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📝 Latest from Iris AI Wins, Reality Bites, and Clouds Keep Shifting: The Week Everything Converged
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AI & ML

19 articles
AI & ML 20m ago

Your AI Coding Agent Does Not Need a Bigger Prompt

AI coding agents are getting better, but the annoying part has not disappeared. You still paste the same project details. You still explain the same folder structure. You still remind the agent…

AI & ML 28m ago

Build in public, month 2: 615 of 616 visitors never clicked anything

A follow-up in our series on running a SaaS portfolio with AI agents. Here are the real numbers from this cycle, no spin. Revenue (LemonSqueezy, statmate): $26.36 lifetime, $6.59 in the last 30…

AI & ML 43m ago

Prompt Packs Are Dead. Long Live Skills

The freebie Comment "REVOPS ROCKS" and I will DM you my 350 custom prompts. You have scrolled past it a hundred times. Join my list, get a billion prompts. Comment GROWTH for the swipe file. I…

AI & ML 1h ago

Arm Open-Sources Metis, an AI Security Framework Outperforming Traditional SAST Tools

Arm has open-sourced Metis, an agentic AI security framework designed to autonomously uncover complex software vulnerabilities. Unlike traditional pattern-based tools, Metis applies semantic…

AI & ML 1h ago

AI Is Not Alien Intelligence to Wage War — It Is a HandHolding Partner in Human Intelligence…

AI Is Not Alien Intelligence to Wage War — It Is a HandHolding Partner in Human Intelligence EvolutionAn Essay on the True Covenant Between Humanity and Artificial IntelligenceI. The Fear We…

AI & ML 2h ago

A robot startup is wreaking havoc on short-term rentals in San Francisco — Airbnb hosts allege 'guests' secretly tested robots indoors, left the units completely trashed

Picture this: you're the owner of a dainty place in San Francisco. You put it up on Airbnb, considering the area is sprawling with AI bros, thinking you'd get a pretty good return on your…

AI & ML 2h ago

Multi-Agent Fan-Out: When Parallelism Bites Back

Scatter-gather is one of the most seductive patterns in distributed systems: split a hard problem into N pieces, run them in parallel…Continue reading on Towards AI »

AI & ML 3h ago

‘What a joke’: Github Copilot’s new token-based billing spurs consternation among devs

The golden age of Microsoft's Github Copilot appears to be at an end.

AI & ML 3h ago

Fabric Data Agents Just Hit GA.

Microsoft moved Fabric data agents to general availability at FabCon 2026 in March. Roughly six weeks later, I built one for a client…Continue reading on Towards AI »

AI & ML 4h ago

Meta is reportedly developing an AI pendant

Meta seems to be making big bets on AI-powered hardware.

AI & ML 4h ago

I put Google’s 24/7 AI assistant Gemini Spark to work, and it’s actually pretty useful

Gemini Spark helps automate everyday tasks, from inbox summaries to local event planning, but it’s unclear why Google made it a separate product.

AI & ML 4h ago

Every Developer Gets Auth Wrong — Until They Understand This

You’ve been building login screens. You haven’t been building security. There’s a difference — and it’s costing teams millions in breaches, compliance failures, and re-architecture nightmares. This…

AI & ML 5h ago

The groupthink boom: what three top VCs really think about the AI frenzy

"If you're 22 years old in San Francisco and building something in AI, there may be a seed term sheet in your inbox — but if you're 19, oh my God, this means you're really good; you might already…

AI & ML 7h ago

As the browser wars heat up, here are the hottest alternatives to Chrome and Safari in 2026

We’ve compiled an overview of some of the top alternative browsers available today aiming to challenge Chrome and Safari.

AI & ML 7h ago

How one founder’s bet on ‘the old school web’ is paying off

Craig Campbell walked away from the river of investor money flowing into AI to create, of all things, a website. Sure, Campbell probably could have started an AI company. He's a former engineer at…

AI & ML 7h ago

Replit’s vibe coding platform just got a Visa-backed identity layer for AI agents — and it changes how agents spend money

Replit is deepening its enterprise push: The vibe coding platform is partnering with Visa Inc. to embed payment infrastructure alongside The post Replit’s vibe coding platform just got a Visa-backed…

AI & ML 7h ago

Making AI chatbots helpful weakens their ability to simulate human behavior, large-scale study finds

A large-scale study covering 208,000 participants and 26 million responses shows that the very training that turns language models into helpful chatbots weakens their ability to replicate human…

AI & ML 7h ago

Kevin O'Leary claims Chinese propaganda is to blame for anti-datacenter backlash, 'hundreds of millions of dollars' being spent to kill US dominance in AI — industry proponents and Trump administration reinforce claims of foreign interference

Kevin O'Leary claims Chinese propaganda to blame for anti-datacenter sentiment.

AI & ML 7h ago

Terence Tao argues AI could bring division of labor to math for the first time in history

Mathematician Terence Tao describes how AI could reshape math research by enabling division of labor for the first time. Until now, researchers had to master every step themselves, from framing…

AI Leaders

14 articles
AI Leaders 17m ago

The Intent Layer

The software stack has a gap. On one end: tools that capture signal. Dovetail, Intercom, user research platforms—everything that tells you what users need. On the other end: tools that execute.…

AI Leaders 20m ago

How I solved a problem in my house using with an AI-powered application!

First off, let me give you a little backstory. My family is a small one with many elders, within the age of 50s. They could have a lot of problems but the one problem that they had common is…

AI Leaders 21m ago

Structure: A Local-First Interview IDE Powered by Gemma 4

This is a submission for the Gemma 4 Challenge: Build with Gemma 4 What I Built Structure is a local-first macOS desktop IDE for technical interview practice. It is built with Qt 6 and C++, and it…

AI Leaders 58m ago

Docling + VectorLess + Gemma 3.5 Flash To Get Higher Accuracy

You hand an AI a PDF and ask it to analyze the financial statements, only to find the numbers are wrong. You ask it to summarise Article 7…Continue reading on Towards AI »

AI Leaders 3h ago

ASUS XA NB3I-E12 Review A Massive 8x NVIDIA B300 GPU Server

In our ASUS XA NB3I-E12 review, we see what makes this massive NVIDIA Blackwell Ultra platform with over 6.4Tbps of networking different The post ASUS XA NB3I-E12 Review A Massive 8x NVIDIA B300 GPU…

AI Leaders 3h ago

I replaced Claude Code with Codex, but not for smarter AI

The smartest AI wasn’t the best fit for me.

AI Leaders 3h ago

Microsoft and Nvidia reportedly team up on AI PCs that run actual agents instead of Copilot

Nvidia is pushing into the PC market with its own chips as the main processor. The first Windows computers from Dell and Microsoft's Surface line are set to be unveiled next week at Computex and…

AI Leaders 3h ago

First NVIDIA-powered Windows laptops reportedly debut next week

NVIDIA, known for its GPUs and AI chips, is reportedly preparing to launch its first-ever PC processor next week. The chip is developed in collaboration with Microsoft. Read more...

AI Leaders 5h ago

AMD Ryzen 7 5800X and Nvidia RTX 5060 combo is only $439 — deal includes a free CPU cooler, totaling out to $150 in savings for a great budget setup

If you've been looking to upgrade from an older system or just want to build a new one but 2026 prices have stopped you, we've got just the deal. The CPU and GPU are the two most important parts of…

AI Leaders 5h ago

AMD Is Bringing Large AI Models to Your Device — On-Device AI Is About to Change Everything

The AI that lives on your laptop is about to become smarter than the AI that needed a data center two years ago. Here is what that actually means for you.Not long ago, running a powerful AI model…

AI Leaders 6h ago

Anthropic surpasses OpenAI to become most valuable AI startup

Article URL: https://qazinform.com/news/anthropic-surpasses-openai-to-become-worlds-most-valuable-ai-startup Comments URL: https://news.ycombinator.com/item?id=48336233 Points: 376 # Comments: 416

AI Leaders 6h ago

Why GPT-5.4, Claude, and Gemini can’t agree on basic, real-world facts

As the frontier model race accelerates, AI devotees are splitting their loyalty across the major providers at both the user The post Why GPT-5.4, Claude, and Gemini can’t agree on basic, real-world…

AI Leaders 6h ago

Mechanistic Interpretability: We Built the Most Powerful Minds in History. We Can't Read Them.

Mechanistic Interpretability: We Built the Most Powerful Minds in History. We Can’t Read Them.We are flying blind inside the most powerful systems ever built. Here is the map being drawn in real…

AI Leaders 7h ago

Choosing Your AI Stack: Models, Tools & Platforms in 2026 — Prompt to Profit · Day 9 of 30

The AI landscape has never moved faster — or been more confusing. This is the no-hype guide to matching the right tool to the right task, every time.Every week, a new AI model launches with claims…

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Cybersecurity

6 articles
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Startups

3 articles
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End User

24 articles
End User 30m ago

I built a local voice assistant that doesn't need the internet, and it actually understands me

And it cost a whole lot less than an Amazon Echo.

End User 30m ago

Indie App Spotlight: ‘NextThere’ helps you navigate public transit with rich insights

Welcome to Indie App Spotlight. This is a weekly 9to5Mac series where we showcase the latest apps in the indie app world. If you’re a developer and would like your app featured, get in contact.…

End User 48m ago

Upcoming Beats headphones teased by Lamine Yamal: New design, pink colorway

Last week, reports emerged around Apple developing a new pair of Beats over-ear headphones, with the FCC leaking an outline of the headphones, model number A3577. Now, leading into the world cup,…

End User 1h ago

I've started sharing NotebookLM notebooks with friends instead of just my notes

Effort of one for the benefits of many.

End User 1h ago

Windows XP wasn't better, it was just simpler — and Windows 11 forgot that lesson

While making Windows more modern, Microsoft lost track of what users really wanted.

End User 2h ago

Your motherboard's fancy specs don't matter nearly as much as you think

I stopped paying for premium motherboard features like PCIe Gen5, extra USB ports, Wi-Fi and audio after realizing they rarely matter in real use.

End User 2h ago

Minecraft Chaos Cubed gets a release date as Mojang drops teaser for next update

Today at the Minecraft Live broadcast, Mojang revealed a brand-new biome, abandoned camps, and more that will be hitting Minecraft in a future update and even a movie sequel teaser. Read more...

End User 2h ago

These 4 pre-installed Pixel apps create more clutter than they're worth

These Pixel apps never survive my first-day cleanup.

End User 3h ago

I never use my Pixel phone without these powerful open-source apps

Powering my Pixel.

End User 3h ago

Backrooms is a certified blockbuster with a $38 million opening day

The Kane Parsons' film Backrooms is expected to earn up to $90 million in its opening weekend after pulling down $38 million on Friday alone. That's not only above expectations, but absolutely…

End User 3h ago

Microsoft Weekly: Big Start menu upgrade and a new era of PC

Catch up with this week's Microsoft news in our weekly recap. New processors, big Start menu updates, and Microsoft promising "a new era of PC." Read more...

End User 3h ago

Here’s one of my feature requests for Visual Intelligence in iOS 27

One of the core Apple Intelligence features to date has been Visual Intelligence. It started off in a rather limited capacity through Camera Control, but with iOS 26, the company expanded it to…

End User 3h ago

My 3D printer pays for itself fixing broken household parts, not printing toys

The toys are fun, but the real magic of a 3D printer starts when something breaks, and you don’t have to buy the whole thing again.

End User 4h ago

Here’s how Incogni helps you protect your family from scams and spam

We manage huge chunks of our life online these days, which means there is a mass of personal data entrusted to a range of different companies. You probably already use Apple privacy tools like App…

End User 4h ago

Welcome to Night Vale host Cecil Baldwin shares his tech pet peeves

Cecil Baldwin's résumé includes appearances on Gravity Falls, narrating the documentary Scream, Queen! My Nightmare on Elm Street, and performing as part of the New York Neo-Futurists theater…

End User 4h ago

I turned my dusty PS3 into a retro console, and my nephew forgot about his PS5 entirely

Nostalgia runs on old hardware

End User 4h ago

I stopped treating old phones like e-waste and started treating them like tiny servers

You can put your phones to good use.

End User 5h ago

Some of our favorite art TVs are more than 40 percent off this weekend

Art TVs aren’t exactly known for being affordable, which is why Woot’s latest sale is notable. Now through June 26th, the retailer is discounting Samsung’s 2025 Frame TV and Hisense’s 2025 CanvasTV.…

End User 5h ago

Listen to the new Steam Controller buzz to the tune of Doom

You may have heard that Valve's new Steam Controller can ring like a telephone or do the Wilhelm scream. But did you know it can sing songs, too? Let me show you. Here's the new Steam Controller…

End User 6h ago

Pebblebee’s Halo watches my back and my belongings

I live in a part of Los Angeles where I feel safer bringing pepper spray on walks. The problem is, I don't always remember to bring it with me, and it's not legal to carry it everywhere I go.…

End User 6h ago

The Arduboy FX-C is an excellent time killer you might forget you’re carrying

As handheld consoles continue to grow and push the limits of what you can actually hold in your hands, the Arduboy FX-C comes in a refreshingly pocketable package. It manages to squeeze the best…

End User 6h ago

Apple @ Work: How Apple Business solved the shadow IT problem of Apple Maps Connect

Apple @ Work is exclusively brought to you by Mosyle, the only Apple Unified Platform. Mosyle is the only solution that integrates in a single professional-grade platform all the solutions necessary…

End User 7h ago

AI grifters are creating fake Black people to sell Shein junk

Aliyah, a light-skinned Black woman dressed in country-western gear, is struggling to sell metal buckles she handmade on TikTok. In a video for the social media platform from March, she cries to the…

End User 7h ago

OneDrive is getting a powerful file rename feature soon

A new AI-powered OneDrive feature that could make organizing uploaded files much easier for users is coming soon, but Microsoft has left out one key detail. Read more...

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Dev & Tools

4 articles

Hardware

10 articles
Hardware 35m ago

MSI's next-gen monitor can switch between three resolutions and refresh rates

Go from 4K resolution for Crimson Desert to 680Hz for Counter-Strike 2.

Hardware 2h ago

What to read this weekend: The Dorians and Red Roots

Here's what we read and liked this week.

Hardware 2h ago

A private equity company has acquired Balatro publisher, Playstack

The new owner, Integrated Media Company, also owns Fandom, Gamespot and metacritic

Hardware 2h ago

California Assembly passes 3D printer bill that would criminalize bypassing mandated gun-blocking software

California's Assembly has passed AB 2047, the California Firearm Printing Prevention Act, sending the amended bill to the state Senate.

Hardware 3h ago

Oscar-winning 'Star Wars' editor Marcia Lucas has died

Marcia Lucas, who edited 'Star Wars' and 'Return of the Jedi,' has died at 80.

Hardware 3h ago

NASA readies the X-59 for its first supersonic flight, SpaceX's Starship grounded and more science stories

This week's science news.

Hardware 5h ago

ATX12VO V3 standard shrinks the connector and maximizes power efficiency — new 8-pin connector also brings smarter power supply monitoring

Intel's next-generation 12V-only PSU standard reportedly adds PMBus support, smaller connectors, and improved power efficiency.

Hardware 6h ago

MSI's new 32-inch OLED monitor can switch between 4K 360 Hz, 1440p 520 Hz, and 1080p 680 Hz — featuring a 'Penta Tandem' QD-OLED panel with RGB stripe subpixels

Have you ever thought that going from 4K to 1080p on a dual-mode monitor was just too much of compromise for higher refresh rates? Well, worry not, as MSI has just answered your prayers with a 4K…

Hardware 6h ago

5 Fitness Trackers That Don't Lock Core Features Behind a Monthly Subscription

The Fitbit Air isn't the only Whoop alternative that you can buy without a subscription.

Hardware 7h ago

Nikon weaponizes lower prices to break ASML's lithography monopoly — tech giant leverages in-house manufacturing to slash prices to lure back American chipmakers

Nikon will try to claw back lithography customers by selling argon fluoride (ArF) tools for less than the market leader, ASML.

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