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Recent Articles

When AI secures vs. when AI accelerates risk: The infrastructure paradox

Two months ago, I sat in a strategy meeting with a CISO and an autonomous vehicle engineer. The CISO was explaining how AI reduces false positives in cybersecurity—flagging only genuine threats, ignoring noise. The AV engineer was explaining how AI detects obstacles—being hypersensitive to avoid missing a pedestrian. Then someone asked: “So if we make […]

AI Model collapse is happening now, not later: what your data filtering strategy should be

Three years ago, I spent six weeks analyzing a production language model at scale. The model was performing exactly as expected on benchmarks. On MMLU (a standard reasoning test), it achieved 86% accuracy. On proprietary internal datasets, the numbers looked even better: 92% on customer service queries, 89% on technical documentation classification. But there was […]

We tested 5 ways to compromise an iPhone. iOS malware doesn’t exist, but your iCloud password will destroy you

You depend on your iPhone every day. It’s your bank account, your private conversations, your professional identity. You’ve probably heard the warnings: watch for malware, check for viruses, monitor for hacking. Apple’s marketing reinforces this narrative—iOS is secure, the App Store is curated, your data is protected. Our testing team decided to verify these claims. […]

The gaming setup they don’t tell you about: what our team discovered after testing 200+ configurations

Our team started this project with a simple question: what actually makes a gaming setup work? Not theoretically, practically. We assembled a testing laboratory in our office, brought in 40+ gamers with different needs (competitive players, content creators, casual gamers, esports professionals), and systematically tested 200+ complete configurations across 18 different scenarios. What we discovered […]

We tested 5 antivirus solutions. They missed 30% of threats (and cost you 10% performance)

When malware finds its way onto your computer, you’re dealing with more than just a minor hiccup. The damage can be catastrophic—data loss, financial theft, system failures, and spreading to your entire network. But here’s what nobody tells you: even the “best” antivirus solutions in the market only catch 70% of threats in real-world conditions. […]

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