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8 posts tagged with "privacy"

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What it really takes to run AI on your own files: models, memory and search

· 29 min read
Pere Pages
Software Engineer
An open laptop on a wooden desk at dusk, with a small library of books, folders and code files rising from its screen under a glass dome; a thin lime-green thread of light runs from a highlighted page to a glowing chip beside the laptop, while clouds drift past outside the dome

A laptop with 16–32 GB of memory can answer questions about your own notes, code and unfinished ideas, and none of your data leaves the computer. Choosing the model is the easy part. Two other things decide whether the answers are useful: how much memory the model has, and how well it finds the right pages of your files. Without them, it just guesses, and it sounds sure even when it is wrong.

A VPN Is Not the Privacy Shield You Think It Is

· 17 min read
Pere Pages
Software Engineer
A stream of encrypted data flows through a glowing tunnel, but a hooded figure with a single amber eye watches quietly at the point where the traffic emerges

Virtual Private Network (VPN) marketing has done an incredible job convincing people that a single subscription makes them anonymous, secure, and untouchable. "Military-grade encryption." "No logs." "Total privacy." The reality is far messier: a VPN is a useful tool for a narrow set of problems, but as a privacy solution it has structural weaknesses that no amount of marketing can fix.