
AI Privacy: Maskit Hides Your Data from Language Models
Sending sensitive data to AI always feels like a privacy gamble, right? Now there's a clever trick to protect it, without giving up your favorite AI assistants.
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Tuesday, September 15, 2026
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Sending sensitive data to AI always feels like a privacy gamble, right? Now there's a clever trick to protect it, without giving up your favorite AI assistants.

Imagine an AI that, after giving you an answer, rereads it and thinks: "Wait, I can do better." This isn't science fiction; it's a new trick making language models self-correct.

A developer discovered that gzip, the ancient file compression algorithm hiding in plain sight on your computer, can do things that supposedly require fancy AI language models. Turns out we might have misunderstood what a language model actually is.
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Bet if I asked you how ChatGPT works, you'd mumble something about 'neural networks' or 'artificial intelligence' and hope I'd drop it. Time to find out the actual mechanics are way more straightforward than the hype suggests.

Craig Campbell did something nobody does anymore: he ignored the billions flowing into AI to build... a website. No magic algorithms, no language models, no hype.