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From LLM to AI Agent: What's the Real Journey Behind AI System Development?

AI agents are a hot topic, but not every AI system needs to be one. While agents promise autonomy and decision-making power, simpler & more cost-saving solutions better serve many real-world use cases. The key lies in choosing the right architecture for the problem at hand. In this post, we'll explore recent developments in Large Language Models (LLMs) and discuss key concepts of AI systems. We've worked with LLMs across projects of varying complexity, from zero-shot prompting to chain-of-tho

This new foldable will outslim the Galaxy Z Fold 7, and it’s launching first!

HONOR TL;DR HONOR has announced that its upcoming Magic V5 foldable will beat the Samsung Galaxy Z Fold 7 in thinness. The company claims the phone will be the thinnest foldable smartphone in the world. The OPPO Find N5 currently holds that title with a thickness of 8.93mm. We’re rapidly heading towards Samsung’s big launch month for its next set of premium foldable phones. This year, the Galaxy Z Fold 7 is expected to be Samsung’s thinnest and biggest-screen foldable yet. But Samsung isn’t

Save $250 on the Samsung Galaxy S25 Ultra

Joe Maring / Android Authority We just reported on a really nice discount on the Samsung Galaxy S25 Edge. While really cool, the ultra-thin phone is not Samsung’s best offering. The Samsung Galaxy S25 Ultra still holds the crown, and this phone is also discounted by $250. Buy the Samsung Galaxy S25 Ultra for $1,049.99 ($250 off) This offer is available from Amazon. The discount is available for all color versions available: Titanium Black, Titanium Gray, Titanium Silverblue, and Titanium White

Mark your calendars: Samsung Galaxy Unpacked date leaks

Jonathan Feist / Android Authority TL;DR Last year Samsung introduced the Flip 6 and Fold 6 on July 10. For this year’s launch, rumors have suggested Samsung could repeat that July 10 date. Now Evan Blass instead points to July 9 for the next Unpacked. Depending on how you count it, summer is either already upon us, or just about to start in the next few days (or you live in the Southern Hemisphere, granted). And for mobile tech fans, we know by now that summer means a fresh batch of new Sam

Multiplier, founded by ex-Stripe exec, nabs $27.5M to fuel AI-powered accounting roll-ups

In late 2022, Noah Pepper, a former Stripe business lead for the Asia Pacific region, founded Multiplier, a startup that aimed to sell software to tax accounts. But soon after ChatGPT was released, he realized that AI can change how professional service firms use technology. “I realized I was barking up the wrong tree by trying to build a SaaS business, and instead I should figure out how to make these people more effective,” he told TechCrunch. The startup acquired Citrine International Tax,

DOJ seizes record $225 million in crypto tied to global 'pig butchering' scams

The Justice Department announced Wednesday the largest-ever U.S. seizure of cryptocurrency linked to so-called "pig butchering" scams that have cost victims billions globally. Federal prosecutors filed a civil forfeiture action targeting more than $225 million in cryptocurrency traced to a sprawling web of fraudulent investment platforms. Victims were tricked into believing they were investing in legitimate crypto ventures, only to be scammed by criminal networks often operating overseas. "Thi

Galaxy Watch 4’s dreaded red screen of death may be getting worse

TL;DR Samsung’s aging Galaxy Watch 4 is vulnerable to a display failure where the screen turns solid red. The only solution for affected hardware seems to be a screen replacement. While failures have been happening for years, it’s hard to ignore a recent surge in reports. It’s sure looking like we could only be just a few more weeks away from getting our formal introduction to Samsung’s next-gen smartwatches, the Galaxy Watch 8 series. And while we’re excited to check out the new design this

Attimet (YC F24) – Quant Trading Research Lab – Is Hiring Founding Engineer

You’ll be given the autonomy to do some of the best work of your life. We’re building a research lab that puts its ideas to the test in one of the most complex, information-rich environments in the world: the financial markets. Much of trading still depends on hand-crafted signals and intuition. We’re approaching it differently - from first principles. We design systems that learn, adapt, and improve with data. Our infrastructure is built to accelerate research: fast iteration loops, real-time

Game Hacking – Valve Anti-Cheat (VAC)

Intro In 2002 Valve created an Anti-Cheat solution called “Valve Anti-Cheat” aka VAC. The first game they implemented VAC into was Counter-Strike. When VAC was introduced it only operated in User Mode (Still does) meaning it runs entirely in user space and has no kernel component. Below is a list of games that use VAC.. Call of Duty: Modern Warfare 2 Call of Duty: Modern Warfare 3 Counter-Strike (video game) Counter-Strike: Condition Zero Counter-Strike: Source Counter-Strike 2 Day of Defeat

Deezer says 70% of AI music streams on its service are fake

In brief: The problem of AI-generated music on streaming platforms being "listened" to by AI is so bad on Deezer, up to seven out of every 10 streams of AI tracks are fraudulent, according to the company. The practice can be a lucrative one: in 2024, a man was arrested over claims that he conned music services out of $12 million using this method. The French streaming giant said that AI-generated music accounts for just 0.5% of streams on the platform. However, its own analysis shows that 70% o

Samsung’s Android XR headset may be ready for launch sooner than you’d think

Lanh Nguyen / Android Authority TL;DR A new report claims Samsung will hold a launch event for its XR headset on September 29, 2025. The headset will be released in South Korea on October 13, with global availability coming later. Project Moohan will be compatible with most Android smartphone and tablet apps to pad out the amount of available content. Samsung has been fairly quiet about Project Moohan since its unveiling back in January. The Android XR headset has been shown off a couple of

Samsung’s latest midrange phone is on sale for its lowest price ever

Choosing a budget Android phone typically means wading through a ton of product pages and doing spec comparisons. Of course, a simpler way through the noise is to use The Verge’s handy guide to the best cheap phones. But we’re going to make it even easier for you today with a great discounted option. The 128GB version of Samsung’s Galaxy A36 5G is currently on sale for $349.99 at Amazon, Best Buy, and Walmart. This $50 discount is enough to bring the smartphone, which launched in early 2025, dow

Your Samsung Galaxy Watch is about to get a big upgrade for free - 4 features I can't wait to try

Kerry Wan/ZDNET It won't be long before Samsung unveils its new lineup of Galaxy Watches at its July Unpacked event. Until then, the Korean tech giant is giving us some hints at what's to come on these new smartwatches with its One UI 8 Watch updates. From a running coach feature that appears to take notes from Apple Watch's "Workout Buddy" to a bedtime suggestion feature that calibrates your optimized sleep time based on activity and historical rest, here are some of the features Samsung will

Samsung could charge for new Health features, but would you hit subscribe?

Kaitlyn Cimino / Android Authority 🗣️ This is an open thread. We want to hear from you! Share your thoughts in the comments and vote in the poll below — your take might be featured in a future roundup. I’m not against paying for subscriptions. Last week, I wrote a piece about subscriptions I’ll happily pay for, especially focusing on those that add value to my daily life. However, I do have my limits. On Wednesday, Samsung’s head of digital health suggested that the company is once again cons

Galaxy Watch 8 leak reveals potential color options for all three models

Kaitlyn Cimino / Android Authority TL;DR A new leak has revealed the potential color options for Samsung’s upcoming Galaxy Watch 8 lineup. The company could offer the base Galaxy Watch 8 and the Galaxy Watch 8 Classic in two colorways. The next-gen Ultra variant may get an additional third color option. As we draw closer to Samsung’s next Galaxy Unpacked event, we’re seeing an increasing number of leaks about the upcoming Galaxy devices. Over the last few weeks, we’ve learned a few details a

Dunk City Dynasty launches Season 2 with Jayson Tatum and $10K community competition

NetEase Games is launching Season 2 of Dunk City Dynasty today, with the addition of NBA star Jayson Tatum and a community competition with a prize pool of $10,000. Titled “Championship Parade”, the second season of free-to-play NBA- and NBPA-licensed streetball game for Android and iOS introduces new basketball stars, gameplay, events, customizations and the first community competition, boasting a prize pool of $10,000. Season 2: Championship Parade introduces three new basketball stars to th

Samsung could soon put some Galaxy Watch features behind a paywall

C. Scott Brown / Android Authority TL;DR Samsung is thinking about a paid Samsung Health subscription, according to a company executive. The executive reportedly likened the offering to Fitbit Premium or Garmin Connect Plus. This news also comes as Samsung inches closer to introducing a paid tier for its Galaxy AI features. Samsung’s Galaxy Watch line offers a variety of health and fitness features, and the company is adding even more via the One UI 8 Watch update. Now, Samsung has confirmed

Pick up a Samsung SmartTag 2 tracker for only $16 right now

Engadget has been testing and reviewing consumer tech since 2004. Our stories may include affiliate links; if you buy something through a link, we may earn a commission. Read more about how we evaluate products . We live in a world filled with so much stuff. There's keys, phones, wallets — the list goes on of things that you need to hold on to every day. With this in mind, it's often a good idea to get a Bluetooth tracker for all the important things. Luckily, right now the Samsung Galaxy Smar

A New Standard for Ethical Hiring: Combining Human Judgement with AI Fairness Tools

The ability of AI-powered systems to make decisions based on complicated sets of data has introduced speed and efficiency to hiring, the loan approval process, fraud detection, and more. But has it enhanced accuracy? Many would argue no, especially those impacted by biased hiring algorithms, including employees and employers. One of the most elusive conundrums is how to fight age-based bias by AI-powered hiring systems. For the 2024 IEEE International Conference on Big Data and Smart Computing

Why SMS two-factor authentication codes aren't safe and what to use instead

kontekbrothers/Getty We've probably all received confirmation codes sent via text message when trying to sign into an account. Those codes are supposed to serve as two-factor authentication to confirm our identity and prevent scammers from accessing our accounts through a password alone. But who actually handles those SMS codes, and can those people be trusted? New reports from both Bloomberg and collaborative investigative newsroom Lighthouse Reports shed light on how and why text-based codes

Alleged Minnesota Shooter Used Data Brokers to Find Lawmakers’ Addresses

Vance Boelter, the man accused of assassinating a Democratic Minnesota state representative and shooting a state senator on Sunday, acquired the addresses of his victims and other alleged targets by using information collected by online data brokers, according to court documents obtained by Politico. According to the report, police found the names of 11 registered data brokers written in a notebook that was recovered from Boelter’s vehicle. He also allegedly wrote, “most property records in Ame

eBay and Vestiaire Collective Want an Exemption from Trump’s Tariffs

Last month, Suzanne Smith-Darley felt fantastic. She had just bought a used Chanel handbag from a Japanese seller on eBay for $800—a steal compared to the original asking price of $1,400. About a week later an email arrived that crushed her: DHL was demanding a $142 fee for US tariffs before it would deliver the well-worn medallion tote to Smith-Darley’s Atlanta doorstep. “It goes to Japan, has a whole life, and it could be in the trash literally,” she says. “I’m willing to pick it out of the tr

Gardyn Indoor Hydroponic Garden Review: Better Growing Through AI

I'm in the midst of putting together a buying guide of indoor vertical gardening systems, and the Gardyn—the 30-plant Home 4.0, to be exact—was the first tester to arrive at my house. I had it unboxed and set up within a couple of hours, lights on and water pump running. I'm already a pro! I thought. Sure enough, within a couple of weeks, all of Gardyn's proprietary seed-filled yCubes had sprouted, and a couple of weeks after that, I was harvesting bowlfuls of herbs and salad greens. Even thoug

Mastodon updates its terms to prohibit AI model training

Social networks are bolstering their terms of service against scrapers and bots that crawl the website to train AI models. Days after Elon Musk-owned X updated its terms to explicitly prohibit AI model training, decentralized social network Mastodon today updated its own rules to bar any kind of model training, as well. “We explicitly prohibit the scraping of user data for unauthorized purposes, e.g. archival or large language model (LLM) training. We want to make it clear that training LLMs on

One UI 8 is missing these 2 crucial Android 16 features, and I want them now!

Joe Maring / Android Authority Samsung pleasantly surprised us with how fast it started its Android 16 beta, especially after the mess it made with the One UI 7 rollout. One UI 8 has been a small update so far, but it makes some welcome tweaks to what we got in One UI 7’s major redesign. While it’s based on Android 16 and even has some features that Pixels don’t have access to just yet, two of my favorite additions are missing, and I really want Samsung to add them as soon as possible. Materia

Inside Samsung's Plan to Help Us Defy Aging with the Galaxy Watch

Samsung is pushing its Galaxy Watch beyond everyday health and fitness tracking and into the realm of preventive care with personalized wellness coaching and a new blood analysis feature that aims to help people fend off disease and support healthier aging. I spoke with Dr. Hon Pak, Samsung's senior vice president and head of digital health, to get a closer look at what's coming to the Galaxy Watch and how it could change how we think about wearables. "There's illness, there's cancer, and so ma

An unlikely source just confirmed the Exynos 2500 and its extraterrestrial feature

Ryan Haines / Android Authority TL;DR Satellite connectivity provider Skylo has confirmed the existence of the Exynos 2500. The chipset is expected to debut on the Galaxy Z Flip 7. The announcement notes that the Exynos 2500 will offer “better energy efficiency and higher performance.” The Exynos 2500 is expected to be Samsung’s next flagship processor, but so far, all the information available has come from rumors and leaks, except for the one time the company acknowledged its name. Surpris

Did Samsung's fitness coach just outpace Apple's Workout Buddy?

Health wearables are leaning into AI-powered health coaches and advisors, which can use all the health and fitness data they aggregate to deliver actionable insights or help the user achieve a fitness goal. Last week, Apple debuted a new AI-powered WatchOS 26 feature that will be available on Apple Watches in the coming months. Workout Buddy is the smartwatch's health coach, guiding wearers through a workout and providing historical stats, encouragement, and more. Also: Your Galaxy Watch is ge

The best Android phones of 2025: Expert tested and reviewed

The best Android phones in 2025 feature different models from multiple brands. That's the beauty of the current phone market, which spans from the best foldable phones, like the Google Pixel 9 Pro Fold and Samsung Galaxy Z Fold 6, that challenge the status quo, to cheap phones, like the CMF Phone 2 Pro and Google Pixel 9a, that cater to consumers on a budget. Just last month, Samsung kicked off the thin-phone craze with the Galaxy S25 Edge, and I expect other phone makers to follow suit in 2025.

Samsung Galaxy S25 Edge truly discounted for the first time

Ryan Haines / Android Authority We’ve seen some Samsung Galaxy S25 Edge deals already, but there haven’t been any actual discounts until today. Instead, you would get a storage upgrade or a free gift card. This is the first time we’ve seen the Samsung Galaxy S25 Edge price reduced, and you can take it home at a $44 discount. Buy the Samsung Galaxy S25 Edge for $1055.99 ($44 off) This offer is available from Amazon. Just know that the discount only applies to the Titanium Jetblack and Titanium