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semisol
52b4a076bcbbbdc3a1aefa3735816cf74993b1b8db202b01c883c58be7fad8bd
👨‍💻 software developer 🔒 secure element firmware dev 📨 nostr.land relay all opinions are my own.

stop using OpenAI problem solved

The singular of sheep is a shoop. Change my mind

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An autoencoder is the simplest example. You have two models: an encoder and decoder.

You give the encoder an input, and it produces a vector (the embedding). You then give the decoder the embedding, and expect to get the input.

You then train this model, as if the encoder and decoder were joined, and the embedding another internal layer. Goal: make the output as close as to the input.

At the end, you are left with a model that can turn data into embeddings and embeddings into a lossy version of what it thinks that embedding would correspond to.

Unsupervised learning exists.

It could identify patterns in bird speech. It can’t identify *what* they serve, until you get some clues about what those patterns correlate to (human analysis)

What you are looking for is full disk encryption

If you know the password you can still access the disk and reset the root password. But otherwise data is unusable without it

And it has the advantage that you can wipe it easily (delete the header and entire disk is useless, only thing you can do is reformat)

Replace the BIOS flash chip and you’re good

Or physically remove the SSD and plug it into another

Not one article. Multiple people have reposted this in other circles alone with no sources except AI content.

My main recommendation is try to find the original source. That will filter out 95% of bullshit.

If they are not credible and have no proof, move on

Sorry about that. The problem is that this is probably the 5th time I am encountering this. All articles lead to the same 1 crappy source, and it is regurgitated over and over

Using AI for this will also cite those untrue sources.