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Show HN: An AI agent that learns your product and guides your users

Hey HN! My name is Christian, and I’m the co-founder of https://frigade.ai . We’ve built a powerful AI agent that automatically learns how to use any web-based product, and in turn guides users directly in the UI, automatically generates documentation, and even takes actions on a user’s behalf. Think of it as Clippy from the old MS Office. But on steroids. And actually helpful. You can see the agent and tool-calling SDK in action here: https://www.youtube.com/watch?v=UPe0t3A1Vpg How is this di

YouTube's Age-Estimation Tech Will Spot Kids Pretending to Be Adults. Here's How It Works

If kids are lying about their age, YouTube will know about it. Or at least will try its best to find out. The streaming service announced Tuesday it's rolling out age-estimation technology that will use various data to determine if someone is under the age of 18, and then use that signal "to deliver our age-appropriate product experiences and protections." Basically -- assuming it works as it should -- kids will not be able to access what YouTube deems as age-restricted content. Google, YouTub

Google is using AI age checks to lock down user accounts

is a news writer who covers the streaming wars, consumer tech, crypto, social media, and much more. Previously, she was a writer and editor at MUO. Google will soon cast an even wider net with its AI age estimation technology. After announcing plans to find and restrict underage users on YouTube, the company now says it will start detecting whether Google users based in the US are under 18. Age estimation is rolling out over the next few weeks and will only impact a “small set” of users to sta

Superhot geothermal energy could unearth big power boost for the AI era

Geothermal energy has been used for thousands of years, powering heating systems as early as the 14th century. It's getting a big upgrade. Beyond geothermal, there's superhot geothermal, which uses ultra-deep drilling to access extremely hot rocks, extracting 5 to 10 times more power per well. Quaise Energy, a Massachusetts-based startup, is in the market developing the technology, which involves an electromagnetic beam that vaporizes rock. The company's systems are able to reach superhot geot

Google Chrome is testing iOS-like page transitions on Android, and you can try it out now

Rita El Khoury / Android Authority TL;DR Google Chrome is testing a predictive back feature that previews the previous page, preventing users from accidentally navigating away. Leveraging Android’s built-in functionality, the preview shows the prior page in your history, but a gray screen if it’s returning home. The feature is currently in A/B testing in Chrome’s stable version, but users can enable it manually via feature flags. Accidentally exiting an app can be frustrating, especially whe

iOS 18.6 has important security fixes, here are the full details

Apple has just released iOS 18.6, the latest iPhone update for users. Though anyone hoping for big new features will have to wait for iOS 26 this fall, today’s new iOS 18.6 release does provide a host of important security fixes. Here are the full details. We all have our own reasons for installing iOS updates. For some, it’s compelling new features we want to try. For others, the need to stop our iPhone from bugging us with pop-up alerts. Whatever your reason, iOS 18.6 is recommended for all

Apple patches security flaw exploited in Chrome zero-day attacks

Apple has released security updates to address a high-severity vulnerability that has been exploited in zero-day attacks targeting Google Chrome users. Tracked as CVE-2025-6558, the security bug is due to the incorrect validation of untrusted input in the ANGLE (Almost Native Graphics Layer Engine) open-source graphics abstraction layer, which processes GPU commands and translates OpenGL ES API calls to Direct3D, Metal, Vulkan, and OpenGL. The vulnerability enables remote attackers to execute

Judge Accuses Elon Musk and Sam Altman of ‘Gamesmanship’ in Court

Elon Musk scored a small win in court on Tuesday in his case against Sam Altman, but the judge wasn’t impressed with either side’s tactics, reprimanding them for “gamesmanship.” Calling out both sides for having “repeatedly over-litigated the case,” U.S. District Judge Yvonne Gonzalez Rogers granted Musk’s motion to strike several of Altman’s defenses. This is the latest in Musk’s ongoing feud with Altman. Musk originally filed the lawsuit last year in a federal court in Northern California, a

How to Watch Panathinaikos vs. Rangers From Anywhere for Free: Stream Champions League Qualifier Soccer

Glasgow Rangers will aim to move a step closer to playing in European football's biggest competition today. The club takes a two-goal advantage to the Olympic Stadium in Athens in this second qualifying round, second-leg clash against Panathinaikos. Below, we'll outline the best live TV streaming services to use to watch this match as it happens, wherever you are in the world, and how to use a VPN if the game isn't available where you are. Former Scotland international Russell Martin kicked of

Ninja Gaiden: Ragebound Is a Forgettable Chapter in the Series' Legacy

It looks like 2025 is the "Year of the Ninja." Assassin's Creed: Shadows was one of the big hits of the year's first half, a new Shinobi game is on the way, and Ninja Gaiden fans are being treated to a full trilogy: Ninja Gaiden 2 Black, released in January, Ninja Gaiden 4, arriving later this year and Ninja Gaiden: Ragebound, arriving Thursday. However, based on my experience, you might want to skip this installment: It's charming but far from satisfying. Ninja Gaiden Ragebound is a 2D side-sc

Flaw in Gemini CLI coding tool could allow hackers to run nasty commands

Researchers needed less than 48 hours with Google’s new Gemini CLI coding agent to devise an exploit that made a default configuration of the tool surreptitiously exfiltrate sensitive data to an attacker-controlled server. Gemini CLI is a free, open-source AI tool that works in the terminal environment to help developers write code. It plugs into Gemini 2.5 Pro, Google’s most advanced model for coding and simulated reasoning. Gemini CLI is similar to Gemini Code Assist except that it creates or

Ready or not, age verification is rolling out across the internet

is a news writer who covers the streaming wars, consumer tech, crypto, social media, and much more. Previously, she was a writer and editor at MUO. On July 25th, the UK became one of the first countries to widely implement age verification. Its Online Safety Act requires sites hosting porn and other content deemed “harmful” — including Reddit, Discord, Grindr, X, and Bluesky — to verify that users are over the age of 18. The early results have been chaotic. While many services have complied, so

Adobe Photoshop new "Harmonize" tool uses AI to blend images with pro-level realism

The big picture: As generative AI reshapes creative workflows across industries, Adobe has rapidly evolved Photoshop to meet the growing demand for advanced AI tools. Complex editing tasks once reserved for professionals are now accessible to casual users. These changes in Photoshop also reflect a broader shift in software capabilities and how creativity could be redefined in an AI-augmented design landscape. At the heart of this release is Harmonize, a compositing feature that streamlines a pr

OpenAI's ChatGPT Agent Clicks "I Am Not a Robot" Button Without a Wink of Irony

Amid the launch of OpenAI's new ChatGPT Agent, Redditors found something odd: that the AI will gladly click its way through a test meant to distinguish between humans and robots — by identifying itself as the former. Spotted by Ars Technica, this hilarious — if not foreboding — occurrence was documented on the r/OpenAI subreddit, where a user posted screenshots of ChatGPT Agent "causally clicking the 'I am not a robot' button.'" As Ars notes, the screenshots were taken from inside the ChatGPT

C8 Health started with an AI that gives anesthesiologists guidance on demand — now it’s targeting whole hospitals

Want smarter insights in your inbox? Sign up for our weekly newsletters to get only what matters to enterprise AI, data, and security leaders. Subscribe Now Medicine is one of the most highly regulated fields in the world, and for good reason — the difference between doing a process correctly and incorrectly can often be that of life or death. But think of the many people involved in providing care at hospitals: it’s not just doctors and nurses, but also the entire medical support staff who ha

Mark Zuckerberg says ‘developing superintelligence is now in sight,’ shades OpenAI and other firms focused on automating work

Want smarter insights in your inbox? Sign up for our weekly newsletters to get only what matters to enterprise AI, data, and security leaders. Subscribe Now After hiring away numerous top AI researchers from the likes of OpenAI, Google, and Apple and dangling multi-hundred million-dollar (or in one case, reportedly a billion-dollar) pay packages in a recruitment spree that’s shaken the tech industry, Meta co-founder and CEO Mark Zuckerberg is sharing more about his vision for “superintelligence

An EPA rule change threatens to gut US climate regulations

The proposed rule will go up for public comment, and the agency will then take that feedback and come up with a final version. It’ll almost certainly get hit with legal challenges and will likely wind up in front of the Supreme Court. One note here is that the EPA makes a mostly legal argument in the proposed rule reversal rather than focusing on going after the science of climate change, says Madison Condon, an associate law professor at Boston University. That could make it easier for the Sup

Mark Zuckerberg shares a confusing vision for AI 'superintelligence'

Mark Zuckerberg has spent the last several months and several billion dollars recruiting prominent AI researchers and executives for a new "superintelligence" team at Meta. Now, the Meta CEO has published a lengthy memo that attempts to lay out his big plan for using the company's vast resources to create "personal superintelligence." In the memo, which reads more like a manifesto than a strategic business plan, Zuckerberg explains that he's "extremely optimistic that superintelligence will hel

Launch HN: Lucidic (YC W25) – Debug, test, and evaluate AI agents in production

Hi HN, we’re Abhinav, Andy, and Jeremy, and we’re building Lucidic AI ( https://dashboard.lucidic.ai ), an AI agent interpretability tool to help observe/debug AI agents. Here is a demo: https://youtu.be/Zvoh1QUMhXQ. Getting started is easy with just one line of code. You just call lai.init() in your agent code and log into the dashboard. You can see traces of each run, cumulative trends across sessions, built-in or custom evals, and grouped failure modes. Call lai.create_step() with any metad

The most powerful gaming handheld chipset will soon ship in this ‘budget’ handheld

AYANEO TL;DR AYANEO has revealed specs for the first device from its new sub-brand, the KONKR Pocket FIT. It packs with the most modern and powerful chipset for handhelds and a 8,000mAh battery. Pricing and launch dates have not been revealed, but it might be the best intro to high-performance emulation on the market. AYANEO made waves in the retro gaming handheld community when it announced a cheaper sub-brand called KONKR earlier this week, but it wasn’t immediately clear what pricing segm

Leak Reveals Colors for Entire iPhone 17 Lineup, Including a Bold Orange for the 17 Pro

Looks like the iPhone 17 Pro won’t come in sky blue after all. Long-time iPhone leaker Sonny Dickson has shared what he claims are dummy models for the entire iPhone 17 lineup expected to be announced in September. Notably, there’s a new non-boring orange color for iPhone 17 Pro and 17 Pro Max. God, please be real! As you can see in his X post, there’s an orange shade of the iPhone 17 Pro/17 Pro Max alongside the less flashy black, white, and navy blue. As I’ve said before, Apple desperately ne

Runloop lands $7M to power AI coding agents with cloud-based devboxes

Want smarter insights in your inbox? Sign up for our weekly newsletters to get only what matters to enterprise AI, data, and security leaders. Subscribe Now Runloop, a San Francisco-based infrastructure startup, has raised $7 million in seed funding to address what its founders call the “production gap” — the critical challenge of deploying AI coding agents beyond experimental prototypes into real-world enterprise environments. The funding round, led by The General Partnership with participati

How email tracking works behind the scenes

Phone numbers leak more info than you might expect. They tell, based on country and area code, where the caller’s located—or at least where their phone number was registered. The caller’s name is likely to pop up on caller ID, and their carrier may be discoverable with a quick lookup. One could infer that the caller is awake and available at the time of the call. And if the callee answers, one can also infer that they are available—that they heard the call, saw the info, and decided to still tak

VPN use soars in UK after age-verification laws go into effect

After the United Kingdom’s Online Safety Act went into effect on Friday, requiring porn platforms and other adult content sites to implement user age verification mechanisms, use of virtual private networks (VPNs) and other circumvention tools spiked in the UK over the weekend. Experts had expected the surge, given that similar trends have been visible in other countries that have implemented age check laws. But as a new wave of age check regulations debuts, open Internet advocates warn that th

YouTube is using AI to verify user age based on viewing habits

In brief: YouTube is expanding its use of AI to determine if someone is 18 years old or older in the US. The platform is using machine learning to assess user behavior and estimate a person's age based on the content they watch and search for. YouTube writes that it will use AI to determine if a signed-in user is over or under 18 based on the types of videos they search for, the categories of videos they have watched, or how long they have held an account – regardless of what birthday they put

Samsung is making a big mistake with the Galaxy S26 series

Yesterday, my Android Authority colleagues broke the news that Samsung might be shaking up the Galaxy series with the S26 next year. According to our sleuthing, the three product names for the upcoming phones will be Galaxy S26 Pro, Galaxy S26 Edge, and Galaxy S26 Ultra. And wow, do these tell a story or what? The Ultra is here to stay, clearly. As the crown jewel of the series, it’s predicted to have a massively upgraded main camera, faster charging, Qualcomm’s highest-end Snapdragon Elite pro

Wallpaper Wednesday: More great phone wallpapers for all to share (July 30)

C. Scott Brown / Android Authority Welcome to Wallpaper Wednesday! In this weekly roundup, we’ll give you a handful of Android wallpapers you can download and use on your phone, tablet, or even your laptop/PC. The images will come from folks here at Android Authority as well as our readers. All are free to use and come without watermarks. File formats are JPG and PNG, and we’ll provide images in both landscape and portrait modes, so they’ll be optimized for various screens. For the newest wall

Tesla picks LGES, not CATL, for $4.3 billion storage battery deal

Tesla has a new battery cell supplier. Although the automaker is vertically integrated to a degree not seen in the automotive industry for decades, when it comes to battery cells it’s mostly dependent upon suppliers. Panasonic cells can be found in many Teslas, with the cheaper, sturdier lithium iron phosphate (LFP) battery cells being supplied by CATL. Now Tesla has a new source of LFP cells thanks to a deal just signed with LG Energy Solutions. According to The Korea Economic Daily, the contr

The Samsung Galaxy Watch 8 is stuck in a familiar orbit

is a senior reporter focusing on wearables, health tech, and more with 13 years of experience. Before coming to The Verge, she worked for Gizmodo and PC Magazine. If last year’s Samsung Galaxy Watch 7 was tried and true, this year’s Galaxy Watch 8 is a bit more like tried and fine. This isn’t overtly bad. Most smartwatch newbies will be delighted by the $349.99 Galaxy Watch 8 — provided they can stomach the new squircle design. It’s more that if you’ve been a fan of Samsung smartwatches, it fe

How can enterprises keep systems safe as AI agents join human employees? Cyata launches with a new, dedicated solution

Want smarter insights in your inbox? Sign up for our weekly newsletters to get only what matters to enterprise AI, data, and security leaders. Subscribe Now You thought generative AI was a technological tidal wave of change coming for enterprises, but the truth is — at 2.5 years since the launch of ChatGPT — the change is only getting started. A whopping 96% of IT and data executives plan to increase their use of AI agents this year alone, according to a recent survey from Cloudera covered by C