Date: 2026-08-17 | Generated: 20:46:48
In this article, you will learn seven concrete regression tests for catching the orchestration-layer failure modes that matter most before deploying an AI agent to...
AI is reshaping cybersecurity for attackers and defenders alike. Learn how OpenAI is strengthening its defenses and what security teams can do now.
OpenAI joins PORTS-Pike project, expanding community investment and supporting thousands of Southern Ohio jobs
OpenAI funds 14 independent projects exploring new AI policy ideas to expand economic opportunity and strengthen societal resilience in the Intelligence Age.
Developers can now ask Claude to inspect a production voice agent, revise its system prompt, change the voice entirely, or The post Claude can now delete your production voice agent from a chat window appeared first on The New Stack.
Earlier this month, Vercel released Agent Plugins 1.0.0 with core maintainers from AWS, Cursor, Microsoft, and OpenAI. Google announced the The post Anthropic defined the standards inside Agent Plugins. So why isn’t it helping govern the format? appeared first on The New Stack.
The independence developers gain from open weights comes with a hard infrastructure ceiling, according to Anthropic CEO Dario Amodei. “AI The post “Open weights are nowhere near a sufficient solution”: Dario Amodei fires back on AI power appeared first on The New Stack.
Technology journalist Darryl K. Taft led a long and successful career at several first-rank tech publications and was a highly The post TNS journalist Darryl K. Taft leaves a legacy of respected work and quiet integrity appeared first on The New Stack.
Have you ever watched a generated SQL refactor run faster and assumed it must be correct? That assumption breaks down when the speedup comes from an inner join that silently drops rows the old left join preserved. The output still looks plausible because every displayed row has a customer name, so a quick smoke test misses the loss. I treat a generated query change as a patch, not a proof, until a differential check compares the old and new result sets. Disclosure: This article was prepared as p...
A single wrong severity label can push a bad dependency upgrade into production. An advisory said "moderate." The package in our tree was critical. The model guessed low. I did not trust the model after that. I wanted a repeatable accuracy test. So I built one. I ran the test through MonkeyCode's free model access and free server option. Disclosure: This article was prepared as part of MonkeyCode's product outreach. The Problem With Advisory Summaries Advisory text is messy. Vendors use differen...
DeepSeek vs Qwen vs Kimi vs GLM: A Cloud Architect's Take I've been running LLM workloads in production for the better part of three years now, and the past twelve months have been wild. The Chinese AI ecosystem went from "interesting curiosity" to "legitimate alternative to OpenAI and Anthropic" faster than I could rebuild my Terraform modules. When a client asked me last quarter which Chinese model family they should standardize on for a multi-region deployment handling 12M requests per day, I...
Every AI coding agent I have used will happily start writing code from a one-line request. "Build a task management CLI" leaves the data model, storage, priority rules, and ID scheme for the model to guess, and each guess is defensible and wrong. You find out three files into review, and the fix costs a rewrite instead of an answer. An ambiguity gate is the opposite default: the system measures how vague your request still is, and refuses to freeze a spec until the number clears a threshold. Thi...
Every device on the internet is reachable through an IP address. Behind each address hides a story: a country, an organization, a network operator, and sometimes a threat actor. Reading that story quickly is one of the most useful skills a security analyst, developer, or IT professional can have. The four fields that matter When you look at any IP address, four questions decide everything: Who owns it? The ASN and ISP tell you if it's a residential provider, a hosting company, a mobile carrier, ...
Strong Google rankings remain valuable, but they are not a direct measure of whether a brand will be surfaced, cited, or recalled in LLM-driven search experiences. Fractl's Generative Engine Optimization research examines this gap through a large analysis of keywords, verticals, and domains, framing AI visibility as a distinct discipline rather than a simple extension of conventional SEO. The important distinction is practical. Traditional SEO seeks visibility in search engine results pages, whi...
A Node.js service tries to send bulk event notifications for a generated media report, but the page says report_delivery_unknown after its email worker completes. The worker dashboard is green. That is almost useless at 3am, because it answers whether code ran rather than whether the report reached anyone. Short answer: send bulk event notifications through an idempotent queue worker, render the attachment message from a template revision owned by your application, and use a cron poller to recon...
Hey RPG community! I wanted to share a tool I built for my tabletop sessions — Arcane-Dice. Inspired by the immersive dice rolling experience in Baldur's Gate 3, I built this web-based 3D dice roller app to bring that same feeling to any browser. Features: Physics-based Rolling: Real 3D dice using Three.js and Cannon.js. Immersive Effects: Sound effects and animations to make every roll feel impactful. Easy Integration: Ready to be used in any web-based tabletop tool. Tech Stack: React Three.js ...
At 1:30 a.m., the user group blew up: "Why did the AI forget my dietary restriction again?" I dragged myself out of bed and checked. The memory "no cilantro" was still in the memory store, but top-k recall just didn't include it. Manually comparing 20 memories took 30 minutes. As my eyelids grew heavy, it hit me: this kind of regression testing should have been automated long ago. Breaking Down the Problem A typical LLM memory pipeline looks like this: conversation -> extract memory -> vectorize...
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I posted this video a few years ago showing how to use the YouTube API and it's still working! I have the title of the video and it's thumbnail auto update based on views. It's almost at 1k submitted by /u/jarreed0 [link] [comments]
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I made a video explaining a concept I love called macros, which allow you to add your own syntax to a language. Languages like Rust, Lean, and lisp have them. The goal with the video is to make you feel like you could've discovered macros yourself. I'm new at making educational content like this, but I'm planning on making many more programming language videos like this one on my channel. Any thoughts, constructive criticism, or advice is more than welcome! Hope you all enjoy submitted by /u/qua...
I recently discovered that Pony's still alive. I had discovered Pony a few years ago while browsing tech forums. Its focus on memory safe & lock-free MT was interesting. I kept up with the weekly development for a brief period but then kind of forgot about the language until recently when I rediscovered it when I was chatting about Crystal's MT. I just wanted to share the latest blog post here in case someone else remembers this language. Looks like the development has been progressing steadily....
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Its success has allowed Grey Alien Games to reach out to more Steam players than ever.
The indie publisher has been established by a group of Critical Reflex, Gaijin Entertainment, and Nozomu Games veterans.
I choose you.
The toy company wants to develop, publish, and operate video games based on its sprawling brand portfolio.
The official Fortnite Twitter account appeared to unveil the battle pass lineup for its upcoming retro-gaming-themed season on Monday morning. But, even though the season trailer teased several new collab skins from other video games--like Crash Bandicoot and Mega Man--it looks the Chapter 7 Season 4 battle pass will have Sonic the Hedgehog as its only collab skin when the new season kicks off on Thursday. It is possible, and maybe even likely, that Epic Games is holding something. The current b...
The Apple Arcade-exclusive Castlevania: Grimoire of Souls won't be playable for much longer, developer Konami has announced. In a post on social media and the game's official website, Konami confirmed Castlevania: Grimoire of Souls will be removed from Apple's gaming subscription service on August 20. Despite Konami stating the game has "continued to be supported by many players," it will also shut down permanently and no longer be playable on September 3. "We would like to express our gratitude...
Gaming is expensive. That's always been true, even if other hobbies could be worse in that regard, but recent years have seen the situation only become more extreme. Enter GameSpot Cheap Week. All this week, we'll be publishing assorted features looking at how we got here--why are consoles so expensive, what goes into game pricing--and ways in which you can play more while spending less, be it through mods, libraries, or games that just don't cost an arm and a leg. Check back with this page as w...
Gaming has never been more expensive. We're here to investigate why, and help you play more while spending less. Welcome to GameSpot Cheap Week. In today's age, it's important to make the most of your money. In gaming especially, the transition to more expensive titles and console price increases are pricing many out of enjoying the medium entirely. Thankfully, there are a bunch of excellent games that you can grab for pennies, and you don't need to wait for a sale to roll around to do so. In fa...
With a surprise remaster of The Lord of the Rings: War in the North dropping earlier this month and Andy Serkis’ film, Hunt for Gollum, now in production, I’ve had a real desire to jump back into Middle-earth recently. It was a formative fictional world for millions, whether you read J. R. R. Tolkien’s classic novels or fell deeply in love with the fantasy universe through Peter Jackson’s masterful film trilogy. If you have a beating heart, chances are you love LOTR. But as a lifelong fan of tur...
Actress Hayden Panettiere has died at the age of 36. Best known for her roles in hit TV series like Heroes and Nashville, Panettiere also had major roles in the Kingdom Hearts video game series and Supermassive Games' cult-classic horror game, Until Dawn. "It is with profound sadness that we share the tragic passing of our beloved Hayden," Panettiere's family wrote in a press statement. "She was an incredible light and a force of nature who brought immeasurable love and joy to all who knew her--...
Activision has released a teaser trailer for the upcoming Call of Duty: Modern Warfare 4 first beta weekend, and it looks pretty great. The trailer shows off some of the content in the beta, and that includes, for the first time in the franchise's history, a slice of the game's single-player campaign. The first beta runs April 21-25, and it's available for those who preorder the game on PS5, Xbox Series X|S, and PC. The beta allows players to try the campaign mission, Entrenched, along with the ...
For good reason, developers often don't let playable characters in video games get too overpowered, lest they make a game too easy to plow through. But Kingdom Hearts 4 seems to be straying from that principle, as Donald Duck was revealed to be a fully playable character in last weekend's extended D23 trailer. In a segment of Kingdom Hearts 4 taking place in the Underworld from Hercules, players will take control of Sora's perennial sidekicks, Donald and Goofy, in platforming and battle sequence...
We're closing in on the 20th anniversary of Peggle, and since then, nothing has come quite as close to matching the pure, joyous sensory overload of Popcap's little peg-clearing masterpiece. Can Hyperdrop fill that gap for juggling skill and luck to clear stages? Maybe! Coming soon to PC, Hyperdrop is the debut game from developer Dark Dark Goose and publisher Devolver Digital is billed as a pachinko roguelite. The setup is deviously simple, as you're tasked with turning an empty pegboard into a...
Mistfall Hunter has been out for almost three weeks now, with the extraction brawler launching on PC, PlayStation 5, and Xbox Series X|S on July 29. Dating back to even its open beta, the community has been begging developer Bellring Games for one addition: a dedicated mode for teams of two. All over the game's official subreddit are posts from players asking that the developer include a duos mode. "I need duos," Redditor broman510 titled an August 11 post. "In this, duos vs trios seems so hard ...
Make your house a home with advice from Blizzard artist Jay Huang.
A statesmanlike take.
The new patch, featuring "Creations improvements," is set to roll out on August 18.
Well, it's coming.
In chasing the money, Mattel Game Studios doesn't seem particularly interested in Steam or consoles.
Diligent is now rolling out Moxi 2.0 to health systems including Endeavor Health Edward Hospital and Children’s Hospital Los Angeles. The post Five years of operation shape Diligent Robotics rollout of Moxi 2.0 appeared first on The Robot Report.
At the El Camino Health Heart and Vascular Institute, surgeons are now performing cardiac procedures with Intuitive's da Vinci robot. The post Surgeons use da Vinci surgical robot to perform common cardiac surgery appeared first on The Robot Report.
Research around the Universal Manipulation Interface is enabling Generalist, Walden Robotics, and others to turn data into robot behaviors. The post How Generalist uses human demonstration data for robot learning appeared first on The Robot Report.
Gravis Robotics has designed autonomy AI and hardware for a wide range of excavators and construction equipment and plans to scale globally. The post Gravis Robotics raises $200M for autonomous construction appeared first on The Robot Report.
Eyal Samuel Shachar, the CEO of Bioxtreme, says the growing synergy of robotics, AI, and human-centered care will improve patient outcomes. The post How robotics is revolutionizing stroke rehabilitation appeared first on The Robot Report.
Humanoids desperately need to stop making YouTube videos and get a job already, and Persona AI is one of the few humanoid companies which seems to be entirely focused on making that happen. Persona’s approach has been to carefully select a job that is economically viable for robots right now, and they’ve found one that was also the job of one of the very first industrial robots ever sold: welding.IEEE Spectrum first spoke with Persona two years ago, shortly after it was founded by Nic Radford an...
The model maker added $18 billion in annualized revenue in two months.
"We have some really ambitious plans to help you work with AI in Chrome to get things done, and I’ll have more to share soon," Jacob Bank, Relay founder and CEO, said.
Cybersecurity experts who investigate spyware attacks say the number of people who received a recent threat notification from Apple is unusually high.
If you’ve been circling around Disrupt, then now’s the best time to lock in your pass and start getting ready to join the rest of the startup community gathering in San Francisco from October 13-15 at Moscone West!
Spotify launches a new feature that gives users a chance to explain the stories and reasoning behind their favorite music. Editors will be using the feature, too, on top playlists like RapCaviar and others.
Higgsfield, founded by former Snap exec Alex Mashrabov, lets users create AI images and videos.
Reddit is beginning to test video and audio versions of popular posts, allowing users to watch or listen to Reddit stories instead of just reading them.
Sonic Fire Tech raised its new funding to help get its sound-powered fire protection system into everything from commercial kitchens to apartment buildings.
The change comes a year after YouTube applied the same approach to counting views on Shorts videos.
Feedly says a bug is behind the performance issues that have made its web app nearly "unusable" for some users, while complaints about its mobile apps and customer support are adding to frustrations.
Reddit is trying out a new way for people to take in content on Reddit: by turning text posts into audio / video content. As part of an experiment, some posts are being adapted into videos that use AI voices to read the text of the main post and some comments. The video highlights the […]
ABC News has officially introduced Searched, a livestreamed show that highlights stories people are discussing on social media and searching on the web, as reported earlier by Variety. Though the network just announced the show now, Searched began airing on the ABC News Live streaming channel in April, which appears on both Disney Plus and […]
Are you curious about custom mechanical keyboards, but don’t want to spend hundreds just to get started without being sure you’ll enjoy the hobby? You can grab the 65-percent Glorious GMMK 3 mechanical keyboard at Woot for $34.99 (usually $139.99) by entering the coupon code WOOTGAMING at checkout, and first-time Woot customers will get an […]
Like many of us, Sam Rosenthal plays games like Wordle every day, chasing after good scores and sharing the results with friends and family. But he's also a game designer, the creative director at Blaseball developer The Game Band, and so this regular habit got him thinking about what else could be done in the […]
YouTube will soon count a view as soon as a video starts to play, lining up with the system used by Instagram, TikTok, and its Shorts videos. The update will go into effect on August 24th, "which means creators will likely see their total view counts increase faster moving forward," the platform says. Instagram and […]