When its that time of the month or when Im just so stressed (which can also be both at the same time), one of my constant wishes is to get a massage. But of course, its not the best time to have one especially if youre experiencing dysmenorrhea. A comfortable, relaxing massage would be pretty helpful during those times, even if its not an actual, proper massage.Designer: Bebop DesignThe AM1 massager is an abdominal massager that is meant to be more comfortable rather than just functional. In fact, it was designed to be somehow part of the furniture, like you would leave a cushion lying around on your couch or on your bed. And when youre using it, it is meant to be like youre hugging a cushion to your tummy and youre being massaged at the same time. It can also look like a VR headset except that it will be wrapped around your abdomen rather than your head. It follows the body line with smooth silhouette. It has a fabric in the front which brings the comfortable feeling even as the vibration of the massage feature of the device is shaking you up.There isnt other information about this massager, like what features it may have and also other specifications. But as it is, and because of my aforementioned issues during certain times of the month, its something I might want to own someday especially if it is as comfortable and destressing as it promises. The post Massager brings comfort and de-stressing to your abdomen first appeared on Yanko Design.

So-called fake data centers are a bottleneck to scaling infrastructure to keep up with compute demand for AI and other critical workloads.Read More

Artificial intelligence (AI) has made significant strides in developing language models capable of solving complex problems. However, applying these models to real-world scientific challenges remains difficult. Many AI agents struggle with tasks requiring multiple cycles of observation, reasoning, and action. Moreover, existing models often lack the ability to integrate tools effectively or maintain consistency in multi-step reasoning. These issues are particularly pressing in scientific domains, where tasks demand precision, adaptability, and computational efficiency. Addressing these problems requires a flexible and practical framework for training and deploying language agents.Introducing Aviary: An Extensible Open-Source GymnasiumA team of researchers from FutureHouse Inc., the University of Rochester, and the Francis Crick Institute has introduced Aviary, an open-source gymnasium for language agents. Aviary addresses the limitations of existing frameworks by introducing language decision processes (LDPs), which model tasks as partially observable Markov decision processes grounded in natural language. This approach enables language agents to effectively handle complex, multi-step reasoning tasks.Aviary includes five environments, three of which are designed for advanced scientific tasks:Molecular Cloning: Manipulating DNA constructs using tools for sequence annotation and protocol planning.Scientific Literature QA: Retrieving and analyzing scientific literature to answer detailed research questions.Protein Stability Engineering: Proposing protein mutations to improve stability with the help of computational and biochemical tools.These tasks make Aviary a valuable platform for training and evaluating language agents in real-world scenarios requiring reasoning, tool integration, and iterative learning.Technical Insights and Benefits of AviaryAviary uses a stochastic computation graph framework to model language agents, enabling flexible and efficient optimization. Key features include:Expert Iteration (EI): A training method that iteratively refines agents using high-quality trajectories.Majority Voting: A technique to improve accuracy by combining multiple inference outputs without excessive computational overhead.Tool Integration: Built-in support for tools like sequence annotators and literature retrieval systems, enhancing real-world applicability.The researchers show that non-frontier, open-source models like Llama-3.1-8B-Instruct can achieve performance comparable to or better than frontier models (e.g., Claude 3.5 Sonnet) in these environments. Additionally, these models operate at significantly lower inference costs, making them accessible for large-scale scientific applications.Results and InsightsAviary-trained agents demonstrate impressive performance:On molecular cloning tasks, the Llama-3.1-8B-Instruct agent showed notable accuracy improvements through EI and behavior cloning, outperforming human experts on SeqQA benchmarks.In scientific literature QA tasks, the same model achieved performance levels on par with or better than humans, while maintaining efficiency.Majority voting further enhanced accuracy, with SeqQA results reaching 89% after sampling multiple trajectories, surpassing human and frontier model benchmarks.ConclusionAviary represents a thoughtful advancement in the development of language AI agents. By demonstrating that open-source, non-frontier models can excel in scientific tasks, Aviary opens new possibilities for accessible and cost-effective AI research. Its open-source design encourages collaboration, enabling researchers and developers to refine and extend its applications further.With tools and training methods tailored for real-world challenges, Aviary sets a benchmark for how language agents can address complex tasks. It provides a compelling framework for advancing AI-driven scientific exploration and practical problem-solving.Check out the Paper, Technical Details, and GitHub Page. All credit for this research goes to the researchers of this project. Also,dont forget to follow us onTwitter and join ourTelegram Channel andLinkedIn Group. Dont Forget to join our60k+ ML SubReddit. FREE UPCOMING AI WEBINAR (JAN 15, 2025): Boost LLM Accuracy with Synthetic Data and Evaluation IntelligenceJoin this webinar to gain actionable insights into boosting LLM model performance and accuracy while safeguarding data privacy.The post FutureHouse Researchers Propose Aviary: An Extensible Open-Source Gymnasium for Language Agents appeared first on MarkTechPost.

Software engineering agents have become essential for managing complex coding tasks, particularly in large repositories. These agents employ advanced language models to interpret natural language descriptions, analyze codebases, and implement modifications. Their applications include debugging, feature development, and optimization. The effectiveness of these systems relies on their ability to handle real-world challenges, such as interacting with extensive repositories and executing tests to validate solutions, making the development of such agents both exciting and challenging.Lack of comprehensive training environments is one of the primary challenges in this domain. Many existing datasets and benchmarks, such as SWE-Bench and R2E, either focus on isolated problems or rely on synthetic instructions that do not represent the complexities of real-world coding tasks. For instance, while SWE-Bench offers test cases for validation, its training dataset lacks executable environments and dependency configurations. This discrepancy limits the utility of existing benchmarks for training agents capable of addressing the nuanced challenges of software engineering.Efforts to address these challenges have previously relied on tools like HumanEval and APPS, which support isolated task evaluation but fail to integrate repository-level complexities. These tools often lack a coherent link between natural language problem descriptions, executable codebases, and comprehensive testing frameworks. As a result, there is a pressing need for a platform that can bridge these gaps by offering real-world tasks within functional and executable environments.Researchers from UC Berkeley, UIUC, CMU, and Apple have developed SWE-Gym, a novel environment tailored for training software engineering agents. SWE-Gym integrates 2,438 Python tasks sourced from GitHub issues across 11 repositories, offering pre-configured executable environments and expert-validated test cases. This platform introduces a groundbreaking approach by combining real-world task complexity with automated testing mechanisms, creating a more effective training ecosystem for language models.SWE-Gyms methodology focuses on replicating real-world coding conditions. The tasks are derived from GitHub issues and paired with the corresponding repository snapshots and unit tests. Dependencies for each task are meticulously configured, ensuring the accuracy of the executable environment. These configurations were semi-manually validated through rigorous processes involving around 200 human annotation hours and 10,000 CPU core hours, resulting in a robust training dataset. The researchers also introduced a subset of 230 tasks, SWE-Gym Lite, which targets simpler and self-contained problems, enabling rapid prototyping and evaluation.The performance evaluation of SWE-Gym demonstrated its significant impact on training software engineering agents. Using the Qwen-2.5 Coder model, fine-tuned agents achieved marked improvements in resolving tasks on SWE-Bench benchmarks. Specifically, resolve rates increased from 20.6% to 32.0% on SWE-Bench Verified and from 15.3% to 26.0% on SWE-Bench Lite. These gains represent a significant leap over previous benchmarks for open-weight language models. Furthermore, SWE-Gym-supported agents reduced failure rates in stuck-in-loop scenarios by 18.6% and improved task completion rates in real-world settings.The researchers also explored inference-time scaling by employing a verifier trained on agent trajectories sampled from SWE-Gym. This approach allowed agents to generate multiple solution trajectories for a given problem, selecting the most promising one using a reward model. The verifier achieved a Best@K score of 32.0% on SWE-Bench Verified, demonstrating the environments capacity for improving agent performance through scalable compute strategies. These results emphasize the potential of SWE-Gym to enhance both the development and evaluation of software engineering agents.SWE-Gym is a pivotal tool in advancing research on software engineering agents. Addressing the limitations of prior benchmarks and offering a scalable, realistic environment equips researchers with the resources needed to develop robust models capable of solving complex software challenges. With its open-source release, SWE-Gym paves the way for significant advancements in the field, setting new standards for the training and evaluation of software engineering agents.Check out the Paper and GitHub. All credit for this research goes to the researchers of this project. Also,dont forget to follow us onTwitter and join ourTelegram Channel andLinkedIn Group. Dont Forget to join our60k+ ML SubReddit. Nikhil+ postsNikhil is an intern consultant at Marktechpost. He is pursuing an integrated dual degree in Materials at the Indian Institute of Technology, Kharagpur. Nikhil is an AI/ML enthusiast who is always researching applications in fields like biomaterials and biomedical science. With a strong background in Material Science, he is exploring new advancements and creating opportunities to contribute. Follow us on X (Twitter) to get regular AI Research and Dev Updates here...

The first weekend of 20245 is here, which makes today a great time to check out the latest deals! Here are the best deals for Saturday, January 4.The Legend of Heroes: Trails Through Daybreak for $41.99The Legend of Heroes: Trails through Daybreak: Deluxe Edition - Nintendo SwitchThe Legend of Heroes: Trails Through Daybreak is on sale this weekend at Amazon for $41.99. This entry in the long-running Trails series is a solid place to start, especially with Daybreak II due out next month. If you're searching for your next RPG, this is a great option!Marvel vs. Capcom Fighting Collection: Arcade Classics for $34Marvel vs. Capcom Fighting Collection: Arcade Classics - PlayStation 4Marvel vs. Capcom Fighting Collection: Arcade Classics - Nintendo SwitchYou can score Marvel vs. Capcom Fighting Collection: Arcade Classics for only $34 today at Amazon. This collection packs in seven different titles, including the beloved Marvel vs. Capcom 2: New Age of Heroes. At last, you can play these classic titles on modern platforms. EPOMAKER Shadow-X Gasket Mechanical Keyboard for $42.99EPOMAKER Shadow-X Gasket Mechanical Keyboard with ScreenThis EPOMAKER Shadow-X keyboard is perfect to switch up your setup with some color. The keyboard can be used either wirelessly or wired, with a 3,000mAh battery to support hours of use. Additionally, there's even a color screen that displays settings, specs, and more at just a glance. Belkin MagSafe 3-in-1 Charger Stand for $65.99Belkin MagSafe Charger, 3-in-1 Wireless Charging StandIf you own an iPhone, Apple Watch, and a pair of Apple AirPods, this is the ultimate accessory for you. The Belkin MagSafe 3-in-1 Charger Stand can charge all of your devices wirelessly with one device. It's perfect for placing on your nightstand, or even for bringing with you during a trip away from home. Say goodbye to the days of one cord per device.Dragon Quest Illustrations: 30th Anniversary Edition for $23.82Dragon Quest Illustrations: 30th Anniversary EditionFeaturing 240 pages of artwork from Akira Toriyama, Dragon Quest Illustrations: 30th Anniversary Edition is the ultimate gift for any fan of the iconic RPG series. This book features over 500 different illustrations from Toriyama, stretching from Dragon Quest all the way to Dragon Quest XI. Samsung 98" TV for $1997.99SAMSUNG 98-Inch Class 4K Crystal UHD DU9000 Series HDR Smart TVThis Samsung 98-Inch Class 4K Crystal DU9000 Series TV has hit an all-time low this weekend, priced at $1997.99. Not everyone has room for a massive 98" TV, but if you do, this is a solid option, especially for the price. Apple Watch Series 10 for $359Apple Watch Series 10 [GPS 46mm case] SmartwatchAmazon has the Apple Watch Series 10 on sale for $359 this weekend, which nets you $70 off this extremely popular device. Series 10 marked Apple's first wide-angle OLED display on Apple Watch, with the device itself being the thinnest watch yet. If you're not an Apple Watch owner or someone who has an older model, this is the perfect time to score an upgrade.Persona 5 Royal for $14.88Persona 5 Royal - Nintendo Switch (Digital)Walmart has digital Nintendo Switch copies of Persona 5 Royal available on sale for only $14.88. Acting as the definitive version of P5, Persona 5 Royal is one of the must-play RPG experiences of the last generation. This game offers well over 100 hours of content, making this an excellent deal.

Theres been a lot of talk about augmented reality tech lately, especially with the unveiling of Snapchat Spectacles and Meta Orion. Those are both highly expensive and unobtainable to consumers but there is a growing market of affordable glasses, that provide some of the benefits of AR glasses at a much more palatable price tag. The RayNeo Air 2s are one of them, and Ill be providing some of my thoughts.How they feelFirst things first, these are a $399 pair of glasses (though theyre currently on sale for $319) so they definitely feel cheap. The front is a single sheet of plastic and doesnt really look like a pair of glasses, other than the general shape. The frames are definitely very flexible, and its easy to bend them in the other direction.On one hand, that means its a one size fits all product, which is cool because you dont have to worry about sizing while buying them. On the other hand, it means that if it doesnt fit you well, you wont have a great time. It was hard to get them to stay on my face perfectly without needing consistent adjustment. Changing the nose bridge (there are multiple included in the box) helped a little bit but overall Id say it didnt really fit me well. Your mileage will obviously vary there.Though the glasses may feel cheap, the unboxing experience certainly wasnt. RayNeo (a sub-brand of TCL) definitely nailed the packaging. The glasses also come with a quality carrying case, making it easy to throw in a backpack without worry.ExperienceAt this price point, theres no way to pack an on board battery or any compute which means you have to always use them wired with a USB-C port. This is fine, though it does mean youll mostly be using it stationary. Its hard to see through the displays, so I wouldnt recommend trying to use these while in motion, though you can certainly do it.The actual display panels are pretty good. They offer up to 5000 nits of brightness, feature a 120Hz refresh rate, and offer good colors, thanks to Sonys microOLED panels. The displays are 19201080 per eye, which isnt anything incredible, but theyre certainly good enough for reading smaller text. RayNeo says that these offer a 201 display size from 6 meters away, making it similar to a theater experience.Ive found myself mostly using these for lying down in bed and watching a YouTube video or show. Its neat for that, and certainly provides a nicer visual experience than watching on your phone directly. If you have a good TV though, these obviously wont compare.There is one thing that these are missing though, and thats a cover for the displays. Other AR glasses Ive used in the past, such as the Xreal Airs, have offered this. A cover is immensely helpful when you want something more immersive and want to block out any light from passing through. Its just a little piece of plastic that clips over the front of the glasses. Itd be simple to include. The actual glasses are pretty dim, so its not like youre getting blinded by light behind you. It just could be better if there was a cover.Why these make senseI think wired augmented reality glasses make a ton of sense to pursue. You can cut a lot of cost by not needing to include any sort of compute power or an on-board battery. Plus, youre able to use these as a display output with anything that can do USB-C video output, such as a Nintendo Switch, making them super flexible.The main downside here is that you dont have a proper operating system. RayNeo does sell an accessory called the Pocket TV, which allows you to run the Google TV operating system while its plugged in. The accessory also doubles as a remote.Apple is also reportedly exploring a product similar to this, essentially selling a Vision headset that feeds off of your iPhone with the headset really only containing the displays. For the sake of cost, this approach definitely makes some level of sense.My verdictOverall, these are a neat pair of glasses to enhance the media experience on your iPhone, especially if thats your main way of watching content. The displays are very bright, and great to look at. Its speakers are pretty nice too. For $319, theyre certainly not the best in every regard, but if something like this product sounds appealing to you, its an easy buy as long as they fit you well. Plus, unlike a standalone headset, you wont have to worry about them being dead when you finally want to use them.Buy RayNeo Air 2s on Amazon for $319 with on page coupon (normally $399)Buy RayNeo Pocket TV on Amazon for $179Follow Michael:X/Twitter,Bluesky,InstagramAdd 9to5Mac to your Google News feed. FTC: We use income earning auto affiliate links. More.Youre reading 9to5Mac experts who break news about Apple and its surrounding ecosystem, day after day. Be sure to check out our homepage for all the latest news, and follow 9to5Mac on Twitter, Facebook, and LinkedIn to stay in the loop. Dont know where to start? Check out our exclusive stories, reviews, how-tos, and subscribe to our YouTube channel

Welcome toIndie App Spotlight. This is a weekly 9to5Mac series where we showcase the latest apps in the indie app world. If youre a developer and would like your app featured, getin contact.Sonuby is a different kind of weather app, designed for users who often partake in outdoor activities. For example, if you often snowboard, you can have a weather forecast that places snow conditions front and center. Weather needs can be very individualistic, which is why Sonuby allows you to tailor the app to what you care about.FeaturesAs mentioned earlier, Sonuby has specialized weather reports for varying outdoor activities. Its built around the concept of use-case based usage, and offers the following reports to help you out:Skiers and snowboarders can focus on snow conditions and temperaturesSurfers can focus on wave heights, periods, and tidesSkydivers can focus on cloud cover and wind speedsHowever, Sonuby also has features for more casual users. It has a Daily Life report as well, providing up to a 14 day weather overview, an hour-by-hour live forecast, and detailed maps for temperature, radar, humidity and pressure, cloud cover and precipitation, UV and sunshine hours, weather warnings, wind and gusts, and visibility. You can also customize what information you highlight on your dashboard.Thats just scratching the surface, but Sonuby has a ton of data. It pulls multiple weather models, providing a wide variety of info.Coming soonSonuby only launched in April 2024, so its relatively new. The developer has some plans for future releases this year, including:Configurable widgets for your home screenPersonalized push notifications for your needsMore reports for kitesurfing, windsurfing, paragliding, hiking, climbing, health, and moreSonuby is available for free on the App Store with a limited feature set. To unlock the full app, you can purchase the Enthusiast subscription, unlocking all forecast and configuration options, all weather maps, dark mode, and itll be ad free. The subscription is available for $1.99/month or $14.99/year.Follow Michael:X/Twitter,Bluesky,InstagramAdd 9to5Mac to your Google News feed. FTC: We use income earning auto affiliate links. More.Youre reading 9to5Mac experts who break news about Apple and its surrounding ecosystem, day after day. Be sure to check out our homepage for all the latest news, and follow 9to5Mac on Twitter, Facebook, and LinkedIn to stay in the loop. Dont know where to start? Check out our exclusive stories, reviews, how-tos, and subscribe to our YouTube channel

Between daily commutes and longer trips, having a portable power bank of some kind can be essential. However, that doesn't mean it needs to add unnecessary weight to your bag. Voltme's mini portable charger weighs just a little over 6 ounces, but it packs a big punch. And right now, thanks to an Amazon discount and an on-page coupon, you can save 20% off the regular price, bringing this handy little pocket-size charger down to just $16. See at AmazonThe regular price of this charger is $20 and Amazon is already offering a 10% discount, bringing it down to $18. If you clip the on-page 10% off coupon, you'll save another $2, dropping the price to just $16. You'll see the discount reflected in your cart when you go to check out. Hey, did you know? CNET Deals texts are free, easy and save you money.With dimensions of 4.17 by 2.67 by 0.63 inches, this charger can slip into just about any pocket. It features a 10,000 milliampere-hour rating, which means it can charge your phone from 0% to 58% in 30 minutes. It's compatible with the iPhone 15, 14, 13, 12, 11, XR, 8, 7 and 6; the iPad; the Samsung Galaxy series; and other smart devices, and it features a dual port design so you can charge two devices at once (one USB-C port and one USB-A port).Why this deal matters Portable chargers seem to be a dime a dozen these days, but they often add heft and bulk to your already overstuffed commute bag. Finding one that's lightweight, powerful and compact is always a bonus, but finding one that's all that and only $16 to boot -- $4 less than its regular price -- is even better. Looking for more interesting bargains? Check out our favorite items under $100 on Amazon right now. More shopping deals from CNET CNET is always covering a wide array of deals on tech products and much more. Start with the hottest sales and discounts on theCNET Deals page, and sign up for theCNET Deals Textto get daily deals sent straight to your phone. Add the freeCNET Shopping extensionto your browser for real-time price comparisons and cash-back offers. And peruse ourgift guide, which includes a full range of ideas for birthdays, anniversaries and more. See at CNET

Reached the end of a binge and ready for something new? Prime Video may offer your next small-screen fixation.The streamer is the place to visit for can't-miss originals like The Boys and The Marvelous Mrs. Maisel. With new shows premiering frequently, such as the postapocalyptic drama Fallout, you can choose a fresh release or start a series you've had on the back burner.Prime Video is now ad-supported and charges an extra fee to remove commercials. Read on for this month's new releases and a collection of the best shows on the streamer. What's new on Prime Video in JanuaryNote:These descriptions are taken from Prime Video press releases and lightly edited for style.Jan. 2The Rig, season 2 premiere (2023- ): Supernatural thriller. In season 2, helicopters have taken the surviving crew of the Kinloch Bravo to a bold new location, where new dangers await them. Jan. 9On Call, season 1 premiere (2024- ): Police drama. The show follows a rookie and veteran officer duo as they go on patrol in Long Beach, California.Jan. 23Harlem, season 3 premiere (2021- ): Comedy. Season 3 follows the core four women on a precipice of change like never before.Jan. 27Tribunal Justice, season 2 premiere (2023- ): Court program. The show features a panel of three judges adjudicating real and compelling cases.Best Amazon Prime Video original TV showsThis list focuses on shows that have premiered a new season since 2020 and have a score of at least 70 on Metacritic.Thriller Prime Video The Devil's Hour (2022- ) The Devil's Hour sets up an intriguing mystery: Why is a woman, Lucy, waking up at 3:33 a.m. each night, and why does her 8-year-old son, Isaac, seem oddly emotionless? Starring Jessica Raine (Call the Midwife) as Lucy, Nikesh Patel (Starstruck) as a kind detective and Peter Capaldi (Doctor Who) as a suspicious character, the Devil's Hour is a twisty series that eventually delivers satisfying answers. A bonus? A third and final season is on the way. Niko Tavernise/Prime Video Dead Ringers (2023) Oscar winner Rachel Weisz plays not one, but two main characters in Dead Ringers, Prime Video's version of David Cronenberg's 1988 psychological thriller. The darkly comedic series follows identical twin doctors pursuing their goal of opening a birthing and research center. Spend some time with these unconventional sisters, you'll want to see the whole thing through. York Tillyer/Amazon Studios Chloe (2022) Led by a stellar Erin Doherty, this British thriller will swallow your attention. It centers on Becky, a temp with an unusual pastime: assuming different identities to sneak into fancy art galleries and yoga classes. When a woman she follows obsessively on Instagram suddenly dies, she attempts to uncover more details, once again posing as someone else. Tear away from your timeline and check out this six-episode limited series. Amazon Studios Homecoming (2018-2020) Season 2 of Homecoming didn't quite find its feet, but season 1 hit the ground running. Julia Roberts stars in this psychological thriller about an army rehabilitation facility run by questionable owners. Using an effective, mystery-building narrative that covers two timelines, Homecoming is high on tension and paranoia as it reveals what the facility's true purpose is. Fun fact: The series uses theactualscores of movies from Alfred Hitchcock, Stanley Kubrick and more. Fantasy Jonathan Prime/Prime Video My Lady Jane (2024) Lady Jane Grey, the Queen of England for just nine days in 1553, is the subject of this Prime Video series. The show doesn't stick closely to the events of her life, weaving in fantasy elements like humans who can turn into animals and imagining a world where she met a fate other than execution. Based on a book of the same name and blending comedy, action, romance and more, My Lady Jane is a wild, enjoyable ride you won't find in a history book. Prime Video I'm a Virgo (2023- ) Boots Riley (Sorry to Bother You) created this surreal series about Cootie (Jharrel Jerome), a 13-foot-tall Black man who leaves home for the first time at 19. The gentle giant from Oakland, California, experiences friendship, love and more milestones in this coming-of-age story, which brings humor, social commentary and undeniable originality to the small screen. Ben Rothstein/Prime Video The Lord of the Rings: The Rings of Power (2022- ) Haven't watched Prime Video's buzzy, wildly expensive fantasy series yet? The Rings of Power brings incredible visuals, a sprawling cast and a sense of adventure to the streaming service. It's set thousands of years before The Lord of the Rings, and in part follows a young version of the character Galadriel, who's played by Morfydd Clark. Amazon Studios The Legend of Vox Machina (2022- ) Buckle up for a new animated series that centers on a group of boisterous, belching misfits called Vox Machina. Based on Dungeons & Dragons web series Critical Role (you don't have to be familiar with that to enjoy this show), The Legend of Vox Machina sees its protagonists go from being broke bar-hoppers to accepting a mission to stop evil brewing in Exandria. We're further introduced to the characters in a musical number that occurs about halfway through the first episode.That's right, I said musical number. You'll be down for every element this show throws at you. Why would anyone choose these misfits to fight for the kingdom? "Well... they do have a bear," one royal decision-maker concedes. Superhero Brooke Palmer/Prime Video Gen V (2023- ) Gen V is a spin-off of Prime Video's hit violent and satirical series The Boys. Despite efforts to keep her head down, freshman Marie Moreau gets swept up in a mystery at Godolkin University, a prestigious but shadowy school for superheroes. The new series' strong characters and fresh story establish it as something pretty super in its own right. Another reason to watch? Season 4 of The Boys picks up after the events of the first Gen V season. Amazon Studios Invincible (2021- ) For those who aren't a fan of cartoons, Invincible could be your converter, up there with other adult cartoons like BoJack Horseman and Rick and Morty. Based on a comic book from Robert Kirkman, the creator of the Walking Dead, Invincible follows 17-year-old Mark Grayson and his training to become a superhero just like his father, who happens to be the most powerful superhero on the planet. Episodes run long at nearly 50 minutes, connected into one big, blood-spattered story. A subversive series with a huge cast featuring Steven Yeun, Sandra Oh and J.K. Simmons, Invincible will engross you in its smart animated world. Amazon Studios The Boys (2019- ) The Boys stormed Amazon with its ultra-violent tale of antihero vigilantes seeking revenge against the world's most beloved superheroes. These heroes aren't what they seem: Their corporate overlords cover up their shady personal lives, including sexual harassment and the odd assassination. With social commentary, black comedy and pops of gore, The Boys takes a thrilling and unapologetic step away from the family-friendly genre. Crime Shane Mahood/Amazon Studios Reacher (2022- ) Adapted from Lee Child's best-selling Jack Reacher book series, Reacher's eight-episode first season packs a muscular punch. Reacher, a brawny former US Army military policeman played by Alan Ritchson, arrives in a small town and is promptly arrested for a murder he didn't commit. Armed with killer strength and some solid detective skills, the protagonist eventually fends off an array of enemies while uncovering a criminal conspiracy. A treat for crime thriller fans and lovers of Child's novels. Amazon Studios Bosch (2014-2021) This seven-season police procedural, inspired by Michael Connelly novels, gets everything right for old-fashioned detective drama. We follow Los Angeles police detective Harry Bosch, played by Titus Welliver, who's haunted by the death of his mother. While catching serial killers and keeping his family safe, he investigates her murder. Functional and no-nonsense, Bosch provides steady mystery with an equally steady lead. Documentary Prime Video LuLaRich (2021) In LulaRich, the directors of Hulu's Fyre Festival documentary explore the dark side of the multilevel marketing company LuLaRoe. The four-part documentary series interviews founders DeAnne and Mark Stidham and paints a not-so-rosy picture of the women's clothing giant, which is known for its loudly colored and patterned leggings and tops. In the doc, women who joined the company (investing a chunk of money in the process) dealt with stinky merchandise, a toxic culture and challenges in reaching financial goals. Settle in for a fascinating and well-made docuseries that spotlights the stories of former LuLaRoe retailers. Comedy Prime Video The Outlaws (2021- ) Seven strangers are assigned to the same community payback sentence in this appealing comedy thriller set in Bristol, England. The six-episode show is fun, dark and touching, offering an engaging look at its rule-breakers backgrounds and the relationships that form between them. The plot thickens when some members of the group come across a bag of cash. If you need another draw, the show is co-created by Stephen Merchant, who co-created the UK version of The Office. Amazon Studios Undone (2019- ) This unique series uses theRotoscoping animation techniqueto tell the story of a young woman who, after suffering a near-fatal car accident, discovers she can manipulate time. Intriguing, right? It gets better: Bob Odenkirk plays Alma's dead father, who enlists her help in investigating his murder. Bending both time and space, Undone is surreal and beautifully existential for those looking for deep material. Jackie Brown/Amazon Studios The Kids in the Hall (2022) Prime Video has resurrected The Kids in the Hall, the Emmy-nominated Canadian sketch comedy show that originally ran from 1988 to 1995. (By "resurrects," I mean the show literally exhumes members of the comedy troupe from a grave they were buried in at the end of the original show. That's just the beginning of the fun.) Follow the comedians as they freak out over mislabeled desserts, fight over imaginary love interests and write Earth's last fax. Be warned: Some of these sketches are highly NSFW. Amazon Studios A League of Their Own (2022) Prime Video's TV series A League of Their Own is inspired by the 1992 film of the same name and introduces new characters portrayed by Abbi Jacobson, D'Arcy Carden and others. In the comedy-drama's first episode, women try out for the All-American Girls Professional Baseball League in the '40s. The show explores themes of race and sexuality and offers a satisfying period setting and compelling characters. Amazon Studios The Marvelous Mrs. Maisel (2017-2023) A '50s housewife who becomes a standup comic? This brilliant series from Gilmore Girls creator Amy Sherman-Palladino is filled with sparkling performances from Rachel Brosnahan and Alex Borstein, with dialogue to match. Set in a vibrant and changing New York, our delightful heroine moonlights as a comedian, while doing her duties as an upper-class Jewish American housewife. With impressive visuals, warmth and zingers, The Marvelous Mrs. Maisel is the full package. Drama Prime Video Expats (2024- ) A new miniseries starring Nicole Kidman may be enough to guide your finger to the Play button, but you may also want to know that Expats comes from Lulu Wang, the director of the critically acclaimed 2019 comedy-drama The Farewell. In the six-episode show, Kidman portrays an American woman who's living in Hong Kong and is one of three characters linked by a sudden family tragedy. David Hindley/Prime Video Riches (2022) A soapy drama about a family after the death of their wealthy patriarch sits tantalizingly on Prime Video. In Riches, the will reading goes in an unexpected direction, leading Stephen Richard's two sets of children to vie for control of his business. You'll glide through the stylish first season, which includes Ted Lasso Emmy nominee Sarah Niles. Amazon Studios The English (2022) Gripping Western drama series The English stars Emily Blunt and Chaske Spencer as an unlikely duo traveling across a treacherous landscape. The first episode of the miniseries presents some terrible characters and reveals a bit of what motivates both protagonists -- Blunt's aristocratic Englishwoman and Spencer's Pawnee ex-cavalry scout -- to continue in the face of danger. Gorgeous visuals and superb acting make The English worth a binge. Alan Peebles/Prime Video A Very British Scandal (2022) Unfurling over three hour-long episodes, A Very British Scandal dramatizes the highly publicized, real-life divorce between the Duke and Duchess of Argyll in the 1960s. Claire Foy, of Netflix's The Crown, and WandaVision's Paul Bettany star. Ali Goldstein/Amazon Studios As We See It (2022) A newer entry to Prime Video, As We See It earns a spot among its best shows. Starring three actors who identify as autistic, this sincere series follows young adults on the autism spectrum as they navigate jobs, make friends and find love. Neurotypical actors usually play autistic characters on screen, so the casting sets this one apart. It's also heartfelt, funny and poignant, with well-rounded characters you'll want to root for. I could let the show's glowing Metacritic score speak for itself -- but whatever convinces you, this needs to be your next watch. Prime Video The Underground Railroad (2021) Sublime filmmaker Barry Jenkins (Moonlight) takes on adapting Colson Whitehead's novel The Underground Railroad into a powerful 10-episode series. Set in the southern US during the 1800s, the fictional story follows Blacks attempting to escape from slavery via a network of hidden tracks and tunnels. Tapping magical realism and a superb cast including Thuso Mbedu and William Jackson Harper, The Underground Railroad is an emotional and chilling triumph. Sci-fi Prime Video Fallout (2024- ) Prime Video's video game adaptation is an entertaining postapocalyptic adventure you shouldn't leave sitting in a vault. The series follows three different characters occupying the same wasteland. One is Lucy (Ella Purnell), who wanders in search of her kidnapped father and feels the need to invoke the Golden Rule to a cruel post-human Ghoul (Walton Goggins). Meanwhile, an eager Maximus (Aaron Moten) gets his big break as a squire in the Brotherhood of Steel. It's an unpredictable series with humor and gore. Don't let long episode runtimes deter you from exploring Fallout.

Looking for the most recent Wordle answer?Click here for today's Wordle hints, as well as our daily answers and hints for The New York Times Mini Crossword, Connections and Strands puzzles.Today's Wordle puzzlehas one kind of tricky letter. We've got alist ranking all the letters in the alphabet by how frequently they show up in English words. It's often helpful, and if you stick to the more commonly used letters, you'll find today's Wordle answer with few problems. If you need hints and the answer, read on. Today's Wordle hints Before we show you today'sWordleanswer, we'll give you some hints. If you don't want a spoiler, look away now.Wordle hint No. 1: RepeatsToday's Wordle answer has no repeated letters.Wordle hint No. 2: VowelsThere is one vowel and one sometimes vowel in today's Wordle answer.Wordle hint No. 3: Start letterToday's Wordle answer starts with the letter C.Wordle hint No. 4: Unusual letterToday's Wordle answer has one of the final letters in the alphabet, and one that doesn't always come up in Wordle answers. (Bookmark our list to find the most-common lettersthey help a great deal with starter words.)Wordle hint No. 5: MeaningToday's Wordle answer refers to things related to, or involving computers.TODAY'S WORDLE ANSWERToday's Wordle answer is CYBER.Yesterday's Wordle answerYesterday's Wordle answer, Jan. 4, No. 1,295, was RELAX.Recent Wordle answersDec. 31, No. 1,291: LEMURJan. 1, No. 1,292: NERVEJan. 2, No. 1,293: CHOSEJan. 3, No. 1,294: CHEAP