Lab system cards and frameworks · Article · Anthropic

Distillation defenses

12 Oct 2026

Outline · 31 paragraphs

Simple defenses are not enough¶8
Our new methods¶14
How well our new methods work¶22
Distillation is a problem for every developer and platform¶27

How to cite

A citation names the document, the version and the place.

anthropic:distillation-defenses/r1/b1

https://safetypage.noahairmet.com/d/anthropic/distillation-defenses/r1/b1

BibTeX

@misc{anthropic2026,
  title = {Distillation defenses},
  author = {{Anthropic}},
  year = {2026},
  url = {https://www.anthropic.com/news/distillation-defenses}
}

Versions

Version	Published	Read
r1 latest	12 Oct 2026	At source

Licence

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Read at: www.anthropic.com/news/distillation-defenses, 10 Nov 2026