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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

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

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

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

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

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 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

Missionaries Are Targeting Isolated Tribes in Brazil With Solar-Powered Audio Devices, Investigation Finds

If you thought the age of Christian missionaries traveling the world to spread the word of God and evangelize locals was over, think again—they’ve just gotten sneakier. A recent investigation by The Guardian and the Brazilian newspaper O Globo reveals that missionaries have left solar-powered audio devices in Brazil’s Javari valley, near the Peruvian border, in an attempt to evangelize isolated or recently contacted Indigenous Amazonian people. The devices play biblical readings in Portuguese a

Show HN: Terminal-Bench-RL: Training long-horizon terminal agents with RL

🤓 Terminal-Bench-RL: Training Long-Horizon Terminal Agents with Reinforcement Learning TL;DR: I successfully built stable RL training infrastructure that scales to 32x H100 GPUs across 4 bare metal nodes for training long-horizon terminal-based coding agents. In doing so, I developed Terminal-Agent-Qwen3-32b to become the highest scoring Qwen3 agent on terminal-bench . WITHOUT training! (currently under submission): Unfortunately I am too GPU poor to train a SOTA coding agent 😅 (estimated £30

Think you can tell a fake image from a real one? Microsoft's quiz will test you

Through the looking glass: When AI image generators first emerged, misinformation immediately became a major concern. Although repeated exposure to AI-generated imagery can build some resistance, a recent Microsoft study suggests that certain types of real and fake images can still deceive almost anyone. The study found that humans can accurately distinguish real photos from AI-generated ones about 63% of the time. In contrast, Microsoft's in-development AI detection tool reportedly achieves a

‘Urban Legend’ Has ’90s Nostalgia and Folklore Frights Worth Revisiting

Scream arrived in 1996, revitalizing slasher movies and ushering in a rush of imitators—much like Halloween and Friday the 13th did during the genre’s first wave in the late 1970s and early ‘80s. Now we’re in a third wave, with Scream’s successful return and the recent releases of brand-new movies in the late ‘90s-early 2000s I Know What You Did Last Summer and Final Destination series. A few months ago, 1998’s Urban Legend—which spawned two sequels you’ve never heard of—was tapped with the res

Pokemon Legends: Z-A Gives Us First Look at Mega Dragonite, Wild Mega Evolutions

Pokemon Legends: Z-A is bringing back mega evolutions, the battle gimmick that first appeared in the X and Y games, but is also bringing us new twists, including brand-new mega evolutions. A recent Pokemon Presents video walked us through a few different features of the game, including the new and returning mechanics from the series' last romp through Lumiose City. Mega evolution, which allows you to temporarily evolve certain Pokemon if they're equipped with a corresponding stone, is coming ba

Photoshop's New AI Tool Wants to Help You Spend Less Time Relighting Photos

Photoshop is getting a new dose of generative AI, Adobe announced Tuesday. Three new Firefly-powered editing tools are rolling out now, including a new photo harmonization tool, a new upscaling feature to make images sharper and updates to its AI eraser. Adobe users got a sneak peek at the harmonize tool at last fall's creator conference, Adobe Max, when it was known as Project Perfect Blend. Adobe Applied Research Scientist Mengwei Ren told CNET at the time that the tool uses AI to create new

Writer launches a ‘super agent’ that actually gets sh*t done, outperforms OpenAI on key benchmarks

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 Writer, the enterprise artificial intelligence company valued at $1.9 billion, launched an autonomous “super agent” Tuesday that can independently execute complex, multi-step business tasks across hundreds of software platforms — marking a significant escalation in the corporate AI arms race. The new Action Agent represents a fundamental s

This new Photoshop feature can boost image resolution in just one click, thanks to AI

Adobe / Elyse Betters Picaro / ZDNET Adobe Photoshop is a powerful photo-editing tool; however, learning how to use it can be daunting at first. As a result, Adobe has been sprinkling in AI features that make it easier to do more with a single click -- and today's drop is no different. Also: The best graphic design software of 2025: Feature-packed, professional tools On Tuesday, Adobe launched two new generative AI features in beta, powered by Adobe Firefly: Harmonize and Generative Upscale.

Want AI agents to work together? The Linux Foundation has a plan

MR.Cole_Photographer/Getty With the rise of AI agents, AI programs that can perform tasks for you without being explicitly told how to carry out every individual step, a problem has arisen. It's an old one in tech circles: Interoperability. How do you get AI agents to work together? One answer is Cisco's AGNTCY (pronounced "agency") project. To prevent AI agency fragmentation, Cisco has donated the AGNTCY project to the Linux Foundation. The Thai project is backed by numerous industry heavywei

Show HN: Terminal-Bench-RL: Training Long-Horizon Terminal Agents with RL

🤓 Terminal-Bench-RL: Training Long-Horizon Terminal Agents with Reinforcement Learning TL;DR: I successfully built stable RL training infrastructure that scales to 32x H100 GPUs across 4 bare metal nodes for training long-horizon terminal-based coding agents. In doing so, I developed Terminal-Agent-Qwen3-32b to become the highest scoring Qwen3 agent on terminal-bench . WITHOUT training! (currently under submission): Unfortunately I am too GPU poor to train a SOTA coding agent 😅 (estimated £30

Sam Altman Is Right: AI-Powered Crypto Scams Are Exploding

Finally, a profession that has managed to successfully integrate artificial intelligence into its workflow: Crypto scammers. According to a report from blockchain intelligence firm TRM Labs, crypto scams are up 456% over the last year, due in large part to the ability to produce deepfake audio and video clips with artificial intelligence tools—making good on OpenAI CEO Sam Altman’s recent prediction/warning that a fraud crisis is just around the corner. There’s no doubt the fraud situation is g

OpenAI’s ChatGPT Agent casually clicks through “I am not a robot” verification test

Maybe they should change the button to say, "I am a robot"? On Friday, OpenAI's new ChatGPT Agent, which can perform multistep tasks for users, proved it can pass through one of the Internet's most common security checkpoints by clicking Cloudflare's anti-bot verification—the same checkbox that's supposed to keep automated programs like itself at bay. ChatGPT Agent is a feature that allows OpenAI's AI assistant to control its own web browser, operating within a sandboxed environment with its o

Principles for production AI agents

Every now and then, people ask me: “I am new to agentic development, I’m building something, but I feel like I'm missing some tribal knowledge. Help me catch up!”. I’m tempted to suggest some serious stuff like multiweek courses (e.g. by HuggingFace or Berkeley), but not everyone is interested in that level of diving. So I decided to gather six simple empirical learnings that helped me a lot during app.build development. This post is somewhat inspired by Design Decisions Behind app.build, but

Cells that breathe oxygen and sulfur at the same time

Take a deep breath. A flow of air has rushed into your lungs, where the oxygen moves into your bloodstream, fueling metabolic fires in cells throughout your body. You, being an aerobic organism, use oxygen as the cellular spark that frees molecular energy from the food you eat. But not all organisms on the planet live or breathe this way. Instead of using oxygen to harvest energy, many single-celled life-forms that live in environments far from oxygen’s reach, such as deep-sea hydrothermal vents

Six Principles for Production AI Agents

Every now and then, people ask me: “I am new to agentic development, I’m building something, but I feel like I'm missing some tribal knowledge. Help me catch up!”. I’m tempted to suggest some serious stuff like multiweek courses (e.g. by HuggingFace or Berkeley), but not everyone is interested in that level of diving. So I decided to gather six simple empirical learnings that helped me a lot during app.build development. This post is somewhat inspired by Design Decisions Behind app.build, but

The Cells That Breathe Two Ways

Take a deep breath. A flow of air has rushed into your lungs, where the oxygen moves into your bloodstream, fueling metabolic fires in cells throughout your body. You, being an aerobic organism, use oxygen as the cellular spark that frees molecular energy from the food you eat. But not all organisms on the planet live or breathe this way. Instead of using oxygen to harvest energy, many single-celled life-forms that live in environments far from oxygen’s reach, such as deep-sea hydrothermal vents

NASA faces brain drain as thousands exit under voluntary resignation scheme

Almost 3,900 of NASA's workforce is set to leave the agency thanks to voluntary incentives, with senior staffers among those heading out the door. The figures were reportedly issued by NASA HQ on Friday. About 3,000 employees opted to take part in a second round of the agency's Deferred Resignation Program. Some 870 participated in the first round, earlier this year. The exodus has led observers to bemoan the loss of talent. Former Hubble astronaut Dr John Grunsfeld described the departures to

GLM-4.5: Reasoning, Coding, and Agentic Abililties

Today, we introduce two new GLM family members: GLM-4.5 and GLM-4.5-Air — our latest flagship models. GLM-4.5 is built with 355 billion total parameters and 32 billion active parameters, and GLM-4.5-Air with 106 billion total parameters and 12 billion active parameters. Both are designed to unify reasoning, coding, and agentic capabilities into a single model in order to satisfy more and more complicated requirements of fast rising agentic applications. Both GLM-4.5 and GLM-4.5-Air are hybrid re

Nearly 4,000 NASA Employees Quit as Part of Trump Buyouts

More than 20% of NASA’s civil workforce has elected to leave the agency since President Trump took office in January, the agency revealed on Friday, July 25. In the latest wave of resignations, thousands accepted deals through the Trump administration’s deferred resignation program. In a statement emailed to SpaceNews on Friday, NASA said about 3,000 employees applied for buyouts through a second round of the program. Earlier this year, the first round saw 870 staffers leave the agency. The nea