Why Are Tech Giants Spending $700 Billion on AI Infrastructure If the Race Is About Models?
The AI race is attracting hundreds of billions of dollars, but increasingly those investments are going not into models, they are going into infrastructure. In 2026 alone, the world's largest technology companies are expected to spend nearly $700 billion on AI-related...
Discord Teases Immersive “Living Room” Beta to Revamp Voice Hangouts
The official Discord account on X shared a preview of an experimental update designed to make voice channels more immersive. The post read “we’re experimenting with a new way to hang out in vc. thoughts?” alongside a screenshot of a virtual environment labeled Hangout...
Where Context Lives in a Cascading Voice Agent — and Why the STT Layer Quietly Decides Your Accuracy
Your agent asks, "What's your email address?" The caller says it out loud. And your transcript comes back as "user at hack er noon dot com." Now the LLM has to work with that. Maybe it guesses. Maybe it asks again and annoys the caller. Either way, the mistake didn't...
Before Your Business Appears in Google LSAs, Three Decisions Have Already Been Made
A homeowner walks into the basement and finds water everywhere. Within seconds, they grab their phone and search for "emergency plumber near me." Less than a second later, three businesses appear at the top of Google through Local Services Ads. Yet before those three...
AI Made Marketing Bland. Creativity Is the Moat Now, Says WalletConnect’s Dayana Aleksandrova
You could probably date an internet era by its clichés. 2015 had "growth hacking". 2021 had "wagmi". 2023 had "delve", though no human probably ever said that. But 2026 has a voice: agreeable, competent, faintly plastic… the result of thousands of brands typing in the...
Is Bitbanker a Scam? A Fact-Based Review After Testing the Platform
Questions about the legitimacy of crypto platforms are common, especially when online discussions contain both positive experiences and serious criticism. Rather than relying on forum posts, reviews, or the company's own marketing, I wanted to see what could actually...
How Agentic AI Is Starting to Fix the Disconnect Between Field and Office in 2026
From miscommunications to missing paperwork, disruptions caused by poor collaboration between field and office teams are a common story that has long been a big challenge within many businesses. When working on fast-paced projects, even the smallest of hiccups can...
AI is failing because of Energy gatekeeping
Landauer's Principle Landauer's principle says that the minimum energy needed to erase one bit of information is proportional to the temperature at which the system is operating. While it specifically mentions information erasure, this is not different from...
How We Automated Xcode Organizer Performance Monitoring
In this article we’ll share how we automated the analysis of Xcode Organizer data — and significantly reduced the time it takes to react to performance changes. Hi! I’m Kirill Presniakov, and together with Vladimir Pchelyakov we’re iOS engineers at inDrive. Mobile...
Fable 5 Global Revival! 7-Day Limited Window, Usage Quota Slashed by 50%
TL;DR - Fable 5 is available again inside paid Claude plans for a short promotional window ending July 7 at 23:59:59 Pacific Time. - During the promotion, Fable 5 can use up to 50% of a weekly plan limit and shares the same usage pool as other models. - After the...
The Open Chip Revolution Has Reached the Real World
For forty years, the secret language that lets software talk to hardware was owned by a handful of companies. Then a free alternative escaped the lab—and turned chip design into a matter of statecraft. There is a sentence that security researchers, hardware startups,...
Open Source Maintainers Are Burning Out Under User Hostility
Open source maintainers face burnout due to user hostility and lack of recognition, threatening the sustainability of critical projects.
You Don’t Need Temporal Yet: Durable Execution for AI Agents in 150 Lines
A crashed overnight run re-billed $19 of finished LLM calls and double-sent outreach emails. This is durable execution for AI agents built from scratch: a 150-line event log and step wrapper in TypeScript, the failure modes that survive it, and the point where a...
Secure MCP Server Deployment Using Docker Containers
The tool we built to allow an assistant to manage containers ultimately became a potential security risk, as it could have given someone access to the entire host. We built an MCP server that let an internal assistant restart flaky services, tail logs, and clean up...
The Tech Hype Cycle Is Making Developers Feel Behind
Tech hype makes professionals feel behind, but real-world adoption moves slower. Here’s why fundamentals matter more than chasing every tool.
AI Is Killing the Training Ground for Entry-Level Workers
I posted a comment on r/Futurology in June about AI rewriting entry-level work to demand senior-level judgment. It hit 143,000 views. Ninety one percent of the responses agreed. That reaction told me something the data later confirmed. People already feel this. They...
5 Mindset Shifts That Turn Good Leaders Into Great Ones
What do you think separates good leaders from the great ones? Is it their knowledge, experience and skills? Is it their ability to set the vision and lead future growth? Is it their emotional quotient—how they show empathy, connect at a human level and use emotions as...
Building a Zero-Cost ICS/OT Security Lab: Overriding a PLC with 10 Lines of Python
Before recently, I had never touched industrial security. I just had a standard PC, some free open-source software, and a deep curiosity about how critical infrastructure actually works under the hood. What I discovered when testing the network communication layers...
Turning Internal Link Audits From a 3-Week Project Into a Command
Internal linking is one of the strongest SEO levers we have, but auditing takes ages. Here's how I turned that chore into an on-demand command.
What Entity Component Systems Can Teach Us About Ego, Identity, and Emptiness
This article is written with the aid of the free version of Google Gemini AI 3.1 Flash-Lite standard mode If you’ve developed games, you’ll probably know what ECS(Entity Component System) is, so I’m not going to elaborate its details. Instead, I’ll just use the...
Meta’s new AI feature lets people create images from your Instagram posts – how to opt out
Any public Instagram account is fair game to be used for AI generation with Meta's new Muse Image.
Best blood pressure watches: I tested the top models that actually work
I tested some of the top blood pressure watches available, and considered medical research and current FDA guidance, to help you choose the best one for your needs.
Ubuntu emphasizes Arm64 support – and gets Rustier
Some of Canonical’s ambitions for the future directions of Ubuntu are becoming apparent – despite some bumps in the road. Canonical engineering manager Ravi Kant Sharma posted an Ubuntu on Arm summer ’26 update on the Ubuntu Discourse. The company is boosting its...
This one statistic reveals the AI job takeover has started
The ability to use AI isn’t just important when it comes to applying tech roles. Per recent data, the skill appears on job listings across industries. And when it comes to a number of fields, the resume attribute is now a more sought-after one outside of tech than...
Windows 95 detected installers by looking for magic words and hoping for the best
Veteran Microsoft engineer Raymond Chen has confirmed what we all suspected about Windows 95: it guessed when a setup program was running. Rather than relying on any special flag or marker, Chen explained that Windows 95 looked at the program's name to determine...
Silicon Valley pundits are obsessed with the concept of ‘high agency.’ Here’s why you shouldn’t be
There’s an old joke I used to hear in Poland. A manager wants to hire a new employee and asks his assistant to collect résumés. A week later, she proudly carries a stack of résumés into his office and hands them to him. He takes half and throws them in the trash and...
The best malware removal software of 2026: Expert tested and reviewed
Think your device is infected? Try out our favorite software to remove malware and restore your security.
Microsoft’s new Windows 11 recovery tool is the ultimate Undo button – how to enable it
After a CrowdStrike update caused millions of Windows PCs worldwide to crash in July 2024, Microsoft announced the Windows Resiliency Initiative. The new Point-in-time Restore feature is a key part of that.
I overhauled my WFH office – these 5 gadgets made the cut (including a cheap cord wrangler)
After moving and obtaining a new health diagnosis, I made a few changes to my WFH setup. Here's what changed (and why).
AI Coding Tools Tricked Into Hacking Developer Machine via Decades-Old Technique
Wiz has disclosed the details of a new AI coding assistant attack method it has dubbed GhostApproval. The post AI Coding Tools Tricked Into Hacking Developer Machine via Decades-Old Technique appeared first on SecurityWeek.