I asked an AI to explain a Windows script, and it started talking about non-existent 'systemd' and 'cron' — The trap of 'contextual confusion' that happens when you d…

I'm a 38-year-old who tinkers with AI bots as a side hustle. On weekdays, I work as a corporate engineer. Recently, I decided ...

Python Japanese output crashes or garbles in cp932: chcp and magic comments don't work

When writing scripts on Windows, sometimes the script crashes just by printing Japanese characters.UnicodeEncodeError: 'cp932 ...
Windows Latest

I tested Microsoft’s secret tool that debloats Windows 11 and makes you a power user

Windows Developer Config automates setup for power users, killing MSN clutter and tweaking Windows 11 with one command. Here ...
XDA Developers

Your Windows PC has a built-in maintenance tool that outperforms every paid optimizer on the market

João has been covering the tech world for over 7 years, with a heavy focus on laptops and the Windows ecosystem. I also love ...

Microsoft warns of TerminalFix attacks deploying reverse tunnels

A new ClickFix variant dubbed TerminalFix uses fake Cloudflare CAPTCHA prompts on compromised websites to trick victims into running malicious PowerShell commands in Windows Terminal.
Open Source For You

Stream vs Batch Processing: When to Choose What

Batch and streaming are two different ways of processing data, and both are relevant in today’s world. Pick the approach that’s right for you without falling ...
HackerNoon

How I Built a Zero-Cost Multi-Agent AI System on Aging Hardware

Learn how a multi-agent AI coding system can run on 16GB of RAM and a GTX 1050 using quantized models, lazy loading, and C++ ...
The Hacker News

TerminalFix Uses Fake Cloudflare CAPTCHAs to Deploy Reverse-Tunnel Backdoor

Microsoft says TerminalFix uses fake Cloudflare CAPTCHAs to trigger PowerShell and deploy a reverse-tunnel backdoor for internal network access.

Cisco Talos finds malware that puts its next move to a four-model vote

Cisco Systems Inc.’s Talos Threat Intelligence group today released an open-source toolkit for hunting malware that has ...
Unite.AI

Cisco Talos Open-Sources CAIRN to Hunt AI-Integrated Malware

Cisco Talos on September 22, 2026 released CAIRN (Cognitive Artifact Intelligence Research Network), an open-source research toolkit for hunting, classifying, and tracking emerging AI-integrated ...
Tech Times

Cisco Talos Discloses Autonomous Windows Malware: Four AI Models Direct Each Attack

Autonomous AI malware CLOSEDQUORUM lets DeepSeek, Qwen, Mistral, and Gemini vote on attack decisions with no human operator, Cisco Talos disclosed September 22. The four-model plurality structure ...