• On this day: January 29
    en.wikipedia.org
    January 29: Chinese New Year (2025); Kansas Day in Kansas (1861)Senator Curtis757 An Lushan, leader of a revolt against the Tang dynasty and emperor of Yan, was assassinated in a plot involving his own son, An Qingxu.946 The Abbasid caliph, al-Mustakfi, was deposed, going on to spend the rest of his life as a prisoner in the caliphal palace.1907 Kaw Nation citizen Charles Curtis (pictured) of Kansas became the first Native American U.S. Senator.2006 India's Irfan Pathan became the only bowler to take a Test cricket hat-trick in the opening over of a match.2017 A lone gunman carried out a mass shooting at a mosque in Quebec City, Canada, killing six people and injuring up to nineteen others.Mary Whitwell Hale (b.1810)Sara Teasdale (d.1933)Elin Rombo (b.1976)Colleen McCullough (d.2015)More anniversaries: January 28January 29January 30ArchiveBy emailList of days of the yearAbout
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  • Understanding Agentic RAG and How Its Different From RAG With Code
    towardsai.net
    LatestMachine LearningUnderstanding Agentic RAG and How Its Different From RAG With Code 0 like January 28, 2025Share this postAuthor(s): Harsh Maheshwari Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium.Created using Dalle 3In the world of Large Language Models (LLMs), Retrieval Augmented Generation (RAG) has emerged as a game-changer. Traditional RAG, while groundbreaking, often follows a predictable pattern: fetch information based on a users query, then use that information to generate a response. But what if we could make this process more intelligent, more adaptable? Enter Agentic RAG, a significant leap forward thats as different from traditional RAG as a smartphone is from a flip phone.Imagine asking a customer service chatbot a complex question that requires information from multiple sources. Traditional RAG might struggle to provide a comprehensive answer, but Agentic RAG, with its AI-powered agents, can navigate through knowledge bases, product manuals, and customer history to deliver a personalized solution. Thats the power of Agentic RAG it transforms LLMs from passive information processors into active knowledge seekers.RAG enhances LLMs by combining their generative power with the ability to access and retrieve relevant information from external knowledge sources. This approach allows LLMs to generate more informed and comprehensive responses, grounded in factual knowledge and real-world data.A typical RAG system involves the following steps:Question Encoding: The users query 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
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  • How to watch the 2025 Grammys: streaming, schedule, and more
    9to5mac.com
    The 2025 Grammys are one of the biggest televised concerts of the year, bringing together top artists and unique performances heres how to stream the event live on iPhone, iPad, Apple TV, and more (for free).When are the 2025 GrammysMark your calendar for this Sunday, February 2. Thats when the 67th Grammys ceremony is scheduled to kick off. The event starts at 8 p.m. ET/5 p.m. PT.Returning champion emcee, Trevor Noah, will host for the fifth year in a row from the Crypto.com Arena in Los Angeles. Artists nominated for the top categories include The Beatles, Beyonc, Andr 3000, Sabrina Carpenter, Charli xcx, Billie Eilish, Taylor Swift, and Chappell Roan. Other names include Teddy Swims, Shaboozey, Post Malone, and Gracie Abrams.Many of the artists mentioned have already been confirmed to perform during the music event on Sunday.You can find the full list of 2025 Grammy Award nominations here.Where can you watch the 67th Grammys ceremonyCBS will air the 2025 Grammys live on television, and Paramount+ will stream the event online.However, Paramount+ subscribers will need the Paramount+ with SHOWTIME package that runs $12.99/month. The ad-supported Paramount+ Essentials plan that runs $7.99/month wont stream the event.New subscribers can access Paramount+ with SHOWTIME free for one week when signing up for a trial with a new email address and billing information. Just remember to cancel before the week is up or get locked in for a month for $13.Other ways to watch online like on iPhone, iPad, Mac, Apple Vision Pro, and Apple TV include trialing or subscribing to a streaming cable service. Options include:YouTube TV (2-day free trial, then $69.99/month for six months and $82.99/month after)Hulu + Live TV (3-day free trial, then $82.99/month)Fubo TV (5-day free trial, then $59.99/month for one month and $84.99/month after)Want to familiarize yourself with this years nominees? Heres an Apple Music playlist that will help you catch up!Best Apple TV accessoriesAdd 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
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  • After Exploding American AI Industry With ChatGPT Competitor, DeepSeek Releases Image Generator Aimed at Beating DALL-E and Stable Diffusion
    futurism.com
    It's got OpenAI on the ropes.Double TapDeepSeek is coming in for the kill.With Silicon Valley already on its knees, the Chinese startup is releasing yet another open-source AI model this time an image generator that the company claims is superior to OpenAI's DALLE3.Called Janus-Pro 7B, alluding to its beefy seven billion parameters in its full configuration, the AI model was made available on GitHub and Hugging Face to download on Monday, along with a slimmer one billion parameter version.It's a followup to an earlier version of Janus released last year, and based on comparisons with its predecessor that DeepSeek shared, appears to be a significant improvement.For a quick spin, demos of both its image generation and image understanding capabilities are available online on Hugging Face.Results may vary, but imagery provided by the company shows serviceable images produced by the system.Bench WarmersIn a technical paper released with the AI model, DeepSeek claims that Janus-Pro significantly outperforms DALLE3 and another leading image generator model, Stable Diffusion XL, in two key benchmarks: GenEval, in which it boasts a considerable lead, and DPG-Bench, where its margin is much slimmer. Notably, Midjourney was left out of the analysis.These are only two benchmarks, noteworthy as they may be, and only time and a lot of screwing around will tell just how well these results hold up as more people experiment with the model.Regardless, DeepSeek sounds adamant that it's onto something big here. "Janus-Pro surpasses previous unified model and matches or exceeds the performance of task-specific models," the startup wrote on Hugging Face. "The simplicity, high flexibility, and effectiveness of Janus-Pro make it a strong candidate for next-generation unified multimodal models."In Too DeepThe release of Janus-Pro 7B comes just after DeepSeek sent shockwaves throughout the American tech industry with its R1 chain-of-thought large language model.Purportedly made on a shoestring budget of under $6 million, DeepSeek's R1 impressively manages to match the capabilities of leading AI models, such as OpenAI's o1, while using just a fraction of the hardware and power.It wouldn't be an exaggeration to say that the chatbot has embarrassed its foreign competition. Now, serious questions are being raised about the billions of dollars worth of investment, hardware, and energy that tech companies have been demanding thus far.Share This Article
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  • LifeAnalytics: Full Remote:Bio&Pathology Field Senior Full Stuck Developer
    weworkremotely.com
    LifeAnalytics Co,,, Ltd.Recruiting full stack and image processing researchers (life science/digital pathology field)[Job details] Analysis and processing of microscopic images in life science and digital pathology Development and optimization of web-based image analysis applications Research and development of new algorithms using data-driven research methods. Collaboration with researchers inside and outside the team.Qualification requirements 3+ years of experience in computer science, image processing, or related field. Experience in developing image analysis software Knowledge of programming languages (react, Python, C++, etc.) Experience with machine learning and deep learning is a plus. Communication and teamwork skills. Highly Knowledge of open stack[Work location] Fully remote work[What we offer] Career advancement opportunitiesApplication method Please send your resume and cover letter to [Recruiter's email address].LifeAnalytics,,,Co.LTD is looking for passionate researchers who will use cutting-edge technology to pioneer the future of rice science and digital pathology. Related Jobs See more Full-Stack Programming jobs
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  • Didn't Get Invited to the Nintendo Switch 2 Experience? Join the Waitlist Here
    www.cnet.com
    Did you receive a rejection email for theNintendo Switch 2 Experience? Fortunately, there's still a way to check out the event and get a chance to play theSwitch 2.The Nintendo Switch 2 Experience is a worldwide tour for the new console starting in April. It's a free event, but getting a ticket required a bit of luck. Fortunately, Nintendo is opening up a waitlist for those who still want to attend. Watch this: Nintendo Switch 2 Announced: Everything We Know 03:01 Here's what we know about the Nintendo Switch 2 Experience.When does the Nintendo Switch 2 Experience start?The first tour stop is in New York City, April 4-6. It'll take place at Center415 at 417 5th Ave.What US cities will have Nintendo Switch 2 Experience events?The tour heads to Los Angeles April 11-13, in Television City at 7800 Beverly Blvd. Then it goes to Dallas on April 25-27, at the Embarcadero Building at Fair Park located at 1229 Admiral Nimitz Dr.What other cities will have Nintendo Switch 2 Experience events?The tour is worldwide and will stop at the following cities:Toronto, April 25-27Paris, April 4-6London, April 11-13Milan, April 25-27Berlin, April 25-27Madrid, May 9-11Amsterdam, May 9-11Melbourne, May 10-11Tokyo (Makuhari), April 26-27Seoul, May 31 to June 1Hong Kong and Taipei, TBAHow do I register for a ticket?Registration is already closed, and Nintendo sent emails to those who were or weren't picked to attend the event.I didn't get a Switch 2 Experience ticket. How do I get on the waitlist?According to theNintendo Switch 2 Experience page, waitlists will be available starting on Jan. 29 at 1 p.m. PT/4 p.m. ET. Spots on the waitlists are available on a first-come, first-serve basis. Like with registration, a free Nintendo account is required.What will be shown at the Nintendo Switch 2 Experience event?We don't know the details yet. The likely scenario is that people with tickets will be able to try out the Switch 2 for an undisclosed amount of time, with different games available to play.Nintendo hasn't provided details on when the Switch 2 will officially be available, or the price.
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  • These Are the Best Smart Devices for Amazon Alexa in 2025
    www.cnet.com
    Amazon Alexa can do it all, from controlling smart devices to playing music or answering your questions. These are the top Alexa smart devices for 2025.
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  • Snake Facts for the Lunar New Year
    www.scientificamerican.com
    January 28, 20255 min readCelebrate Lunar New Year with 7 Snake FactsIn honor of the Year of the Snake, lets appreciate the strange anatomy and evolution of these slithery reptilesBy Allison Parshall edited by Dean VisserBlue Insularis snake. Ikhsan Yohanda/Getty ImagesAs the new moon rises this week, it ushers in a new year on the lunar calendar used by many cultures across East and Southeast Asia. On the Chinese zodiacs 12-year lunar cycle, 2025 is the Year of the Snakean animal that symbolizes wisdom and change.These limbless reptiles can be found on every populated continent, thanks to an evolutionary big bang some 125 million years ago. There are more than 3,000 snake species, with incredible variation among them. Some of the animals are smaller than an earthworm, while others are longer than a pickup truck. Some are harmless to humans, whereas others are venomous. And the ecological roles they play as critical pest controllers and nutrient cyclers are often underappreciated. So as we look to the year ahead, lets give our odd, wriggly friends some appreciation.Shimmying SerpentsOn supporting science journalismIf you're enjoying this article, consider supporting our award-winning journalism by subscribing. By purchasing a subscription you are helping to ensure the future of impactful stories about the discoveries and ideas shaping our world today.Snakes signature move is the slither. But they can also scrunch forward like an inchworm or launch themselves from a coiled position to leap or strike. And a few years ago scientists discovered another, stranger method of snake movement: lasso locomotion. Researchers were testing ways to keep brown tree snakes away from birds nests in Guam. They put wide metal cylinders at the bottom of poles, expecting this to deter the snakes, which generally need to wrap themselves twice around a pole or tree trunk to climb it with their normal, accordionlike concertina locomotion.Instead the team found that snakes were literally tying themselves into knots to surpass the barriers. The reptiles would wrap their tail just once around the barrier and then hook the tip around their body. This created a sort of lasso shape that the snakes could use to shimmy up the poleever so slowly but effectively.Thermal VisionPythons, boas, pit vipers, and more can hunt in total darkness. They sense prey animals not only by smell but also by the heat their quarry emanates. These snakes so-called pit organs enable them to see this heat; the organs act like a thermal camera that allows the reptiles to home in on a target.Pit organs are membrane-covered divots near a snakes nostrils. Infrared radiation emanating from potential prey heats up the membrane, which causes it to thicken and changes the small electric charge that runs across the membranes outer surface. That voltage change gets passed to nerve cells, which send the information to the brain.Open WideSnakes generally dont chew their food. Instead they swallow prey whole and slowly digest it over the course of days. Burmese pythons, for example, can spend an entire week digesting a single meal. While they normally eat smaller mammals like rodents, these pythons have also been spotted consuming comparatively enormous alligators and deer. They can open their mouth four times wider than their skull.This impressive feat comes down to some stretchy skin and tissue. Contrary to popular belief, snakes dont unhinge their jaws to consume big prey. Their lower jaw is actually made of two unfused halves that are connected by stretchy tissue, a design that allows them to flare the halves of their lower jawbone out to the sides. Burmese pythons can open up particularly wide because of the extra-flexible tissue in their jaw.Venom GroovesThere are more than 3,000 species of snakes, and more than 600 of them are venomous. These snakes fangs are shaped with chilling efficiency to deliver the maximum venom load into their prey. This adaptation evolved multiple times, each time starting with the ridges that anchor snakes teeth to their jaws. In venomous snakes, these ridges grew longer, eventually becoming a groove that allows venom to flow from the gland to the tip of the fangand right into the prey.Dual AnatomySnakes external reproductive organs come in pairs. Males have two penises, and females have two clitorises. In females, these organs had long been mistaken for scent glands.Technically called hemipenes, the male organs are usually held inside the body and turned inside outexcept during copulation, when the hemipenes are everted outside the body. In some snake species, the dual penises are covered in spikes or hooks.Prehistoric GiantsTodays longest snake species is the reticulated python, which usually reaches 13 to 16 feet long. In rare cases, they can top 20 or even 30 feet.But these would seem puny compared with some of the snake species that slithered on Earth millions of years ago. Last year researchers published their discovery of Vasuki indicus, a snake from 47 million years ago that stretched to an estimated 36 to 49 feet. The fossilized remains of 27 vertebrae had been discovered 20 years prior in a coal mine in Gujarat, India. Researchers had initially assumed these bones came from a prehistoric crocodile species.The length estimates for Vasuki indicus, named after the serpent king Vasuki of Hindu folklore, would put it on par with Titanoboa cerrejonensis, another titan from 60 million years ago, whose fossilized remains were discovered in Colombia.Python InvasionA few years ago Florida made it illegal to keep a Burmese python as a pet. Thats because these snakes have become an invasive scourge in the Everglades, where they have severely reduced the populations of many local species of mammals. The states population of these pythons, which are native to Southeast Asia, descended from escaped or released pets. In 1992, for example, Hurricane Andrew destroyed a python breeding center and resulted in many of the snakes getting out into the wild. For the past decade, the Florida Fish and Wildlife Service has held an annual competition called the Florida Python Challenge. Last years winner captured 20 of the reptiles and a $10,000 prize.These giant snakes, which are usually between six and nine feet long, can be very difficult to find despite their growing numbers. On Key Largo, they hide in the natural pores of the Swiss-cheese-like local bedrock. Researchers once found a 12-foot python by following the GPS collar of an opossum they had been studyingwhich had become the snakes dinner.Though the Everglades are now solidly python territory, theres more hope for the Florida Keys farther south. Were still relatively early in the invasion front on the Keys, says Michael Cove, a conservation ecologist for the opossum project and a research curator of mammalogy at the North Carolina Museum of Natural Sciences. There is still the potential for management before its too late.
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  • 11 Best Mattress Toppers in 2025 for a Great Nights Rest
    www.architecturaldigest.com
    How comfortable is the mattress topper on a scale of 1 to 10?Working with a stiff mattress, I was skeptical about how much of a difference in comfort a mattress topper could make, but this small but mighty addition brought the comfort of my bed from what I would say is a 4 to a 9 out of 10.Best Lightweight Mattress Topper: Coyuchi Washable Wool Filled Mattress TopperNashia BakerNashia BakerNashia BakerCoyuchi Washable Wool Filled Mattress TopperUpsidesSoft blend between organic cotton and a wool-blend fillingAiry feelMachine washableDownsidesLess ideal for side sleepers who like a dense, plush feelSpecsMaterial: Shell: Organic cotton; fill: NATIVA wool and plant-based battingThickness: N/ATrial period and warranty: N/AReviewer: Nashia Baker, senior commerce editorWhat was the set up like for this mattress topper?The set up was smooth for me. The shipment was delivered in a lightweight box that I could easily move into my space. Upon unboxing, the mattress topper came in a bag with straps that made it easy to carry. Im happy to have the bag on hand to help transport the mattress topper for machine washing and keep it stored if Im not using it.What do you love about this mattress topper?I love the mattress toppers light weight and luxe feel. Its simple to drape over my bed, and I appreciate that I can toss it in the washer and dryer for easy maintenance. I also like that its hypoallergenic, temperature regulating, and made entirely of organic ingredients to keep my sensitive skin soothed.The built-in elastic straps have been incredibly helpful to keep the mattress topper in place on my bed. The wool batting makes it cozy, and the sateen shell gives it a smooth feel on top. Since this mattress topper is less of a high density pick, I would recommend it for someone who likes a firm feel for their sleep experience.Whats it like sleeping on this mattress topper?Ive slept comfortably with this mattress topper on my bed. My mattress is on the firmer side, so if you like an extra-plush feel as you sleep, you might want to consider a mattress topper option that is a bit thicker.How comfortable was the mattress topper on a scale of 1 to 10?8Best Organic Mattress Topper: Woolroom Woolly Sprung Mattress TopperZo SessumsZo SessumsZo SessumsWoolroom Woolly Sprung Mattress TopperUpsidesMedium-firm plushnessMade entirely of earth-friendly British woolDownsidesSpot clean onlySpecsMaterial: British woolThickness: 3.5 inchesTrial period and warranty: 100-night sleep trialReviewer: Zo Sessums, senior digital design editorWhat was the set up like for this mattress topper?Set up was quite easy. The topper came rolled up. It was fairly heavy, though manageable for one strong person. I would recommend two people for added ease, but all you have to do is unwrap and plop on your bed.What do you love about this mattress topper?The mattress topper has a sturdy edge and an elastic strap, so even though I find it is heavy enough to stay in place on your mattress, the straps add an extra bonus in keeping it in place. The cotton case is sturdy like a canvas, while still being quite soft. I also like that the quilting of the top feels like it adds another layer of longevity.Aside from the added comfort and softness this topper adds to my mattress, I appreciate the sustainability Woolroom focuses on with their products. Its comforting to know that the material Im pressed against for so many hours of each day has care and consideration built in. The company hand-selects traceable British wools, which have been sourced through their exclusive Wool ID program. Plus, they dont use any chemicals in their wool.Whats it like sleeping on this mattress topper?My sleep experience is great with the addition of this topper on my bed. It has just the right amount of added softness to balance out my firm mattress, plus the temperature regulating quality is ideal for me (hot sleeper in a cold environment).How comfortable was the mattress topper on a scale of 1 to 10?9More Mattress Toppers We LoveParachute Down Mattress TopperParachute Down Mattress TopperUpsidesPlush to the touchMade of all-natural materialsDownsidesDry clean onlySpecsMaterial: 85% down, 15% down and feather fibersThickness: 3 inchesTrial period and warranty: N/AThis 550-fill power feather topper offers two layers of down and feathers for maximum support, which is distributed evenly with a three-dimensional baffle box stitching and encased in a cotton shell.Saatva Graphite Memory Foam Mattress TopperSaatva Graphite Mattress TopperUpsidesBreathable, cooling fabricContours for a body-hugging feelDownsidesLess ideal for sleepers who like a firm feelSpot clean onlySpecsMaterial: Graphite-infused memory foam and organic cotton blend coverThickness: 3 inchesTrial period and warranty: 180-night sleep trial and one-year warrantyHot sleepers will love this one: Its one of the best cooling mattress toppers thanks to its graphite material. Graphite draws heat away from the body, and the organic cotton cover also helps keep you cool while you sleep. If its not quite cool enough for you, not to worrySaatva offers a 180-night trial period for you to really figure out if this is the topper for you. Otherwise, pair it with cooling bed sheets, and youll have the sweetest sleep, even in the height of summer!Avocado Eco Organic Mattress TopperAvocado Eco Organic Mattress Topper, Queen SizeUpsidesTargeted pressure-point technologyDifferent thickness and comfort options available to customize your sleep setupDownsidesSpot clean onlySpecsMaterial: Organic latexThickness: 2 or 3 inchesTrial period and warranty: 100-night sleep trial and one-year warrantyAvocado mattresses are already pretty comfortable (AD contributor Katy Olson says in her review of the brands mattress-in-a-box that theyre especially good for those who look for a firmer mattress). But if you want to make them even more comfy, the organic mattress company also sells mattress toppers, including this latex mattress topper. Made of two inches of 100% GOLS-certified organic latex and encased in a 100% GOTS-certified organic cotton cover with a hidden zipper, the topper will add an extra bit of plushness and is one of the more affordable options the brand has to offer.Tempur-Pedic Tempur-Adapt Mattress TopperTEMPUR-Adapt TopperUpsidesRemovable and machine washable coverMoisture-wicking technology for hot sleepersDownsidesPriceySpecsMaterial: Patented TEMPUR ES materialThickness: 3 inchesTrial period and warranty: 10-year warrantyThis three-inch mattress topper is designed with pressure points, pain relief, and comfort in mind. It molds to your body and reduces the force of the mattress. As a bonus, this super comfortable mattress topper has a removable cover that you can wash (just make sure you dont wash the entire topper).Buffy Plushy Mattress Protector
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