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Very reasonable if you have the resources to run it locally and certainly the best option.

But we created Tinfoil because not everyone has that capability especially when it comes to larger models, and it still doesn’t solve for the situation where you’re building a service for your end user and you want to lock yourself out of accessing their data. In those cases, this is the second best thing you can do.

The technical walkthrough section on this blog that we co-wrote with one of our customers walks through the various attack surfaces: https://www.workshoplabs.ai/blog/private-post-training

We weave in many mitigations against attacks, but it depends on what class of attack it is.

If there are specific attacks you are concerned about, happy to provide an answer if it’s something we can address or not.



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