA keycaps are a treat to the touch. Meanwhile, the volume knob has a smooth, deliberate turn that makes audio adjustments feel precise. Unlike traditional hubs that you plug in and forget, this one encourages interaction, and if youre an avid gamer, theres nothing more satisfying than having a clicky mechanical keypad that matches your gaming keyboard.Setting up the MEMDock G2 is as simple as plugging it in. Windows users get full access to key customization, while Mac users can still take advantage of the hubs connectivity features. Although macOS doesnt yet support custom key programming, the MEMDock team has suggested that future updates may expand compatibility, making this a device with long-term potential.Instead of treating a hub as a passive accessory, the MEMDock G2 makes it an active part of your setup. It brings together essential ports, programmable controls, and a compact design that helps users streamline their workflow. Whether for work, gaming, or creative projects, it offers a smarter, more interactive alternative to standard USB-C hubs.Between its well-built hardware, versatile functionality, and compact footprint, the MEMDock G2 is a solid addition to any workspace. It solves common connectivity frustrations while giving users a level of control that most hubs ignoreturning a simple utility into something that actively improves daily productivity.Click Here to Buy Now: $109 $225 ($116 off). Hurry, only 266/500 left!The post This Swiss Army Knife of USB-C Hubs has Shortcut Keys, a Volume Knob, 4K HDMI, and 100W PD first appeared on Yanko Design.

As part of new tariffs on Chinese imports, President Donald Trump eliminated an exemption for small packages, vastly increasing the amount of parcels US Customs and Border Protection needs to inspect.

VirtualBox is now available for Apple Silicon-based Macs, although with spotty x86 support. Here's how to use it.Oracle's VirtualBox emulator now runs on Apple Silicon Macs.Oracle's VirtualBox emulator is a free app which allows you to run other OS'es on your Mac, PC, or Linux computer. Until this past August VirtualBox only ran on Intel x86-based Macs.Now a "work in progress" Apple Silicon version of VirtualBox is available for download from the VirtualBox website. Continue Reading on AppleInsider

The hype and anticipation surroundingKingdom Come: Deliverance 2had been at a fever pitch for some time now, and thats being reflected in the audience that the game is attracting. Having recently released for PC and consoles, the open world action RPG seems to have got off to an impressive start where its player numbers are concerned.As per SteamDB,Kingdom Come: Deliverance 2saw a peak of 159,351 concurrent players on Steam on the day of its release. That is already far higher than the all-time peak that its predecessor,Kingdom Come: Deliverance,saw (96,069).Kingdom Come: Deliverance 2speak concurrent user count is also already higher than that of the likes ofThe Witcher 3(103,329),S.T.A.L.K.E.R. 2: Heart of Chornobyl(121,335),Hades 2(103,567), and others. This is, of course, only day 1- how (or if) the games player numbers increase over the coming days should be interesting to see.In our review of Kingdom Come: Deliverance 2, we awarded it a score of 9/10, saying, Kingdom Come: Deliverance 2 is a polished open-world RPG that outdoes its AAA competition at every turn. Some of the realism can bog down the gameplay, but the intricate dialogue choices and perk tree compel me to forgive some of the returning irritants. And the story, just wow. I cant say enough great things about the characterizations, dialogue, story twists, activities, and cinematography packed into KCD2s main quest; its simply the best in the genre. Read the full review through here.Kingdom Come: Deliverance 2is available on PS5, Xbox Series X/S, and PC.

A co-op roguelikeElden Ringspinoff might not have been something many would have predicted to see in 2025, but withElden Ring Nightreign,thats exactly what FromSoftware has in the works. When exactly are we going to get our hands on it, however? Officially, the game is due out sometime this year, but it seems a more specific release date is going to be announced quite soon.Insider Gamings Tom Henderson has claimed in a report that FromSoftware and publisher Bandai Namco will announce a May release date forElden Ring Nightreignon February 12, two days before its network test goes live for console players. Its claimed that the announcement will be accompanied by hands-on previews and impressions by media outlets.Leaks have claimed a State of Play event is also planned for February 14. Whether the games release date announcement will be followed by another showing at the presentation remains to be seen.Whenever it launches,Elden Ring Nightreignwill be available on PS5, Xbox Series X/S, PS4, Xbox One, and PC.

Graph Neural Networks (GNNs) have found applications in various domains, such as natural language processing, social network analysis, recommendation systems, etc. Due to its widespread usage, improving the defences of GNNs has emerged as a critical challenge. While exploring the mechanisms vulnerable to an attack, researchers came across Bit Flip Attacks (BFAs). Conventionally, BFAs were developed for Convolutional Neural Networks (CNNs), but recent developments have shown that these are extendable to GNNs. Current methods of defence that GNNs have critical limitations; they either cannot entirely restore the network after the attack or require expensive post-attack evaluations. Therefore, researchers at the University of Vienna have developed a novel solution, Crossfire, that can effectively use the existing defence mechanisms and restore the networks.Bit-flipping attacks manipulate individual bits within a deep learning models binary code. This considerably weakens the models performance, creating serious security risks. Honeypots and hashing-based defences are prominent current defence mechanisms. Honeypot defences function by including several decoy elements within the system; any alteration to one or more elements may indicate an attack. Attackers, however, now bypass these weights. Hashing-based defences use strong cryptographic hashing to detect changes in weights. They cannot, however, fix the resulting damage.The proposed model, Crossfire, is an adaptive, hybrid model that detects BFAs by honeypot and hashing-based defences and restores the model after an attack using a bit-level weight correction. The key-mechanism of Crossfire are:Bit-wise Redundancy Encoding: Crossfire sets some weights to zero to decrease the number of active weights in the GNN. This guides the attackers to less critical weights, preventing substantial damage. Hashing continuously monitors the active weights, detecting any changes. Honeypot weights are strategically placed to attract attackers and quickly identify if they are attacked.Elastic Weight Rectification: First layer hashes identify where the alteration has been made after the attack, then row and column hashes point out the exact location. Corrections are done using honeypot at the bit level or zeroed if other options fail.Across 2,160 experiments, Crossfire demonstrated a 21.8% higher probability of reconstructing an attacked GNN to its pre-attack state than competing methods. The framework improved post-repair prediction quality by 10.85% on average. Crossfire maintained high performance for up to 55-bit flips from various attacks. Furthermore, the frameworks adaptive nature allows it to dynamically allocate computational resources based on detected attack severity, making it an efficient and scalable solution.In conclusion, Crossfire considerably improves the resilience of GNN defences against bit-flip attacks with a new, efficient and highly effective adaptive method. Crossfires highly dynamic response carefully adjusts to the severity of attacks, guaranteeing strong security and outstanding efficiency and setting a decisively new standard for securing GNNs in challenging adversarial environments. Because its scalable and practical, it offers a promising way to improve the reliability of GNN-based applications across multiple fields.Check outthePaper.All credit for this research goes to the researchers of this project. Also,dont forget to follow us onTwitterand join ourTelegram ChannelandLinkedIn Group. Dont Forget to join our75k+ ML SubReddit. Afeerah NaseemAfeerah Naseem is a consulting intern at Marktechpost. She is pursuing her B.tech from the Indian Institute of Technology(IIT), Kharagpur. She is passionate about Data Science and fascinated by the role of artificial intelligence in solving real-world problems. She loves discovering new technologies and exploring how they can make everyday tasks easier and more efficient.Afeerah Naseemhttps://www.marktechpost.com/author/afeerah-naseem/Dendritic Neural Networks: A Step Closer to Brain-Like AIAfeerah Naseemhttps://www.marktechpost.com/author/afeerah-naseem/Revolutionizing Heuristic Design: Monte Carlo Tree Search Meets Large Language ModelsAfeerah Naseemhttps://www.marktechpost.com/author/afeerah-naseem/Introducing GS-LoRA++: A Novel Approach to Machine Unlearning for Vision TasksAfeerah Naseemhttps://www.marktechpost.com/author/afeerah-naseem/CHASE: A Query Engine that is Natively Designed to Support Efficient Hybrid Queries on Structured and Unstructured Data [Recommended] Join Our Telegram Channel

Achieve OpenAI o1-mini Level Reasoning with Open-Source Models 0 like February 4, 2025Share this postAuthor(s): Yu-Cheng Tsai Originally published on Towards AI. Performing Supervised Fine-Tuning (SFT) on DeepSeek R1s Distilled Models with Your Domain DataThis member-only story is on us. Upgrade to access all of Medium.Photo by Jorne Hermans on UnsplashWhat Are DeepSeeks R1 and Its Distilled Models?FP8 is only available and introduced for Nvidia Hopper Series. The image is from Nvidia Hopper Series.DeepSeek has released a big reasoning model (671B, 37B Activated parameters, MoE architecture), DeepSeek-R1, comparable to OpenAIs o1. However, DeepSeek-R1 was trained and released in FP8 mixed precision, optimized for NVIDIAs Hopper-series GPUs as shown above. If you dont have access to these GPUs, converting the model from FP8 to other precision for use on the other GPUs (e.g. A100s) can be cumbersome. Alternatively, you can use vLLM for inference. This thread provides guidance on using DeepSeeks R1 model. Please note, it is not lightweight! Fortunately, along with DeepSeek R1, a couple of distilled models are released on HuggingFace. Think of the distillation process as teaching: a larger, more complex model (the teacher) passes its knowledge to a smaller, more efficient model (the student). In this case, DeepSeek-R1 is the teacher, known for its advanced reasoning skills. The student models are supervised fine-tuned (SFT) using data generated by DeepSeek-R1, enabling them to mimic the teachers reasoning patterns.Why Use Distilled Models?Enhanced Reasoning Read the full blog for free on Medium.Join thousands of data leaders on the AI newsletter. Join over 80,000 subscribers and keep up to date with the latest developments in AI. From research to projects and ideas. If you are building an AI startup, an AI-related product, or a service, we invite you to consider becoming asponsor. Published via Towards AITowards AI - Medium Share this post

Fellow bargain hunters and gaming connoisseurs, rejoice! Today's finest deals have landed, and as per usual, I'm here to sift through them. Whether youre a platforming aficionado, a hardcore shooter fan, or a lover of social-calendar-destroying RPGs, theres something for everyone. Lets stop yacking and start saving.In retro news, Ive whipped up a wumpa fruit-flavoured cake for Crash Bandicoot 2's 26th birthday. I can vividly recall getting my arse handed to me at launch as I tried to jump, spin, body slam, slide, duck, and "death route" conquer my way to every gem needed for its secret ending. I also have fond memories of a Simpsons pisstake of this franchise deployed around the same year. Apparently, "Dash Dingo" needed to find and devour "seven crystal babies" in the "Down Underverse" lest he spend eternity trapped in deep didgeridoo. Frankly, I'd rather play Knifey Spoony: The Video Game. This Day in Gaming Aussie birthdays for notable games.- Crash Bandicoot 2: Cortex Strikes Back (PS) 1999. eBay- XCOM 2 (PC) 2016. GetTable of ContentsNice Savings for Nintendo SwitchDonkey Kong Country Returns HDDonkey Kong Country Returns HD is a competent update and easily the best way to play one of the greatest 2D platformers Nintendo has released this century. 8/10, great.Joy Con Comfort Grips (-50%) - A$10FAR: Lone Sails (-90%) - A$2.25Yoku's Island Express (-80%) - A$5.40Worms W.M.D (-80%) - A$9NEO: The World Ends with You (-60%) - A$33.98Expiring Recent DealsWhat Remains of Edith Finch (-75%) - A$7.49Suikoden I&II HD Remaster (-14%) - A$69SteamWorld Quest (-90%) - A$3.79Trials of Mana (-60%) - A$31.18Or gift a Nintendo eShop Card.Switch Console PricesHow much to Switch it up?Switch OLED + Mario Wonder: $539 $469 | Switch Original: $499 $448 | Switch OLED Black: $539 $448 | Switch OLED White: $539 $448 | Switch Lite: $329 $299 | Switch Lite Hyrule: $339 $299See itBack to topPurchase Cheap for PCHogwarts Anniversary SaleUp to 70% off some of the most wizard games to ever get made. Hogwarts Legacy is the big one to score, obviously, but that LEGO Collection is a well-built series, too.See it at SteamBattlefield 1 (-95%) - A$2.49Resi 4 Gold (-49%) - A$37.09Resi Village (-66%) - A$19.38Nioh 2 Complete (-50%) - A$36.47Expiring Recent DealsRPG Maker VX Ace (-100%) - FREECoD: Black Ops 6 (-30%) - A$76.96Logitech Pro Mechanical keyboard (-14%) - A$197Sniper: Ghost Warrior Contracts 2 (-90%) - A$6.49Logitech G733 Lightspeed Headset (-50%) - A$149Or just get a Steam Wallet CardPC Hardware PricesSlay your pile of shame.Official launch in NovSteam Deck 256GB LCD: $649 | Steam Deck 512GB OLED: $899 | Steam Deck 1TB OLED: $1,049See it at SteamBack to topExciting Bargains for XboxBorderlands 3The sheer magnitude and diversity of its arsenal of fun and surprising weaponry is unmatched. Borderlands 3 a high-point for the series and the genre as a whole. 9/10.WWE 2K24 (-59%) - A$24F1 24 Champ Ed. (-80%) - A$27.99Ninja Gaiden Black (-50%) - A$7.47XCOM 2 Col. (-90%) - A$13.02Expiring Recent DealsDying Light 10th Bndl. (-100%) - FREEDragon Age: The Veilguard (-28%) - A$79Kingdom Come Deliverance 2 (-19%) - A$89Cyberpunk 2077 (-53%) - A$41.97The Crew Motorfest Del. (-70%) - A$38.98Or just invest in an Xbox Card.Xbox Console PricesHow many bucks for a 'Box? Series X: $799 $789 | Series S Black: $549 $545 | Series S White:$499 $498 | Series S Starter: N/ASee itBack to topPure Scores for PlayStationPersona 5 RoyalPersona 5 is a massive, gorgeous JRPG with well over 100 hours of gameplay for completionists. Truly, a 10/10 masterpiece that is every bit a must-play.Expiring Recent DealsPS+ Monthly FreebiesYours to keep from Feb 4 with this subscriptionPayday 3 [PS5]High on Life [PS4/5]Pac-Man World Re-Pac [PS4/5]Or purchase a PS Store Card.What you'll pay to 'Station.PS5 Slim Disc:$799 $709 | PS5 Slim Digital:679 $678 | PS VR2: $879 | PS VR2 + Horizon: $939 | PS5 Pro $1,199 | PS Portal: $329See itBack to topLegit LEGO DealsLEGO Minifigures Series 27Features one surprise character in each mystery box for endless creative adventures. Well, nearly endless.Expiring Recent DealsHarry Potter: Hogwarts Castle (-32%) - A$205DC: Bats and the Batpod (-32%) - A$81.94City: F1 Race Cars (-27%) - A$22Back to top Adam Mathew is our Aussie deals wrangler. He plays practically everything, often on YouTube.